09 - Appareils et instruments scientifiques et électriques
42 - Services scientifiques, technologiques et industriels, recherche et conception
45 - Services juridiques; services de sécurité; services personnels pour individus
Produits et services
Downloadable computer software for aggregating and integrating information,
images and content from social networks and publicly available sources to
provide and enable users to interact with information, images and content
of greatest interest to them; Downloadable computer software for identifying,
displaying, managing, filtering, accessing and transferring data,
information and content across online social networks; Downloadable computer software for users to access, aggregate, organize, filter, and
interact with content, information and images from social media websites
and publicly available sources to create custom feeds on topics of interest
to members of an online community Providing temporary use of online non-downloadable computer software for aggregating and integrating information, images and content from social
networks and publicly available sources to provide and enable users to
interact with information, images and content of greatest interest to them; Providing a website featuring a media aggregator and search engine for internet content; Providing temporary use of online non-downloadable computer software for identifying, displaying, managing, filtering, accessing and transferring
data, information and content across online social networks; Computer services, namely, creating an on-line community for registered users to engage
in social networking; Providing temporary use of online non-downloadable computer software for users to access, aggregate, organize, filter, and
interact with content, information and images from social media websites
and publicly available sources to create custom feeds on topics of interest
to members of an online community Online social networking services
09 - Appareils et instruments scientifiques et électriques
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
Downloadable computer software for aggregating and integrating information,
images and content from social networks and publicly available sources to
provide and enable users to interact with information, images and content
of greatest interest to them; Downloadable computer software for users to
access, aggregate, organize, filter, and interact with content, information
and images from social media websites and publicly available sources to
create custom feeds on topics of interest to members of an online
community Providing temporary use of online non-downloadable computer software for aggregating and integrating information, images and content from social
networks and publicly available sources to provide and enable users to
interact with information, images and content of greatest interest to them; Providing a website featuring a media aggregator and search engine for internet content; Providing temporary use of online non-downloadable computer software for users to access, aggregate, organize, filter, and interact with content,
information and images from social media websites and publicly available
sources to create custom feeds on topics of interest to members of an online community
3.
Customizing digital content with editorial content
A digital magazine server generates a digital magazine for user based on a received request for the digital magazine identifying one or more topics. The digital magazine server applies one or more machined trained models to obtained content items to select content items for the topic. A hierarchy of the topics included in the received request may be determined by the digital magazine server and used by the trained models to select content items. When generating the digital magazine, the digital magazine server also includes one or more editorial content items that are manually selected. The digital magazine serer may reposition one or more content items selected by the trained models to include an editorial content items.
G06F 16/957 - Optimisation de la navigation, p. ex. mise en cache ou distillation de contenus
G06F 18/214 - Génération de motifs d'entraînementProcédés de Bootstrapping, p. ex. ”bagging” ou ”boosting”
4.
Generating a model associating topics with content items based on characteristics of digital magazines including a set of content items and words in content items of the set
A digital magazine server generates a model to associate topics with content items. To generate the model, the digital magazine server selects a set of content items that have been included in one or more digital magazines. For each content item of the set, the digital magazine server determines a distribution of concepts associated with a content item of the set based on characteristics of digital magazines including the content item of the set and a distribution of topics associated with the content item of the set based on words included in the content item. Additionally, the digital magazine server determines a parameter defining a relationship between the distributions of concepts and the distributions of topics associated with content items of the set. A model based on the distributions of concepts and of topics as well as the parameter is generated and stored for application to content items.
A user interaction data storage system stores user interaction data received from online systems as records. Each record of user interaction data describes user interactions performed by a user with an online system. A system, for example, a content provider system performs data access requests to access user interaction data so as to determine whether a user is likely to be interested in a content item. A plurality of online systems store a block chain comprising blocks that records transactions. Some transactions of the block chain are associated with data contribution operations and some transactions of the block chain are associated with data consumption operations.
H04L 9/06 - Dispositions pour les communications secrètes ou protégéesProtocoles réseaux de sécurité l'appareil de chiffrement utilisant des registres à décalage ou des mémoires pour le codage par blocs, p. ex. système DES
A digital magazine server displays content items from various sources to users of client devices. Each source of a content item is identified by a domain, and content items for different sources have different domain-level quality. To differentiate sources of content items, the domains identifying the sources are ranked based on domain scores of the domains generated by an aggregate of multiple trained domain classifiers. A domain score of a domain indicates a domain-level quality of content items provided by a source identified by the domain. Each of the trained domain classifiers (e.g., a naïve Bayes classifier, a random forest classifier, and a logistic regression classifier) generates a prediction of whether a domain is a spam domain based on the domain features and domains with known labels. Based on the domain scores of domains, the domain ranking module may adaptively select content items from the sources with corresponding domains scores.
A digital magazine server receives user interactions with content items presented to users via various digital magazines. The digital magazine server retrieves interactions associated with a content item that are also associated with multiple digital magazines. From the retrieved interactions, the digital magazine server generates information describing global interactions with a content item that are associated with multiple digital magazines. The digital magazine server may filter interactions with the content item that are associated with different digital magazines based on characteristics of the interactions and the information describing global interactions with the content item generated based on the filtered interactions.
A digital magazine server generates a digital magazine for user based on a received request for the digital magazine identifying one or more topics. The digital magazine server applies one or more machined trained models to obtained content items to select content items for the topic. A hierarchy of the topics included in the received request may be determined by the digital magazine server and used by the trained models to select content items. When generating the digital magazine, the digital magazine server also includes one or more editorial content items that are manually selected. The digital magazine server may reposition one or more content items selected by the trained models to include an editorial content items.
09 - Appareils et instruments scientifiques et électriques
35 - Publicité; Affaires commerciales
41 - Éducation, divertissements, activités sportives et culturelles
42 - Services scientifiques, technologiques et industriels, recherche et conception
45 - Services juridiques; services de sécurité; services personnels pour individus
Produits et services
Computer software, namely, software for creating or facilitating an on-line presence where users can share information, participate in discussions, get feedback from their peers, form virtual communities, and engage in social networking featuring social media, photos, images, and topics of general interest to such users; computer software for aggregating and integrating information, images and content from social networks, publicly available sources and personal websites and communications to provide and enable users to interact with information, images and content of greatest interest to them; computer software, namely, software that enables users of computers and mobile devices to access, aggregate, organize and interact with content, information and images from social media websites, publicly available sources, and personal websites and communications, and provides data, information and updates on topics of general interest to members of an on-line community; computer software; software applications for use in connection with mobile wireless devices, cellular and mobile phones, and other handheld computer or communications devices; games software for mobile devices; non-printed publications; Electronic instructional guides; webcasts and podcasts; digital content delivered via the Internet; computer databases; information, code, text, software and other media or multimedia, all being downloadable from a computer network or the Internet; mouse pads; computer screensaver software; memory sticks. Online advertising services for others; promoting the goods and services of others via a website featuring coupons, product reviews, and shopping; advertising and directory services, namely, promoting the goods and services of others by providing a web page featuring imagery, ads and content with links to the websites of others; promoting the goods and services of others by providing a community-driven web site featuring consumer information in the fields of business, commerce, investing, and shopping; computer services, namely providing data, information and updates on topics of interest to users of an on-line community, namely, business advice and information, commercial advice and information, investing advice and information, shopping advice and information for promotional or advertising purposes; advertising and marketing services; information, consultancy and advisory services relating to all the aforesaid. Entertainment and educational services, namely, online magazine featuring articles, images, and photos about news, entertainment, and current events; providing a virtual environment where users can find and exchange articles, images, and photos about topics, people, and current events, and where users can interact for entertainment purposes and to express opinions about topics, people, and current events; computer services, namely, providing data, information and updates on topics of interest to users of an on-line community, namely, entertainment information; education; providing of training; entertainment; sporting and cultural activities; publication of online magazines; publication of non-printed entertainment and amusement materials; organization of competitions; the distribution, presentation, exhibition and theatrical release of motion picture films, film shorts, animated features, shows and live performances; concert services, contest services; organization of exhibitions for cultural, entertainment and educational purposes; organization of musical events; reservation of tickets for entertainment, sports events and exhibitions; provision of cinema and theatre facilities; film, sound and video recording, modifying and editing services; publishing; publication of printed matter, books and periodical publications; publication and provision of entertainment for access by computer; fan club services; computer services, namely providing data, information and updates on entertainment and news topics of interest to users of an on-line community; information, consultancy and advisory services relating to all the aforesaid. Computer services, namely, providing an on-line site featuring non-downloadable software for users to share information, participate in discussions, get feedback from their peers, form virtual communities, and engage in social networking featuring social media, photos, images, and topics of general interest to such users; providing an interactive website featuring technology that aggregates and integrates information, images and content from social networks, publicly available sources and personal websites and communications and enables users to interact with information and content of greatest interest to them; computer services, namely, providing a web-based system and online portal featuring on-line non downloadable software that enables users of computers and mobile devices to access, aggregate and interact with content, information and images from social media websites, publicly available sources, and personal websites and communications; providing a website featuring a media aggregator and search engine for internet and social content; application service provider, namely, providing, hosting, managing, developing, and maintaining applications, software, web sites, and databases of others in the fields of personal media and communications content; application service provider (ASP) featuring software for use in the collection, dissemination, and assimilation of data, information, photos and images for social networking purposes; application service provider (ASP), namely, providing temporary use of non-downloadable computer software; hosting an internet platform for blog and chat rooms enabling users to comment and chat on topics of interest; creating and maintaining websites; design and development of computer software; providing use of software applications through a website; computer services, namely providing data, information and updates on technical and scientific topics of interest to users of an on-line community; information, consultancy and advisory services relating to all the aforesaid. Online social networking services; providing a social networking website for entertainment and social communications purposes; computer services, namely, providing data, information and updates on topics of interest to users of an on-line community, namely, social networking information; social introduction, networking and dating services; licensing, management and exploitation of intellectual property and other proprietary materials and information; computer services, namely providing data, information and updates on social topics of interest to users of an on-line community for social networking purposes; information, consultancy and advisory services relating to all the aforesaid.
10.
Generating an implied object graph based on user behavior
An online system generates implied links between objects distributed by the online system based on a plurality of users' behaviors with respect to the objects. For a behavior of a user with respect to an object that satisfies a link criterion, the online system identifies a connection between the user and the object. Local object graphs are generated to represent the relationships between the objects connected to each user, and the local object graphs are merged into a global object graph. An adjacency matrix is extracted from the global object graph as a representation of the strength of relationships between the objects distributed by the online system. The online system may then apply graph analysis techniques to the adjacency matrix, thereby analyzing the relationships between the objects without relying upon explicit links between the objects.
G06F 16/9535 - Adaptation de la recherche basée sur les profils des utilisateurs et la personnalisation
G06F 16/2457 - Traitement des requêtes avec adaptation aux besoins de l’utilisateur
H04L 29/06 - Commande de la communication; Traitement de la communication caractérisés par un protocole
G06Q 50/00 - Technologies de l’information et de la communication [TIC] spécialement adaptées à la mise en œuvre des procédés d’affaires d’un secteur particulier d’activité économique, p. ex. aux services d’utilité publique ou au tourisme
11.
Selection of page templates for presenting digital magazine content based on characteristics of additional page templates
A digital magazine server displays content to a user based on a page template specifying sizing and positioning of content items. The page template is selected from a set of candidate page templates, which is determined based on characteristics of page templates and characteristics of other page templates used to present content to the user. Different characteristics of a page template are weighted based on the page template's position in a series of additional page templates used to present content and characteristics of the additional page templates. Weights associated with different characteristics of a page template are combined to determine a template score for the page template, and the template score is used to determine if the page template is a candidate page template.
A computer implemented method enables presenting interesting and informative preview video of a video content item in a digital magazine. The method comprises steps of receiving a video content item from a content provider, e.g., a 2-minute video advertisement for a car from an advertiser, and analyzing the video content item. The video content item is segmented into multiple segments based on the analysis, e.g., scene changes detected with the video frames of the video content item. One or more segments are selected, e.g., based on their associated visual quality, and are combined to generate a preview video, e.g., a 10-second long video highlighting new features of the car. One or more transition segments can be added between segments to enhance user experience with the preview video. The preview video is provided to a client device for display and auto playback.
G06F 3/00 - Dispositions d'entrée pour le transfert de données destinées à être traitées sous une forme maniable par le calculateurDispositions de sortie pour le transfert de données de l'unité de traitement à l'unité de sortie, p. ex. dispositions d'interface
G06F 13/00 - Interconnexion ou transfert d'information ou d'autres signaux entre mémoires, dispositifs d'entrée/sortie ou unités de traitement
H04N 5/445 - Circuits de réception pour visualisation d'information additionnelle
H04N 21/2668 - Création d'un canal pour un groupe dédié d'utilisateurs finaux, p. ex. en insérant des publicités ciblées dans un flux vidéo en fonction des profils des utilisateurs finaux
H04N 21/8547 - Création de contenu impliquant des marquages temporels pour synchroniser le contenu
H04N 21/45 - Opérations de gestion réalisées par le client pour faciliter la réception de contenu ou l'interaction avec le contenu, ou pour l'administration des données liées à l'utilisateur final ou au dispositif client lui-même, p. ex. apprentissage des préférences d'utilisateurs pour recommander des films ou résolution de conflits d'ordonnancement
H04N 21/234 - Traitement de flux vidéo élémentaires, p. ex. raccordement de flux vidéo ou transformation de graphes de scènes du flux vidéo codé
A user is presented with a digital magazine through a user interface of his/her client device. By monitoring the user's interactions with the digital magazine or content of the digital magazine, action with the user interface can be used to progress the user to discovery of and access to similarly grouped functionality, e.g., a reader category, a communicator category, and a curator category. For example, each category of user interactions can represent a different set of functions of the digital magazine. Based on the user interactions, a skill level of the user in each of the categories can be determined. One or more functions of the digital magazine can then be selected for presentation to the user based on the user's skill level in each category. The user interface of the digital magazine can then be modified to include the additional functions of the digital magazine, and the digital magazine can be presented to the user.
G06F 3/048 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI]
G06F 3/0481 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] fondées sur des propriétés spécifiques de l’objet d’interaction affiché ou sur un environnement basé sur les métaphores, p. ex. interaction avec des éléments du bureau telles les fenêtres ou les icônes, ou avec l’aide d’un curseur changeant de comportement ou d’aspect
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
G06F 3/0483 - Interaction avec des environnements structurés en pages, p. ex. métaphore livresque
A system generates and displays to a user of a digital magazine a list of candidate topics. The system first receives a package name list from a user device of the user, and the package name list indicates computer applications installed on the user device. The system retrieves a package name-topic matrix generated based on information associated with a set of existing users of the system. The system compares package names included in the received package name list and package names included in the package name-topic matrix, and identifies known topics in the package name-topic matrix based on the comparison. The system generates a list of candidate topics for the user based on the identified known topics, and provides the list for display to the user. In response to candidate topics selected by the user, the system provides to the user content relevant to the selected candidate topics.
A digital magazine server displays content items from various sources to users of client devices. Each source of a content item is identified by a domain, and content items for different sources have different domain-level quality. To differentiate sources of content items, the domains identifying the sources are ranked based on domain scores of the domains generated by an aggregate of multiple trained domain classifiers. A domain score of a domain indicates a domain-level quality of content items provided by a source identified by the domain. Each of the trained domain classifiers (e.g., a naïve Bayes classifier, a random forest classifier, and a logistic regression classifier) generates a prediction of whether a domain is a spam domain based on the domain features and domains with known labels. Based on the domain scores of domains, the domain ranking module may adaptively select content items from the sources with corresponding domains scores.
A computer-implemented method is disclosed for determining, for comments associated with a content item, response likelihood scores indicating likelihood of a user responding to the comments, and presenting the comments to the user according to the determined response likelihood scores. A response likelihood score of the user responding to a comment is determined according to an emotion score associated with the comment and a user propensity of the user responding to comments with similar emotion scores for a topic of the content item. The comments associated with the content item are ranked based on the response likelihood scores associated with the comments. An arrangement of the comments can be determined based on the rankings of the comments, and the comments can be presented to the user according to the determined arrangement.
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06Q 50/00 - Technologies de l’information et de la communication [TIC] spécialement adaptées à la mise en œuvre des procédés d’affaires d’un secteur particulier d’activité économique, p. ex. aux services d’utilité publique ou au tourisme
A digital magazine server generates an ownerless digital magazine for a community space. The digital magazine server is configured to receive a first sharing request for a community space from a user of the digital magazine server. In response, the digital magazine server creates a community space which includes a community space identification (ID) and an allocated storage space for the community space in the digital magazine server. The digital magazine server provides the community space ID to other users, who can contribute content to the community space through the digital magazine. The digital magazine server also automatically selects content not shared by the community members, where the digital magazine server identifies content for the community space, trains one or more models using various machine learning techniques to generate scores for the identified content, and selects identified content based on the scores for the community space.
G06F 15/16 - Associations de plusieurs calculateurs numériques comportant chacun au moins une unité arithmétique, une unité programme et un registre, p. ex. pour le traitement simultané de plusieurs programmes
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
09 - Appareils et instruments scientifiques et électriques
35 - Publicité; Affaires commerciales
41 - Éducation, divertissements, activités sportives et culturelles
42 - Services scientifiques, technologiques et industriels, recherche et conception
45 - Services juridiques; services de sécurité; services personnels pour individus
Produits et services
computer software, namely, software for creating or facilitating an on-line presence where users can share information, participate in discussions, get feedback from their peers, form virtual communities, and engage in social networking featuring social media, photos, images, and topics of general interest to such users; computer software for aggregating and integrating information, images and content from social networks, publicly available sources and personal websites and communications to provide and enable users to interact with information, images and content of greatest interest to them; computer software, namely, software that enables users of computers and mobile devices to access, aggregate, organize and interact with content, information and images from social media websites, publicly available sources, and personal websites and communications, and provides data, information and updates on topics of general interest to members of an on-line community online advertising services for others entertainment and educational services, namely, online magazine featuring articles, images, and photos about news, entertainment, and current events; providing a virtual environment where users can find and exchange articles, images, and photos about topics, people, and current events, and where users can interact for entertainment purposes and to express opinions about topics, people, and current events; computer services, namely, providing data, information and updates on topics of interest to users of an on-line community, namely, entertainment information computer services, namely, providing an on-line site featuring non-downloadable software for users to share information, participate in discussions, get feedback from their peers, form virtual communities, and engage in social networking featuring social media, photos, images, and topics of general interest to such users; providing an interactive website featuring technology that aggregates and integrates information, images and content from social networks, publicly available sources and personal websites and communications and enables users to interact with information and content of greatest interest to them; computer services, namely, providing a web-based system and online portal featuring on-line non downloadable software that enables users of computers and mobile devices to access, aggregate and interact with content, information and images from social media websites, publicly available sources, and personal websites and communications; providing a website featuring a media aggregator and search engine for internet and social content; application service provider, namely, providing, hosting, managing, developing, and maintaining applications, software, web sites, and databases of others in the fields of personal media and communications content; application service provider (ASP) featuring software for use in the collection, dissemination, and assimilation of data, information, photos and images for social networking purposes online social networking services; providing a social networking website for entertainment and social communications purposes; computer services, namely, providing data, information and updates on topics of interest to users of an on-line community, namely, social networking information
19.
Updating page templates presenting content from a digital magazine in a native application
An application associated with a digital magazine server and executing on a client device uses one or more dynamic page templates specifying the layout and formatting of content from the digital magazine server to generate pages of content for presentation to a user. To modify presentation of pages of content, the application receives dynamic page templates from the digital magazine server that replace or modify dynamic page templates previously stored on the client device executing the application. The application may request dynamic page templates from the digital magazine server when certain conditions are satisfied in some embodiments. Alternatively, the digital magazine server determines when to communicate dynamic page templates to the client device executing the application.
A digital magazine presents content items based on user interaction with or preference for content items determined based on how a user flips through different content items of the digital magazine. For example, the user may slow down or pause flipping, flip through content items at an inconsistent pace or change the navigational direction of the flipping, when the user is encountered with content items of interest. By analyzing how a user flips through different content items, content items that the user interacts with can be determined, and content items that the user may interact with or prefer can be determined and presented to the user.
G06F 3/048 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI]
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06F 3/0483 - Interaction avec des environnements structurés en pages, p. ex. métaphore livresque
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
G06F 3/0488 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] utilisant des caractéristiques spécifiques fournies par le périphérique d’entrée, p. ex. des fonctions commandées par la rotation d’une souris à deux capteurs, ou par la nature du périphérique d’entrée, p. ex. des gestes en fonction de la pression exercée enregistrée par une tablette numérique utilisant un écran tactile ou une tablette numérique, p. ex. entrée de commandes par des tracés gestuels
A digital magazine presents content items based on user interaction with or preference for content items determined based on how a user flips through different content items of the digital magazine. For example, the user may slow down or pause flipping, flip through content items at an inconsistent pace or change the navigational direction of the flipping, when the user is encountered with content items of interest. By analyzing how a user flips through different content items, content items that the user interacts with can be determined, and content items that the user may interact with or prefer can be determined and presented to the user.
G06F 3/01 - Dispositions d'entrée ou dispositions d'entrée et de sortie combinées pour l'interaction entre l'utilisateur et le calculateur
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
G06F 3/048 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI]
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06F 3/0483 - Interaction avec des environnements structurés en pages, p. ex. métaphore livresque
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
G06F 3/0488 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] utilisant des caractéristiques spécifiques fournies par le périphérique d’entrée, p. ex. des fonctions commandées par la rotation d’une souris à deux capteurs, ou par la nature du périphérique d’entrée, p. ex. des gestes en fonction de la pression exercée enregistrée par une tablette numérique utilisant un écran tactile ou une tablette numérique, p. ex. entrée de commandes par des tracés gestuels
A digital magazine server presents content, which may include images, retrieved from various sources to a user. To improve presentation of images while allowing modification of images, the digital magazine server identifies feature points in an image and identifies regions of the image including the feature points. Groups of regions are generated based at least on the number of feature points in each region and the location of each region. Based on information associated with the groups, such as the location of various groups and the aspect ratio of various groups, one or more groups are selected and associated with the image. The selected groups may identify regions of the image including an object or not including an object, providing information for modifying the image without obscuring objects in the image.
G06T 7/33 - Détermination des paramètres de transformation pour l'alignement des images, c.-à-d. recalage des images utilisant des procédés basés sur les caractéristiques
G06K 9/00 - Méthodes ou dispositions pour la lecture ou la reconnaissance de caractères imprimés ou écrits ou pour la reconnaissance de formes, p.ex. d'empreintes digitales
23.
Image scaling using a convolutional neural network
An online content system, such as a digital magazine, includes an image scaling engine for increasing the resolution of images. The image scaling engine comprises a convolutional neural network. An input image is preprocessed for use as inputs to a convolutional neural network (CNN). The preprocessed input image pixel values are used as inputs to the CNN. The CNN comprises convolutional layers and dense layers for determining image features and increasing image resolution. The CNN is trained using backpropagation to adjust model weights and biases. Each convolutional layer of a CNN detects features in an image by comparing image subregions to a set of known kernels and determining similarities between subregions and kernels using a convolution operation. The dense layers of the CNN have full connections to all of the outputs of a previous layer to determine the specific target output result such as output image pixel values.
A computer implemented method enables presenting interesting and informative preview video of a video content item in a digital magazine. The method comprises steps of receiving a video content item from a content provider, e.g., a 2-minute video advertisement for a car from an advertiser, and analyzing the video content item. The video content item is segmented into multiple segments based on the analysis, e.g., scene changes detected with the video frames of the video content item. One or more segments are selected, e.g., based on their associated visual quality, and are combined to generate a preview video, e.g., a 10-second long video highlighting new features of the car. One or more transition segments can be added between segments to enhance user experience with the preview video. The preview video is provided to a client device for display and auto playback.
G06F 3/00 - Dispositions d'entrée pour le transfert de données destinées à être traitées sous une forme maniable par le calculateurDispositions de sortie pour le transfert de données de l'unité de traitement à l'unité de sortie, p. ex. dispositions d'interface
G06F 13/00 - Interconnexion ou transfert d'information ou d'autres signaux entre mémoires, dispositifs d'entrée/sortie ou unités de traitement
H04N 5/445 - Circuits de réception pour visualisation d'information additionnelle
H04N 21/2668 - Création d'un canal pour un groupe dédié d'utilisateurs finaux, p. ex. en insérant des publicités ciblées dans un flux vidéo en fonction des profils des utilisateurs finaux
H04N 21/234 - Traitement de flux vidéo élémentaires, p. ex. raccordement de flux vidéo ou transformation de graphes de scènes du flux vidéo codé
H04N 21/45 - Opérations de gestion réalisées par le client pour faciliter la réception de contenu ou l'interaction avec le contenu, ou pour l'administration des données liées à l'utilisateur final ou au dispositif client lui-même, p. ex. apprentissage des préférences d'utilisateurs pour recommander des films ou résolution de conflits d'ordonnancement
H04N 21/8547 - Création de contenu impliquant des marquages temporels pour synchroniser le contenu
A computer implemented method enables presenting interesting and informative preview video of a video content item in a digital magazine. The method comprises steps of receiving a video content item from a content provider, e.g., a 2-minute video advertisement for a car from an advertiser, and analyzing the video content item. The video content item is segmented into multiple segments based on the analysis, e.g., scene changes detected with the video frames of the video content item. One or more segments are selected, e.g., based on their associated visual quality, and are combined to generate a preview video, e.g., a 10-second long video highlighting new features of the car. One or more transition segments can be added between segments to enhance user experience with the preview video. The preview video is provided to a client device for display and auto playback.
H04N 21/45 - Opérations de gestion réalisées par le client pour faciliter la réception de contenu ou l'interaction avec le contenu, ou pour l'administration des données liées à l'utilisateur final ou au dispositif client lui-même, p. ex. apprentissage des préférences d'utilisateurs pour recommander des films ou résolution de conflits d'ordonnancement
H04N 21/234 - Traitement de flux vidéo élémentaires, p. ex. raccordement de flux vidéo ou transformation de graphes de scènes du flux vidéo codé
H04N 21/2668 - Création d'un canal pour un groupe dédié d'utilisateurs finaux, p. ex. en insérant des publicités ciblées dans un flux vidéo en fonction des profils des utilisateurs finaux
H04N 21/8547 - Création de contenu impliquant des marquages temporels pour synchroniser le contenu
26.
Distributed scheduling systems for digital magazine
A distributed scheduling system is provided for scheduling tasks of providing content items in a digital magazine and verifying completion of tasks performed in a dynamic and scalable way. The distributed scheduling system includes multiple execution devices for executing tasks for generating and presenting the digital magazine, and multiple task service devices for verifying completion of tasks performed by the execution devices. Each of the execution devices and task service devices generates a heartbeat indicating the operation status of the device for executing a corresponding task. A heartbeat is an electric representation generated by the device to indicate the operation status of the device (e.g., operable/functional or inoperable/down). Each task may be associated with a corresponding one of the task service devices, and each task service device may verify completion of its associated tasks.
G06F 15/16 - Associations de plusieurs calculateurs numériques comportant chacun au moins une unité arithmétique, une unité programme et un registre, p. ex. pour le traitement simultané de plusieurs programmes
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
H04L 12/26 - Dispositions de surveillance; Dispositions de test
A digital magazine server logs user interactions with content provided by the server, including the topic of the content and time of the interaction by the user. For each user of the server, the server segments the time interval (e.g., a day) of the user's interactions with content into time periods, e.g., fixed time periods or automatically determined time periods, and ranks topics of interest for each time period. The server also obtains a list of topics that each user interacted with each day. The digital magazine server uses a time segmentation module based on content interaction data and associated timing information from the users of the server. Upon receiving a request for content from a user, the digital magazine server ranks the content for display to the user based on the match between the content and the ranked topics for the user during the current time associated with the request.
A digital magazine server logs user interactions with content provided by the server, including the topic of the content and time of the interaction by the user. For each user of the server, the server segments the time interval (e.g., a day) of the user's interactions with content into time periods, e.g., fixed time periods or automatically determined time periods, and ranks topics of interest for each time period. The server also obtains a list of topics that each user interacted with each day. The digital magazine server uses a time segmentation module based on content interaction data and associated timing information from the users of the server. Upon receiving a request for content from a user, the digital magazine server ranks the content for display to the user based on the match between the content and the ranked topics for the user during the current time associated with the request.
A computer implemented method enables smooth transition of video playback with page flip action within a digital magazine. The method comprises steps of monitoring a user's interactions with a video content item displayed on a current page of the digital magazine. Upon detecting a user flipping the current page to a next page, the video content item is paused, a graphics resource used for rending the video content item is disabled and a current video frame of the video content item is captured. In response to the user flipping the current page to the next page, the graphics resource is enabled for rending the page flip action, a modified current page with portions of the next page are gradually displayed to the user, while the captured video frame is continuously displayed on the current page until the page flip action is finished.
G06F 3/00 - Dispositions d'entrée pour le transfert de données destinées à être traitées sous une forme maniable par le calculateurDispositions de sortie pour le transfert de données de l'unité de traitement à l'unité de sortie, p. ex. dispositions d'interface
G06F 3/0483 - Interaction avec des environnements structurés en pages, p. ex. métaphore livresque
G06T 13/80 - Animation bidimensionnelle [2D], p. ex. utilisant des motifs graphiques programmables
H04N 21/431 - Génération d'interfaces visuellesRendu de contenu ou données additionnelles
H04N 21/472 - Interface pour utilisateurs finaux pour la requête de contenu, de données additionnelles ou de servicesInterface pour utilisateurs finaux pour l'interaction avec le contenu, p. ex. pour la réservation de contenu ou la mise en place de rappels, pour la requête de notification d'événement ou pour la transformation de contenus affichés
A digital magazine server receives user comments on content items of a digital magazine and generates comment threads. A comment thread has one or more user comments associated with a content item and at least one topic. A topic thread on a selected topic includes one or more comment threads related to the selected topic. To select comment threads for a topic thread based on the selected topic, the digital magazine server determines the relevance of the topic of each comment thread to the topic of the topic thread and determines the quality of the comment thread based on a plurality of quality factors such as number of comments and timestamps of the comments in a comment thread. The digital magazine server aggregates the comment threads based on at least one of topic relevance determination and thread quality determination and selects comment threads based on the aggregation.
A digital magazine server displays content to a user based on a page template specifying sizing and positioning of content items. The page template is selected from a set of candidate page templates, which is determined based on characteristics of page templates and characteristics of other page templates used to present content to the user. Different characteristics of a page template are weighted based on the page template's position in a series of additional page templates used to present content and characteristics of the additional page templates. Weights associated with different characteristics of a page template are combined to determine a template score for the page template, and the template score is used to determine if the page template is a candidate page template.
A content delivery system ensures viewability of ads in a flip-based digital magazine. User behavior in the environment of the digital magazine is observed and processed to identify one or more opportunities for ad placement. Ads are selected and placed in the digital magazine in such a way as to satisfy temporal and spatial criteria relating to display of the ads. In one embodiment, a full-page ad is inserted between consecutive content pages of the digital magazine in response to a flip action being performed by the user. The digital magazine may lock the ad in place and allow page transition after minimum display duration is satisfied. In another embodiment, an embedded ad is persisted between consecutive content pages to ensure minimum display duration is satisfied.
A content delivery system ensures viewability of ads in a flip-based digital magazine. User behavior in the environment of the digital magazine is observed and processed to identify one or more opportunities for ad placement. Ads are selected and placed in the digital magazine in such a way as to satisfy temporal and spatial criteria relating to display of the ads. In one embodiment, a full-page ad is inserted between consecutive content pages of the digital magazine in response to a flip action being performed by the user. The digital magazine may lock the ad in place and allow page transition after minimum display duration is satisfied. In another embodiment, an embedded ad is persisted between consecutive content pages to ensure minimum display duration is satisfied.
A topical search computer system identifies topics from various definitional (i.e., data) sources. The system generates a catalog of different topics from the data sources. Topics with similar names are differentiated by the system based on the context in which each topic is used. The context for a topic is represented by a context vector, which describes the co-occurrence relationships between the topic and other topics derived from the data sources. Because the system has computed a context for each topic, the system can provide improved search results responsive to user queries for information.
G06F 7/00 - Procédés ou dispositions pour le traitement de données en agissant sur l'ordre ou le contenu des données maniées
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
G06F 7/08 - Tri, c.-à-d. rangement des supports d'enregistrement dans un ordre de succession numérique ou autre, selon la classification d'au moins certaines informations portées sur les supports
35.
Curating a digital magazine with a user's own content
A digital magazine application executing on a client device is configured to receive content items from a user of the client device or from a digital magazine server, generate pages in a digital magazine by processing the received content, and provide the pages to a user of the client device. The client device generates a new personalized digital magazine for a user by enabling the user to select content items stored in the user's local storage of the client device and to create stories about the selected content items. The personalized digital magazine includes the user's own content items, corresponding stories and content items recommended by the digital magazine server, which share common characteristics with the user's own content items. The client device can also include a user's own content items into a magazine currently presented to the user.
A digital content system enables users of the content system to access, view and interact with digital content items in a safe, efficient and enjoyable online environment. The content system pre-filters an image content item and determines whether the content item is suspicious of having unsafe content, e.g., nudity and pornography. For example, the content system pre-filters an image content item based on the source of the image content item. A content item from a source known for providing safe content is determined to be safe. The content system determines an image content item to be safe if the content item matches a content item known to be safe or if the content item contains less than a threshold amount of human skin. The content system may further verify the content of the image content item with a verification service and takes remedial actions based on the verification result.
A solution is provided for presenting content items of a digital magazine to a user of a digital magazine server, where a dynamic index is provided to indicate which content items are currently displayed on a display of the computing device. Multiple content items of the digital magazine can be arranged in a content panel. A dynamic index is synchronized with the display region of the content panel such that when a position of the display region of the content panel changes, a dynamic index is updated to indicate the changed position of the display region of the content panel. A portion of a content item can be displayed or hidden depending on current user interaction with the display panel. The display region indicator indicates the displayed portions of the content items and their corresponding hidden portions.
A digital magazine server scores digital magazines based on how related the digital magazines are to each of a set of topics in a topic vector space, which allows ranking for each topic the magazines that are most closely related to the topic. The digital magazine server generates a magazine vector for the magazine in the topic vector space by aggregating extracted topics for the magazine and compares the magazine vector to each of the topics to determine a magazine-topic relevance score that indicates the relevance of the digital magazine to each topic in the topic vector space. The digital magazine server then ranks each of the digital magazines by their magazine-topic relevance scores for a particular topic, e.g., a trending topic from a user request, and selects a top number of magazines for the trending topic for the user.
A digital magazine server determines a dominant color present in an image using a clustering algorithm. Color components of each pixel in the image are identified used to generate vectors associated with each pixel. Based on the vectors associated with the pixels, clusters including one or more pixels are generated using a clustering algorithm (e.g., k-means). The digital magazine server generates a characteristic vector for each cluster based on the vectors included in the cluster and selects a set of clusters based on their characteristic vectors. A centroid identifying the dominant color of the image is determined from the characteristic vectors of clusters in the set.
G06K 9/00 - Méthodes ou dispositions pour la lecture ou la reconnaissance de caractères imprimés ou écrits ou pour la reconnaissance de formes, p.ex. d'empreintes digitales
G06T 7/90 - Détermination de caractéristiques de couleur
G06K 9/62 - Méthodes ou dispositions pour la reconnaissance utilisant des moyens électroniques
A digital magazine server presents content to a user that includes various content items. The user may provide a comment to the digital magazine server for association with a content item and may identify an additional user in the comment. To allow the user to more easily identify the additional user, the digital magazine server associates information identifying users who have performed actions with the content item in association with the content item. The digital magazine server compares information in a request to provide a comment to the information identifying the users who have performed actions with the content item and presents the user with information identifying users who have performed actions with the content item that at least partially matches a portion of the information in the request.
An application associated with a digital magazine server receives actions from a user of the digital magazine server with content provided by the application. Additionally, the application obtains rules including suggested actions for the user to perform that are associated with actions previously performed by the user. As the user interacts with the application, the application captures information describing actions performed by the user and compares the actions performed by the user to the rules. If the application identifies a rule including information describing actions previously performed by the user that match captured actions, the application presents information identifying the suggested action in the identified rule to the user.
A digital magazine server creates a section of a digital magazine including content items based on a page template describing the relative positioning and sizing of content items. A page template may include display regions specifying the size of content items as a percentage of a display area. Additionally, a display region in a page template may specify use of a sub-template for presenting content items. The sub-template includes display regions specifying the relative positioning of content items presented in the display region specifying use of the sub-template. To generate the section of the digital magazine, various page templates are scored and a page template is selected based on the scoring. One or more diversity policies may be enforced when selecting the page template to improve user interaction with the digital magazine.
Queuing actions received while a client device is offline for execution when connectivity is restored between the client device and a digital magazine server
A digital magazine application associated with a digital magazine server executes on a client device and allows a user to interact with content from the digital magazine server even when the client device is unable to communicate with the digital magazine server. When the application detects loss of communication with the digital magazine server, interactions received by the application after the loss of communication has been detected are stored in a queue on the client device. When communication with the digital magazine server is reestablished, interactions from the queue are communicated to the digital magazine server. Certain interactions having less than a threshold measure of time dependency are stored in the queue in an order based on their associated timestamps, allowing the stored interactions to be later executed in an appropriate order by the digital magazine server.
The disclosure relates (a) a method and computer program product for training a content classifier and (b) a method and computer program product for using the trained content classifier to determine compliance of content items with a content policy of an online system. A content classifier is trained using two training sets, one containing NSFW content items and the other containing SFW content items. Content signals are extracted from each content item and used by the classifier to output a decision, which is compared against its known classification. Parameters used in the classifier are adjusted iteratively to improve accuracy of classification. The trained classifier is then used to classify content items with unknown classifications. Appropriate action is taken for each content item responsive to its classification. In alternative embodiments, multiple classifiers are implemented as part of a two-tier classification system, with text and image content classified separately.
A digital magazine server creates a section of a digital magazine including content items based on a page template describing the relative positioning and sizing of content items. A page template may include display regions specifying the size of content items as a percentage of a display area. Additionally, a display region in a page template may specify use of a sub-template for presenting content items. The sub-template includes display regions specifying the relative positioning of content items presented in the display region specifying use of the sub-template. To generate the section of the digital magazine, various page templates are scored and a page template is selected based on the scoring. One or more diversity policies may be enforced when selecting the page template to improve user interaction with the digital magazine.
G06F 3/0484 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] pour la commande de fonctions ou d’opérations spécifiques, p. ex. sélection ou transformation d’un objet, d’une image ou d’un élément de texte affiché, détermination d’une valeur de paramètre ou sélection d’une plage de valeurs
G06F 17/22 - Manipulation ou enregistrement au moyen de codes, p.ex. dans une séquence de caractères de texte
A digital magazine application executing on a client device presents digital content to a user. Historical connectivity data describing connectivity between the client device and a network is obtained and is used to determine a predicted disconnection time indicating an anticipated loss of connectivity between the client device and the network. The historical connectivity is also used to determine a preload time prior to the predicted disconnection time. Content selected by the digital magazine server is communicated to the client device at the determined preload time for storage by the client device. Content may be selected for transmission based on attributes of content previously requested when the connection between the client device and network has less than a threshold bandwidth. At the preload time, for example, the client device requests a section of a digital magazine associated with content previously requested at times of low-bandwidth network connectivity.
An online content system, such as a digital magazine, provides scrollable content that can be advanced in discrete, full-page scrolling increments. Each page of the content may include text and one or more images. The online content system thus provides a page scrolling animation that minimizes the negative affect of fast-scrolling text on a user's experience. In the animation of a single page scroll, the text moves less than a full height of the page and the image(s) move the full height of the page (i.e., the current image moves completely off the page and the new image moves into position from a location completely off the page). During this animation, the image may pass over the text, covering the old text and revealing the new text as it moves into its final position. The old text may also fade out while the new text fades in.
Page layout of content items from a variety of sources is performed. A content processing system queues content items, such as user-generated blogs, tweets, social networking status updates and other postings, received from a variety of sources. Each content item comprises one or more assets from one or more asset types. The asset types include text, images, and video. A page builder retrieves items from the queue and determines the item's size constraints. A template is selected from a template database to use as a layout for the items on a page; each template has a number of slots into which content can be placed. A layout module lays out the items into the slots of the selected template based on the respective size and aspect ratio constraints of the items, in order to build a page to serve to a client device.
G06Q 50/00 - Technologies de l’information et de la communication [TIC] spécialement adaptées à la mise en œuvre des procédés d’affaires d’un secteur particulier d’activité économique, p. ex. aux services d’utilité publique ou au tourisme
G06F 17/22 - Manipulation ou enregistrement au moyen de codes, p.ex. dans une séquence de caractères de texte
A digital magazine application executing on a client device presents digital content to a user. Historical connectivity data describing connectivity between the client device and a network is obtained and is used to determine a predicted disconnection time indicating an anticipated loss of connectivity between the client device and the network. The historical connectivity is also used to determine a preload time prior to the predicted disconnection time. Content selected by the digital magazine server is communicated to the client device at the determined preload time for storage by the client device. Content may be selected for transmission based on attributes of content previously requested when the connection between the client device and network has less than a threshold bandwidth. At the preload time, for example, the client device requests a section of a digital magazine associated with content previously requested at times of low-bandwidth network connectivity.
G06F 15/16 - Associations de plusieurs calculateurs numériques comportant chacun au moins une unité arithmétique, une unité programme et un registre, p. ex. pour le traitement simultané de plusieurs programmes
H04W 4/02 - Services utilisant des informations de localisation
H04L 12/26 - Dispositions de surveillance; Dispositions de test
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
51.
Selecting additional supplemental content for presentation in conjunction with a content item presented via a digital magazine
A digital magazine server provides a digital magazine including content items to a client device for presentation to a user. To increase user interaction with the digital magazine, the digital magazine server identifies a content item in the digital magazine and determines one or more topics associated with the identified content item. From the one or more topics, the digital magazine server identifies a topic and obtains candidate content items that are also associated with the identified topic. A candidate content item is selected from the candidate content item and the selected candidate content item is presented in conjunction with the identified content item.
An interactive advertisement unit comprises an interactive position-based video portion, and may also include one or more of an introduction (“intro”) portion and an exit video portion. The advertisement unit is displayed to the user in response to an impression event, which may be an action performed by the user. Once the impression event is detected, the intro video portion, if included in the interactive advertisement unit, begins playing linearly with respect to time. When intro video portion concludes, the client device displays the interactive position-based video portion of the advertisement. During the display of this interactive position-based video portion, the client device continuously displays an image selected from a video sequence based on the orientation and/or position of the client device. Once the client device detects an exit event, the client device may play the exit video portion linearly with respect to time.
G06F 3/0484 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] pour la commande de fonctions ou d’opérations spécifiques, p. ex. sélection ou transformation d’un objet, d’une image ou d’un élément de texte affiché, détermination d’une valeur de paramètre ou sélection d’une plage de valeurs
G11B 27/10 - IndexationAdressageMinutage ou synchronisationMesure de l'avancement d'une bande
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06F 3/0346 - Dispositifs de pointage déplacés ou positionnés par l'utilisateurLeurs accessoires avec détection de l’orientation ou du mouvement libre du dispositif dans un espace en trois dimensions [3D], p. ex. souris 3D, dispositifs de pointage à six degrés de liberté [6-DOF] utilisant des capteurs gyroscopiques, accéléromètres ou d’inclinaison
G06F 3/0483 - Interaction avec des environnements structurés en pages, p. ex. métaphore livresque
An interactive advertisement unit comprises an interactive position-based video portion, and may also include one or more of an introduction ("intro") portion and an exit video portion. The advertisement unit is displayed to the user in response to an impression event, which may be an action performed by the user. Once the impression event is detected, the intro video portion, if included in the interactive advertisement unit, begins playing linearly with respect to time. When intro video portion concludes, the client device displays the interactive position-based video portion of the advertisement. During the display of this interactive position-based video portion, the client device continuously displays an image selected from a video sequence based on the orientation and/or position of the client device. Once the client device detects an exit event, the client device may play the exit video portion linearly with respect to time.
A digital magazine server determines a dominant color present in an image using a clustering algorithm. Color components of each pixel in the image are identified used to generate vectors associated with each pixel. Based on the vectors associated with the pixels, clusters including one or more pixels are generated using a clustering algorithm (e.g., k-means). The digital magazine server generates a characteristic vector for each cluster based on the vectors included in the cluster and selects a set of clusters based on their characteristic vectors. A centroid identifying the dominant color of the image is determined from the characteristic vectors of clusters in the set.
G06K 9/00 - Méthodes ou dispositions pour la lecture ou la reconnaissance de caractères imprimés ou écrits ou pour la reconnaissance de formes, p.ex. d'empreintes digitales
G09G 5/02 - Dispositions ou circuits de commande de l'affichage communs à l'affichage utilisant des tubes à rayons cathodiques et à l'affichage utilisant d'autres moyens de visualisation caractérisés par la manière dont la couleur est visualisée
A digital magazine server detects a portion of an image including pixels having similar or matching color values. Values are identified for pixels within the portion based on color values of the pixels and a measure of diversity of color is determined based on the identified values. The measure of color diversity is compared to a threshold value, and if the measure of diversity does not exceed the threshold value, the digital magazine server stores information indicating the portion does not include content. The digital magazine server may also identify an additional portion within a threshold distance of the portion if the portion does not include content and determine whether the additional portion includes pixels having matching or similar color values.
G06K 9/00 - Méthodes ou dispositions pour la lecture ou la reconnaissance de caractères imprimés ou écrits ou pour la reconnaissance de formes, p.ex. d'empreintes digitales
G06K 9/34 - Découpage des formes se touchant ou se chevauchant dans la zone image
A digital magazine server displays content to a user based on a page template specifying sizing and positioning of content items. The page template is selected from a set of candidate page templates, which is determined based on characteristics of page templates and characteristics of other page templates used to present content to the user. Different characteristics of a page template are weighted based on the page template's position in a series of additional page templates used to present content and characteristics of the additional page templates. Weights associated with different characteristics of a page template are combined to determine a template score for the page template, and the template score is used to determine if the page template is a candidate page template.
A digital magazine server displays content to a user based on a page template specifying sizing and positioning of content items. The page template is selected from a set of candidate page templates, which is determined based on characteristics of page templates and characteristics of other page templates used to present content to the user. Different characteristics of a page template are weighted based on the page template's position in a series of additional page templates used to present content and characteristics of the additional page templates. Weights associated with different characteristics of a page template are combined to determine a template score for the page template, and the template score is used to determine if the page template is a candidate page template.
A digital magazine server displays content to a user based on a page template specifying sizing and positioning of content items. Display regions in the page template for presenting content items have a width determined by a width of a display area of a client device presenting the content and heights determined based on a percentage of the width of the display area. For example, heights of various display regions are determined as a product of a value and the percentage of the width of the display area. Heights of display regions may be determined so that different display regions have different heights.
A digital magazine server receives a request from a user to create a section of a digital magazine including information identifying additional users authorized to modify content included in the section. For example, the request includes information identifying specific additional users or includes attributes associated with additional users. Based on information in the request, the digital magazine server identifies the additional users authorized to modify the content included in the section and notifies the additional user of their authorization to modify content included in the section. A modification to content included in the section is received from an additional user (e.g., identifying a content item, modifying content of a content item in the section), with the section generated based at least in part on the received modification. When the section is presented to digital magazine server users, the additional user providing the modification is also identified.
G06F 3/00 - Dispositions d'entrée pour le transfert de données destinées à être traitées sous une forme maniable par le calculateurDispositions de sortie pour le transfert de données de l'unité de traitement à l'unité de sortie, p. ex. dispositions d'interface
A digital magazine server receives feeds of content items from various sources and formats content items from the feed for presentation in a digital magazine. The digital magazine server determines whether the content items from the feed satisfy one or more rules specifying presentation of content items by the digital magazine server. Content items from a feed are compared to the one or more rules to generate results specifying whether various content items satisfy one or more of the rules. To simplify review of the content items, results are grouped for each content item to allow the source of the feed to individually edit the content items to comply with the one or more rules.
A digital magazine application executing on a client device enables a user of the client device to view and navigate digital content. The digital magazine application detects tilt gestures based on changes in orientation of the client device detected by an orientation sensor of the client device. When a tilt gesture is detected, the digital magazine application identifies a direction of the tilt gesture and selects content for presentation based on the tilt gesture and its direction. Hence, the digital magazine application simplifies navigation between content presented by the client device, allowing a user of the client device to navigate among content by changing the orientation of the client device.
G06F 3/00 - Dispositions d'entrée pour le transfert de données destinées à être traitées sous une forme maniable par le calculateurDispositions de sortie pour le transfert de données de l'unité de traitement à l'unité de sortie, p. ex. dispositions d'interface
62.
Generating a content stream including content items from multiple applications executing on a client device
A content stream including content items retrieved from various applications executing on a client device is presented by the client device. A set of content items associated with a topic matching a stream topic associated with the content stream is identified from the retrieved content items. Quality scores are determined for each content item in the set providing a measure of a user's interest in each content item. A display set of content items is selected based on the quality scores, with one or more content items from the display set displayed based on a stream template. The stream template includes multiple slots each associated with one or more content items, and specifies a relative position of different slots to each other.
Page layout of web content is performed based on templates. Publishers publish web content referred to as “sources.” Each source comprises one or more assets from one or more asset types. The asset types include title, subtitle, byline, dateline, pull quote, image, video, audio, caption, and in-line text. A content processing system processes the sources using a conversion module and a rule database. The conversion module restructures a received source into a standardized format of the source, wherein each asset of the source is tagged with an asset type according to rules present in the rule database. A layout module interprets the standardized source, determines one or more templates from a template database to use for the layout of the assets of the source, and lays out the assets of the source based on the selected templates.
Systems and methods for enabling users to rapidly flip through displayed pages of content in an intuitive manner are provided. Graphical animations for transitioning from one page to another can be executed so that portions of three or more pages can be simultaneously viewed. This enables a user to make snap judgments as to whether she wishes to explore anyone of those pages in more detail as she rapidly flips through the pages.
G06F 3/0483 - Interaction avec des environnements structurés en pages, p. ex. métaphore livresque
G06F 3/0488 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] utilisant des caractéristiques spécifiques fournies par le périphérique d’entrée, p. ex. des fonctions commandées par la rotation d’une souris à deux capteurs, ou par la nature du périphérique d’entrée, p. ex. des gestes en fonction de la pression exercée enregistrée par une tablette numérique utilisant un écran tactile ou une tablette numérique, p. ex. entrée de commandes par des tracés gestuels
G06F 3/0485 - Défilement ou défilement panoramique
G06F 3/0482 - Interaction avec des listes d’éléments sélectionnables, p. ex. des menus
G06F 3/0484 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] pour la commande de fonctions ou d’opérations spécifiques, p. ex. sélection ou transformation d’un objet, d’une image ou d’un élément de texte affiché, détermination d’une valeur de paramètre ou sélection d’une plage de valeurs
G06T 13/80 - Animation bidimensionnelle [2D], p. ex. utilisant des motifs graphiques programmables
A digital magazine server creates cover pages identifying relevant content items relevant to a user. Candidate feeds of content items are identified from various sources, with clusters of content items generated from content items included in various candidate feeds. Content items in various clusters are scored, and one or more content items are selected from each cluster. The selected content items are placed in a consolidated feed, which is used to create a cover page for viewing by a user of the digital magazine server. One or more advertisements may be included in a candidate feed, with the digital magazine server specifying a position within the cover page in which a content item associated with a candidate feed including an advertisement is presented.
A digital magazine server creates cover pages identifying relevant content items relevant to a user. Candidate feeds of content items are identified from various sources, with clusters of content items generated from content items included in various candidate feeds. Content items in various clusters are scored, and one or more content items are selected from each cluster. The selected content items are placed in a consolidated feed, which is used to create a cover page for viewing by a user of the digital magazine server. One or more advertisements may be included in a candidate feed, with the digital magazine server specifying a position within the cover page in which a content item associated with a candidate feed including an advertisement is presented.
A digital magazine server user may identify a content item presented by the digital magazine server to save or present to other digital magazine server users by interacting with a client device presenting the content item. For example, providing a gesture to the client device identifies a content item for presentation to other digital magazine server users. The gesture may begin by the user interacting with a portion of a display device that displays a portion of the content item and continue as the user interacts with the display device along a path from the portion to an additional portion. When the gesture is completed, the user may be presented with options to present the content item to additional digital magazine server users, or the content item may be presented to other digital magazine server users.
H04L 29/06 - Commande de la communication; Traitement de la communication caractérisés par un protocole
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06F 3/01 - Dispositions d'entrée ou dispositions d'entrée et de sortie combinées pour l'interaction entre l'utilisateur et le calculateur
G06F 3/0482 - Interaction avec des listes d’éléments sélectionnables, p. ex. des menus
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
G06F 3/0484 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] pour la commande de fonctions ou d’opérations spécifiques, p. ex. sélection ou transformation d’un objet, d’une image ou d’un élément de texte affiché, détermination d’une valeur de paramètre ou sélection d’une plage de valeurs
A digital magazine server allows its users to create digital magazines by including content items in sections of one or more digital magazines. For various pairs of digital magazines, the digital magazine server determines a score based on a number of content items added to a digital magazine that were previously added to an additional digital magazine in a pair. The score indicates a frequency that the additional digital magazine added content items before the digital magazine. Digital magazines may be ranked for a user based on the scores, with the ranking used to recommend digital magazines or other users to the user. Further, the scores and connections between digital magazines may be used to create an influence score for various digital magazines.
A digital magazine server allows its users to create digital magazines by including content items in sections of one or more digital magazines. For various pairs of digital magazines, the digital magazine server determines a score based on a number of content items added to a digital magazine that were previously added to an additional digital magazine in a pair. The score indicates a frequency that the additional digital magazine added content items before the digital magazine. Digital magazines may be ranked for a user based on the scores, with the ranking used to recommend digital magazines or other users to the user. Further, the scores and connections between digital magazines may be used to create an influence score for various digital magazines.
A digital magazine application executing on a client device presents content retrieved from various sources to a user by presenting content regions that are each associated with various content items. When the digital magazine application identifies a type of interaction with a content region, the content region is modified to present information about various content items associated with the content region. For example, if the digital magazine application determines that a user positions a pointer at least a threshold distance from a surface of a display device for at least a threshold length of time at a location along a length and along a width of a display device where a content region is presented, the content region is modified. For example, the content region is increased in size and information describing content items associated with the content region is presented.
G06F 3/0484 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] pour la commande de fonctions ou d’opérations spécifiques, p. ex. sélection ou transformation d’un objet, d’une image ou d’un élément de texte affiché, détermination d’une valeur de paramètre ou sélection d’une plage de valeurs
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
An online system generates implied links between objects distributed by the online system based on a plurality of users' behaviors with respect to the objects. For a behavior of a user with respect to an object that satisfies a link criterion, the online system identifies a connection between the user and the object. Local object graphs are generated to represent the relationships between the objects connected to each user, and the local object graphs are merged into a global object graph. An adjacency matrix is extracted from the global object graph as a representation of the strength of relationships between the objects distributed by the online system. The online system may then apply graph analysis techniques to the adjacency matrix, thereby analyzing the relationships between the objects without relying upon explicit links between the objects.
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
G06F 7/00 - Procédés ou dispositions pour le traitement de données en agissant sur l'ordre ou le contenu des données maniées
H04L 29/06 - Commande de la communication; Traitement de la communication caractérisés par un protocole
G06Q 50/00 - Technologies de l’information et de la communication [TIC] spécialement adaptées à la mise en œuvre des procédés d’affaires d’un secteur particulier d’activité économique, p. ex. aux services d’utilité publique ou au tourisme
A digital magazine server presents content, which may include images, retrieved from various sources to a user. To improve presentation of images while allowing modification of images, the digital magazine server identifies feature points in an image and identifies regions of the image including the feature points. Groups of regions are generated based at least on the number of feature points in each region and the location of each region. Based on information associated with the groups, such as the location of various groups and the aspect ratio of various groups, one or more groups are selected and associated with the image. The selected groups may identify regions of the image including an object or not including an object, providing information for modifying the image without obscuring objects in the image.
G06K 9/00 - Méthodes ou dispositions pour la lecture ou la reconnaissance de caractères imprimés ou écrits ou pour la reconnaissance de formes, p.ex. d'empreintes digitales
73.
Recommending magazines to users of a digital magazine server
A digital magazine server identifies content items for recommendation to a user based on content items with which the user previously interacted. Based on key phrases and terms in content items with which the user previously interacted, topics are associated with the content items and used to generate a vector for each content item. The vectors are used to generate clusters including one or more content items. A characteristic vector is generated for each cluster based on the vectors generated for content items within a cluster. Candidate content items are retrieved and topics included in the candidate content items are used along with the characteristic vectors to determine a measure of similarity between candidate content items and various clusters. Candidate content items with at least a threshold measure of similarity to a cluster are selected for presentation to the user.
A digital magazine server separates an advertisement received for presentation to one or more digital magazine server users into a plurality of layers, each including one or more elements of the advertisement. For example, one or more foreground layers and one or more background layers of an advertisement are identified. By modifying elements included in different layers, modified advertisements associated with different display sizes are generated and associated with the display sizes. When presenting the advertisement to a user, the digital magazine server determines a size of a slot in which the advertisement is to be presented and retrieves a modified advertisement associated with the size of the slot for presentation to the user.
A digital magazine server separates an advertisement received for presentation to one or more digital magazine server users into a plurality of layers, each including one or more elements of the advertisement. For example, one or more foreground layers and one or more background layers of an advertisement are identified. By modifying elements included in different layers, modified advertisements associated with different display sizes are generated and associated with the display sizes. When presenting the advertisement to a user, the digital magazine server determines a size of a slot in which the advertisement is to be presented and retrieves a modified advertisement associated with the size of the slot for presentation to the user.
A topical search computer system identifies topics from various definitional (i.e., data) sources. The system generates a catalog of different topics from the data sources. Topics with similar names are differentiated by the system based on the context in which each topic is used. The context for a topic is represented by a context vector, which describes the co-occurrence relationships between the topic and other topics derived from the data sources. Because the system has computed a context for each topic, the system can provide improved search results responsive to user queries for information.
Systems and methods for enabling users to rapidly flip through displayed pages of content in an intuitive manner are provided. Graphical animations for transitioning from one page to another can be executed so that portions of three or more pages can be simultaneously viewed. This enables a user to make snap judgments as to whether she wishes to explore any one of those pages in more detail as she rapidly flips through the pages.
G06F 3/0483 - Interaction avec des environnements structurés en pages, p. ex. métaphore livresque
G06F 3/0488 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] utilisant des caractéristiques spécifiques fournies par le périphérique d’entrée, p. ex. des fonctions commandées par la rotation d’une souris à deux capteurs, ou par la nature du périphérique d’entrée, p. ex. des gestes en fonction de la pression exercée enregistrée par une tablette numérique utilisant un écran tactile ou une tablette numérique, p. ex. entrée de commandes par des tracés gestuels
G06F 3/0484 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] pour la commande de fonctions ou d’opérations spécifiques, p. ex. sélection ou transformation d’un objet, d’une image ou d’un élément de texte affiché, détermination d’une valeur de paramètre ou sélection d’une plage de valeurs
G06T 13/80 - Animation bidimensionnelle [2D], p. ex. utilisant des motifs graphiques programmables
A digital magazine identifies content items for recommendation to a user by determining the address information of one or more content items. The address information of a content item identifies a source from which the content item was received and additional information describing the content item. Representations of content items are generated from the address information for each content item. Additionally, representations of content items previously presented to the user are generated from the address information for the previously presented content items. A measure of similarity between a representation of a content item and a representation of a previously presented content item is determined and used to select content items to present to the user.
A topical search computer system identifies topics from various definitional (i.e., data) sources. The system generates a catalog of different topics from the data sources. Topics with similar names are differentiated by the system based on the context in which each topic is used. The context for a topic is represented by a context vector, which describes the co-occurrence relationships between the topic and other topics derived from the data sources. Because the system has computed a context for each topic, the system can provide improved search results responsive to user queries for information.
A digital magazine presents content items to a user including one or more animation files. An animation file includes a plurality of frames that each has a variable display duration. To improve presentation of an animation file, a number of frames of the animation file that are preloaded into a memory of the client device on which the animation file is presented is determined based on contextual features describing computing resources available to the client device and on the display duration of frames of the animation file subsequent to a currently displayed frame of the animation file. Additionally, an animation file may be selected for preloading and display from a plurality of animation files based on a ranking the animation files.
A digital magazine server creates a section of a digital magazine including content items based on a page template describing the relative positioning and sizing of content items. A page template may include display regions specifying the size of content items as a percentage of a display area. Additionally, a display region in a page template may specify use of a sub-template for presenting content items. The sub-template includes display regions specifying the relative positioning of content items presented in the display region specifying use of the sub-template. To generate the section of the digital magazine, various page templates are scored and a page template is selected based on the scoring. One or more diversity policies may be enforced when selecting the page template to improve user interaction with the digital magazine.
A digital magazine server creates a section of a digital magazine including content items based on a page template describing the relative positioning and sizing of content items. A page template may include display regions specifying the size of content items as a percentage of a display area. Additionally, a display region in a page template may specify use of a sub-template for presenting content items. The sub-template includes display regions specifying the relative positioning of content items presented in the display region specifying use of the sub-template. To generate the section of the digital magazine, various page templates are scored and a page template is selected based on the scoring. One or more diversity policies may be enforced when selecting the page template to improve user interaction with the digital magazine.
A digital magazine server creates a section of a digital magazine including content items based on a page template describing the relative positioning and sizing of content items. A page template may include display regions specifying the size of content items as a percentage of a display area. Additionally, a display region in a page template may specify use of a sub-template for presenting content items. The sub-template includes display regions specifying the relative positioning of content items presented in the display region specifying use of the sub-template. To generate the section of the digital magazine, various page templates are scored and a page template is selected based on the scoring. One or more diversity policies may be enforced when selecting the page template to improve user interaction with the digital magazine.
A digital magazine server creates a section of a digital magazine including content items based on a page template describing the relative positioning and sizing of content items. A page template may include display regions specifying the size of content items as a percentage of a display area. Additionally, a display region in a page template may specify use of a sub-template for presenting content items. The sub-template includes display regions specifying the relative positioning of content items presented in the display region specifying use of the sub-template. To generate the section of the digital magazine, various page templates are scored and a page template is selected based on the scoring. One or more diversity policies may be enforced when selecting the page template to improve user interaction with the digital magazine.
When a device is rotated from a portrait orientation to landscape orientation, or vice versa, the display device rotates the content items within distinct respective content regions of a page template (“slots”) that each appear to stay in their same position with respect to a frame of reference of the display device. While the content regions stay in their same positions, the content within each content region counter-rotates in place to offset the rotation of the display device. Thus, the content within the content regions maintains an orientation with respect to a constant (non-rotating) frame of reference, regardless of the orientation or rotation of the display device. In one embodiment, a slot's position, height, and width in a template in a second orientation are determined from the slot's position, height, and width in the template in a first orientation.
G09G 5/00 - Dispositions ou circuits de commande de l'affichage communs à l'affichage utilisant des tubes à rayons cathodiques et à l'affichage utilisant d'autres moyens de visualisation
G06F 17/00 - Équipement ou méthodes de traitement de données ou de calcul numérique, spécialement adaptés à des fonctions spécifiques
G06F 3/048 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI]
A client device selects content items associated with various applications executing on the client device and dynamically lays out the selected content items for presentation while the client device is in a locked state. To present the selected content items, the client device selects a page template including slots specifying sizing and relative positioning of content items based on user attributes, geographic information, client device characteristics, and content item attributes. Content items associated with various applications are associated with each slot in the selected page template, and when the client device is in a locked state, the content items are presented with relative sizing and positioning determined by the slots in the selected page template.
G06F 3/0488 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] utilisant des caractéristiques spécifiques fournies par le périphérique d’entrée, p. ex. des fonctions commandées par la rotation d’une souris à deux capteurs, ou par la nature du périphérique d’entrée, p. ex. des gestes en fonction de la pression exercée enregistrée par une tablette numérique utilisant un écran tactile ou une tablette numérique, p. ex. entrée de commandes par des tracés gestuels
G06F 3/0487 - Techniques d’interaction fondées sur les interfaces utilisateur graphiques [GUI] utilisant des caractéristiques spécifiques fournies par le périphérique d’entrée, p. ex. des fonctions commandées par la rotation d’une souris à deux capteurs, ou par la nature du périphérique d’entrée, p. ex. des gestes en fonction de la pression exercée enregistrée par une tablette numérique
87.
DYNAMIC ARRANGEMENT OF CONTENT PRESENTED WHILE A CLIENT DEVICE IS IN A LOCKED STATE
A client device selects content items associated with various applications executing on the client device and dynamically lays out the selected content items for presentation while the client device is in a locked state. To present the selected content items, the client device selects a page template including slots specifying sizing and relative positioning of content items based on user attributes, geographic information, client device characteristics, and content item attributes. Content items associated with various applications are associated with each slot in the selected page template, and when the client device is in a locked state, the content items are presented with relative sizing and positioning determined by the slots in the selected page template.
G09G 5/02 - Dispositions ou circuits de commande de l'affichage communs à l'affichage utilisant des tubes à rayons cathodiques et à l'affichage utilisant d'autres moyens de visualisation caractérisés par la manière dont la couleur est visualisée
88.
Viewing angle image manipulation based on device rotation
A user device uses sensors to determine the rotation of the user device with respect to a reference orientation. Using the user device rotation, an image manipulation module accesses images that are associated with image rotations. A set of the images are selected based on the device rotation to select images that have image orientations corresponding to the device rotation. A weight may be determined for each selected image, and the images are combined to generate a blended image using the weights. The blended image is displayed to the user, and as the rotation of the user devices changes, the process is repeated to display changing blended images based on the device rotation, thereby animating the rotation effect.
A user device uses sensors to determine the rotation of the user device with respect to a reference orientation. Using the user device rotation, an image manipulation module accesses images that are associated with image rotations. A set of the images are selected based on the device rotation to select images that have image orientations corresponding to the device rotation. A weight may be determined for each selected image, and the images are combined to generate a blended image using the weights. The blended image is displayed to the user, and as the rotation of the user devices changes, the process is repeated to display changing blended images based on the device rotation, thereby animating the rotation effect.
G09G 5/00 - Dispositions ou circuits de commande de l'affichage communs à l'affichage utilisant des tubes à rayons cathodiques et à l'affichage utilisant d'autres moyens de visualisation
A digital magazine server generates pages presenting content items to a user in slots of a page template describing a relative positioning of content regions presenting content items. A page template may include a limited number of slots that limits the number of content regions presented to a user. If a number of content items selected for presentation to the user exceeds the limited number of slots in a page template, a plurality of content items are selected and used to generate a combined content item. The combined content item identifies each of the selected plurality of content items and allows a user to view information from various content items used to generate the combined content item.
Syndicated descriptions of web content are obtained from feeds. For each item of each feed, a link is followed to a content page, and it is determined whether the content page directly or indirectly points back to the feed. If so, the description of the item from the feed is stored as an authorized description with a canonical form of the link to the item. Subsequently, when an item of user-generated content that includes a link to web content is received, the link to the web content is canonicalized. Based on the canonicalized link, any stored authorized syndicated descriptions of the linked content is obtained. If more than one authorized syndicated description of an item of linked content is available, one is selected. Then, the item of user-generated content containing a link can be published with an authorized syndicated description of the linked content.
A digital magazine server presents content retrieved from various sources to a user. The content may include various images, with images selected by the digital magazine server for presentation to a user along with additional content. Text associated with an image may also be retrieved and presented to the user along with the image. To improve presentation of images with text, the digital magazine server identifies features in an image and identifies regions of the image where text is capable of being presented without obscuring or being obscured by features of the image. The image is modified to present text associated with the image in one or more of the identified images, allowing the text to be presented without detracting from features of the image.
G06K 9/00 - Méthodes ou dispositions pour la lecture ou la reconnaissance de caractères imprimés ou écrits ou pour la reconnaissance de formes, p.ex. d'empreintes digitales
G06K 9/34 - Découpage des formes se touchant ou se chevauchant dans la zone image
G06K 9/64 - Méthodes ou dispositions pour la reconnaissance utilisant des moyens électroniques utilisant des comparaisons ou corrélations simultanées de signaux images avec une pluralité de références, p.ex. matrice de résistances
09 - Appareils et instruments scientifiques et électriques
35 - Publicité; Affaires commerciales
41 - Éducation, divertissements, activités sportives et culturelles
Produits et services
computer software, namely, software for creating or facilitating an on-line presence where users can share information, participate in discussions, get feedback from their peers, form virtual communities, and engage in social networking featuring social media, photos, images, and topics of general interest to such users; computer software for aggregating and integrating information, images and content from social networks, publicly available sources and personal websites and communications to provide and enable users to interact with information, images and content of greatest interest to them; computer software, namely, software that enables users of computers and mobile devices to access, aggregate, organize and interact with content, information and images from social media websites, publicly available sources, and personal websites and communications, and provides data, information and updates on topics of general interest to members of an on-line community online advertising services for others entertainment and educational services, namely, online magazine featuring articles, images, and photos about news, entertainment, and current events; providing a virtual environment where users can find and exchange articles, images, and photos about topics, people, and current events, and where users can interact for entertainment purposes and to express opinions about topics, people, and current events; computer services, namely, providing data, information and updates on topics of interest to users of an on-line community, namely, entertainment information
94.
GENERATING A USER-DEFINED SECTION OF A DIGITAL MAGAZINE FROM A SEARCH REQUEST
A digital magazine server creates a section of a digital magazine including content items identified based on a search query received from a user. The digital magazine server receives a request to create the section that includes the search query and applies the search query to one or more sources. Content items satisfying the search query are retrieved from the one or more sources. A section of the digital magazine including various content items satisfying the search query is generated and presented to the user requesting creation of the section as well as additional users of the digital magazine server.
A digital magazine application executing on a client device presents a digital magazine to a user including content items retrieved from one or more sources based on information associated with the user. When presenting the digital magazine, a cover is presented including an image and one or more headlines describing one or more content items included in the digital magazine. The cover may be generated by clustering content items included in the digital magazine and ranking content items in various clusters based on their characteristics. Based on the rankings, information describing content items from various clusters is included on the cover. Alternatively, the cover includes information describing content items identified based on the order in which the content items are presented by the digital magazine.
Connections between an online system user and one or more social networking system users maintained by various social networking systems are analyzed to determine social proximity between the online system user and social networking system users connected to the online system user via a social networking system. Social networking system users connected to the online system user via each of a plurality of social networking systems are identified. Based on a number of social networking system users connected to both the online system user and to a social networking system user connected to the online system user, a social proximity score indicating relative social "closeness" of the digital magazine server user and the social networking system user connected to the digital magazine server user is generated.
An online system generates implied links between objects distributed by the online system based on a plurality of users' behaviors with respect to the objects. For a behavior of a user with respect to an object that satisfies a link criterion, the online system identifies a connection between the user and the object. Local object graphs are generated to represent the relationships between the objects connected to each user, and the local object graphs are merged into a global object graph. An adjacency matrix is extracted from the global object graph as a representation of the strength of relationships between the objects distributed by the online system. The online system may then apply graph analysis techniques to the adjacency matrix, thereby analyzing the relationships between the objects without relying upon explicit links between the objects.
A digital magazine application executing on a client device presents a digital magazine to a user including content items retrieved from one or more sources based on information associated with the user. When presenting the digital magazine, a cover is presented including an image and one or more headlines describing one or more content items included in the digital magazine. The cover may be generated by clustering content items included in the digital magazine and ranking content items in various clusters based on their characteristics. Based on the rankings, information describing content items from various clusters is included on the cover. Alternatively, the cover includes information describing content items identified based on the order in which the content items are presented by the digital magazine.
An online system generates implied links between objects distributed by the online system based on a plurality of users' behaviors with respect to the objects. For a behavior of a user with respect to an object that satisfies a link criterion, the online system identifies a connection between the user and the object. Local object graphs are generated to represent the relationships between the objects connected to each user, and the local object graphs are merged into a global object graph. An adjacency matrix is extracted from the global object graph as a representation of the strength of relationships between the objects distributed by the online system. The online system may then apply graph analysis techniques to the adjacency matrix, thereby analyzing the relationships between the objects without relying upon explicit links between the objects.
Connections between an online system user and one or more social networking system users maintained by various social networking systems are analyzed to determine social proximity between the online system user and social networking system users connected to the online system user via a social networking system. Social networking system users connected to the online system user via each of a plurality of social networking systems are identified. Based on a number of social networking system users connected to both the online system user and to a social networking system user connected to the online system user, a social proximity score indicating relative social “closeness” of the digital magazine server user and the social networking system user connected to the digital magazine server user is generated.
G06F 15/16 - Associations de plusieurs calculateurs numériques comportant chacun au moins une unité arithmétique, une unité programme et un registre, p. ex. pour le traitement simultané de plusieurs programmes
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
H04L 29/06 - Commande de la communication; Traitement de la communication caractérisés par un protocole
G06Q 50/00 - Technologies de l’information et de la communication [TIC] spécialement adaptées à la mise en œuvre des procédés d’affaires d’un secteur particulier d’activité économique, p. ex. aux services d’utilité publique ou au tourisme
