Systems and methods for generating a geospatial knowledge graph system that efficiently organizes, queries, and analyzes location-based information at various granularities are provided. In some aspects, the geospatial knowledge graph is operable to aggregate and relate heterogeneous data associated with points of interests, entities, people, etc. Temporal information can also be integrated into the geospatial knowledge graph to track changes in heterogeneous data over geospatial regions over time.
Systems and methods are described herein for determining user exposures to content, such as content presented by physical objects (e.g., advertisements on billboards). The systems and methods may determine a probability (an “exposure probability”) that a user has viewed or consumed content, information, or other visual media presented by a physical object, such as a billboard, vehicle, sign, or other structure, and provide the determined probability to various attribution systems, such as systems that attribute user engagements (e.g., store visits, app downloads, website visits, product purchases, and so on) to earlier content exposures.
The present disclosure relates to systems and methods for automatic attribution modeling and measurement. In aspects, a system may receive identification information associated with profiles and electronic devices that were exposed to a certain piece of targeted content. The demographic and device data associated with the individuals who were exposed to the targeted content are used to create a control group of individuals who were not exposed to that targeted content. The real-world visit rates of the exposed group and the control group to one or more locations may be monitored over a period of time (or campaign) and evaluated to assess the effectiveness of the targeted content.
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.
G06F 16/21 - Conception, administration ou maintenance des bases de données
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
G06Q 30/0282 - Notation ou évaluation d’opérateurs commerciaux ou de produits
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
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
A system and method for attributing in-store visits to exposure to advertisement (“ad”) impressions associated with an ad campaign are disclosed. The system gathers impression data and uses that data to identify users who were exposed to the ad impressions. The system then uses location data, activity information and in some instances beacon data points reported by mobile devices of the impression users to determine if the impression users visited a target place during a conversion window. Based on the impression users who were exposed to the ad impressions, the system establishes a control group of users who were not exposed to the ad impressions to perform quasi-experimental analyses to assess whether the ad impressions had any impact on changing the impression users' physical in-store visitation behavior.
Methods and systems for matching user information between data sets, while preserving data privacy are provided. Some examples relate to matching subsets of users from a first device to subsets of users from a second device, based on a first set of indications and a second set of indications, respectively, to calculate how long it takes for a user to travel to a location of interest, after the user is provided with directed content. A conversion rate may be determined based on how many instances at which a user travels to the location of interest, within a conversion window, after the user is provided with the directed content. The conversion rate may be compared to a baseline conversion rate to determine a change in conversion rate. The change in conversion rate may correspond to an impact of the directed content in causing the user to travel to the location of interest. User data is not shared from the first device to the second device, and vice-versa.
09 - Appareils et instruments scientifiques et électriques
Produits et services
Downloadable software in the nature of a mobile application
for displaying, sharing and cataloguing a user's location
and finding, locating, and interacting with other users and
places.
8.
MATCHING USER INFORMATION BETWEEN DATA SETS, WHILE PRESERVING DATA PRIVACY
Methods and systems for matching user information between data sets, while preserving data privacy are provided. Some examples relate to matching subsets of users from a first device to subsets of users from a second device, based on a first set of indications and a second set of indications, respectively, to calculate how long it takes for a user to travel to a location of interest, after the user is provided with directed content. A conversion rate may be determined based on how many instances at which a user travels to the location of interest, within a conversion window, after the user is provided with the directed content. The conversion rate may be compared to a baseline conversion rate to determine a change in conversion rate. The change in conversion rate may correspond to an impact of the directed content in causing the user to travel to the location of interest. User data is not shared from the first device to the second device, and vice-versa.
In non-limiting examples, passive information is used to verify the location of a client computing device and to create segment categories for directed information using location-based services and/or applications. In aspects, passive information is received from a client computing device. The client computing device is detected as being located at a predicted venue using the passive information. It may be determined whether directed information associated with the predicted venue has been displayed at an earlier time on a predetermined portion of the client computing device. In response to determining directed information associated with the predicted venue has been displayed on the predetermined portion of the client computing device, a statistical model may be applied to calculate a confidence score that the client computing device is located at the predicted venue. When the confidence score meets a predetermined threshold, a directed information conversion record may be stored in a data store.
A targeting system based on a predictive targeting model based on observed behavioral data including visit data, user profile and/or survey data, and geographic features associated with a geographic region. The predictive targeting model analyzes the observed behavioral data and the geographic features data to predict conversion rates for every cell in a square grid of predefined size on the geographic region. The conversion rate of a cell indicates a likelihood that any random user in that cell will perform a targeted behavior.
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
Hosting a website where users can post ratings, reviews,
referrals and recommendations relating to businesses,
restaurants, shopping, nightlife, service providers, events,
public services and government agencies, parks and
recreational areas, religious organizations and nonprofit
organizations.
09 - Appareils et instruments scientifiques et électriques
Produits et services
downloadable software in the nature of a mobile application for displaying, sharing and cataloguing a user's location and finding, locating, and interacting with other users and places
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 software in the nature of a mobile application
for displaying and sharing a user's location and finding,
locating, and interacting with other users and places. Providing on-line non-downloadable software for displaying
and sharing a user's location and finding, locating, and
interacting with other users and places. On-line social networking services.
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
(1) Downloadable software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places. (1) Providing on-line non-downloadable software for displaying and sharing a user's location and finding, locating, and interacting with other users and places.
(2) On-line social networking services.
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
(1) Hosting a website where users can post ratings, reviews, referrals and recommendations relating to businesses, restaurants, shopping, nightlife, service providers, events, public services and government agencies, parks and recreational areas, religious organizations and nonprofit organizations.
Examples of the present disclosure describe systems and methods for venue detection. In aspects, a mobile device comprising a set of sensors may collect and store sensor data from in response to a detected movement event or user interaction data. The sensor data may be used to generate a set of candidate venues corresponding to the location of the mobile device. The candidate venues may be provided to a venue detection system. The venue detection system may process the candidate venues to generate a set of features. The set of features may be applied to, and/or used to generate, one or more probabilistic models. The probabilistic models may generate confidence metrics for each of the candidate venues. In some aspects, the top ‘N’ venues may be selected from the set. The top ‘N’ venues may then be presented to the user and/or used to effect one or more actions.
The present disclosure relates to apparatus, systems, and methods for analyzing characteristics of entities of interest. In particular, the present disclosure provides a mechanism for analyzing information about entities of interest and for rating or scoring the entities of interest based on the analyzed information. The rating or the score of an entity of interest can sometimes be referred to as a placerank value of an entity of interest.
G06Q 10/101 - Création collaborative, p. ex. développement conjoint de produits ou de services
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
A targeting system based on a predictive targeting model based on observed behavioral data including visit data, user profile and/or survey data, and geographic features associated with a geographic region. The predictive targeting model analyzes the observed behavioral data and the geographic features data to predict conversion rates for every cell in a square grid of predefined size on the geographic region. The conversion rate of a cell indicates a likelihood that any random user in that cell will perform a targeted behavior.
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 software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places providing on-line non-downloadable software for displaying and sharing a user's location and finding, locating, and interacting with other users and places on-line social networking services
41 - Éducation, divertissements, activités sportives et culturelles
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
providing a website featuring the ratings, reviews and recommendations posted by consumers on businesses, restaurants, shopping centers, personal service providers, educational and entertainment events, public services and government agencies, recreational areas, and religious organizations and civic and charitable nonprofit organizations for commercial purposes providing a website featuring the ratings, reviews, and recommendations of users on events and activities in the field of entertainment and education provided by businesses, restaurants, public services and government agencies, parks, and recreational areas; providing a website featuring the ratings, reviews and recommendations of users on entertainment events for nightlife providing a website featuring user reviews of restaurants
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
Providing a website where users can post ratings, reviews, referrals and recommendations relating to businesses, restaurants, shopping, nightlife, service providers, events, public services and government agencies, parks and recreational areas, religious organizations and nonprofit organizations.
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
Providing temporary use of online non-downloadable software
for viewing, downloading, and manipulation of geospatial and
geotemporal datasets; providing temporary use of online
non-downloadable software for providing visualizations,
filtering, and excerpting of geospatial and geotemporal
datasets; providing temporary use of online non-downloadable
software for performing machine learning and artificial
intelligence techniques on geospatial and geotemporal
datasets; development of voluntary standards for a format
and system for partitioning, tiling, encoding, and
exchanging geospatial and geotemporal datasets.
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
(1) Providing temporary use of online non-downloadable software for viewing, downloading, and manipulation of geospatial and geotemporal datasets; providing temporary use of online non-downloadable software for providing visualizations, filtering, and excerpting of geospatial and geotemporal datasets; providing temporary use of online non-downloadable software for performing machine learning and artificial intelligence techniques on geospatial and geotemporal datasets; development of voluntary standards for a format and system for partitioning, tiling, encoding, and exchanging geospatial and geotemporal datasets.
24.
GEOSPATIAL DATA ANALYTICS AND VISUALIZATION PLATFORM
The disclosure relates to a system and method for facilitating geospatial processing and analysis of datasets and providing a visualization of geospatial analytics data over a network. The platform utilizes a discrete global grid system to partition an area (e.g., a map, a city, a state, a country, a continent, the world, etc.) into a set of discrete grid cells. The set of grid cells can be subdivided into finer resolutions of grids. In examples, the platform generates and employs the use of hex tiles for the grid cells.
A data collection system that provides the means to collect, store and make data available for a location analytics inference pipeline. The system incorporates a feedback mechanism enabling algorithms produced from the inference pipeline to drive the collection strategy to yield higher data quality and to produce reference data for model validation.
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
Providing temporary use of online non-downloadable software for viewing, downloading, and manipulation of geospatial and geotemporal datasets; providing temporary use of online non-downloadable software for providing visualizations, filtering, and excerpting of geospatial and geotemporal datasets; providing temporary use of online non-downloadable software for performing machine learning and artificial intelligence techniques on geospatial and geotemporal datasets; development of voluntary standards for a format and system for partitioning, tiling, encoding, and exchanging geospatial and geotemporal datasets
27.
METHOD AND APPARATUS FOR ENABLING AN APPLICATION TO DETECT SPECIFIED CIRCUMSTANCES
Methods and systems are provided that may be utilized to detect occurrence of one or more specified circumstances. A determination may be made as to whether one or more specified circumstances are detected such as responsive to one or more user actions or an occurrence of an event unrelated to a user. One or more binary digital signals may be generated to store a detection of one or more specified user circumstances in a log or memory at least partially in response to detection of the one or more specified circumstances.
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
Platform as a service (PaaS) services featuring software
using machine learning and artificial intelligence for
geospatial mapping and analytics; platform as a service
(PaaS) services featuring software using machine learning
and artificial intelligence for storing and visualizing data
and the creation of maps based on such data; platform as a
service (PaaS) services featuring software using machine
learning and artificial intelligence to publish maps and
visualizations based on geospatial data; platform as a
service (PaaS) services featuring software using machine
learning and artificial intelligence for use in analyzing
geospatial data; programming of software for online
geospatial database.
29.
APPARATUS, SYSTEMS, AND METHODS FOR BATCH AND REALTIME DATA PROCESSING
A traditional data processing system is configured to process input data either in batch or in real-time. On one hand, a batch data processing system is limiting because the batch data processing often cannot take into account any data received during the batch data processing. On the other hand, a real-time data processing system is limiting because the real-time system often cannot scale. The real-time data processing system is often limited to dealing with primitive data types and/or a small amount of data. Therefore, it is desirable to address the limitations of the batch data processing system and the real-time data processing system by combining the benefits of the batch data processing system and the real-time data processing system into a single data processing system.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
A data collection system that provides the means to collect, store and make data available for a location analytics inference pipeline. The system incorporates a feedback mechanism enabling algorithms produced from the inference pipeline to drive the collection strategy to yield higher data quality and to produce reference data for model validation.
A mobile application is provided that provides intelligent recommendations based on the knowledge of where the user has been, and what venues the user would like to visit. Further, such an application may be capable of determining where people in a user's social network have been and what venue locations these related users would like to visit. Also, in another implementation, the application may be capable of determining where people with similar taste have been, and where they would like to go. Some or all of this information may be used by a mobile application that provides recommendations to a user. For instance, in one implementation, a user having a mobile device such as a cell phone wishes to locate a venue based on one or more parameters, and some or all of this information may be used to order to rank recommendations with the interface.
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06F 16/29 - Bases de données d’informations géographiques
G06F 16/2457 - Traitement des requêtes avec adaptation aux besoins de l’utilisateur
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 4/21 - Signalisation de servicesSignalisation de données auxiliaires, c.-à-d. transmission de données par un canal non destiné au trafic pour applications de réseaux sociaux
H04M 1/72457 - Interfaces utilisateur spécialement adaptées aux téléphones sans fil ou mobiles avec des moyens permettant d’adapter la fonctionnalité du dispositif dans des circonstances spécifiques en s’appuyant sur la localisation géographique
H04M 1/72472 - Interfaces utilisateur spécialement adaptées aux téléphones sans fil ou mobiles pour faire fonctionner le dispositif en sélectionnant des fonctions à partir de plusieurs éléments affichés, p. ex. des menus ou des icônes où les éléments sont triés selon des critères spécifiques, p. ex. fréquence d’utilisation
G06N 5/04 - Modèles d’inférence ou de raisonnement
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
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
Examples of the present disclosure describe systems and methods for passive visit detection. In aspects, a mobile device comprising a set of sensors may collect and store sensor data from the set of sensors in response to detecting a movement event or user interaction data. The collected sensor data may be processed and provided as input to one or more predictive or statistical models. The model(s) may evaluate the sensor data to detect mobile device location, movement events and visit events. The model(s) may also be used to determine correlations between features of the sensor data and movement- or location-based events, optimize the types of data collected by the set of sensors, extend localized predictions to large-scale ecosystems, and generate battery-efficient state predictions. In aspects, the model(s) may be trained using labeled and/or unlabeled data sets of sensor data.
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.
G06Q 10/101 - Création collaborative, p. ex. développement conjoint de produits ou de services
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06N 5/022 - Ingénierie de la connaissanceAcquisition de la connaissance
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
34.
APPARATUS, SYSTEMS, AND METHODS FOR GROUPING DATA RECORDS
The present application relates to apparatus, systems, and methods for grouping data records based on entities referenced by the data records. The disclosed grouping mechanism can include determining a pair-wise similarity between a large number of data records, and clustering a subset of the data records based on their pair-wise similarity.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
Systems and methods are described herein for determining user exposures to content, such as content presented by physical objects (e.g., advertisements on billboards). The systems and methods may determine a probability (an “exposure probability”) that a user has viewed or consumed content, information, or other visual media presented by a physical object, such as a billboard, vehicle, sign, or other structure, and provide the determined probability to various attribution systems, such as systems that attribute user engagements (e.g., store visits, app downloads, website visits, product purchases, and so on) to earlier content exposures.
The present disclosure provides apparatus, systems, and methods for crowdsourcing domain specific intelligence. The disclosed crowdsourcing mechanism can receive domain specific intelligence as a data processing rule module. For example, a data analytics system can request a crowd of software developers to provide a data processing rule module tailored to process a particular type of information from a particular domain. When the data analytics system receives the data processing rule module from one of the software developers for the particular domain, the data analytics system can use the received data processing rule module to process information associated with the particular domain.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
09 - Appareils et instruments scientifiques et électriques
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
Downloadable software in the nature of a mobile application
for displaying and sharing a user's location and finding,
locating, and interacting with other users and places. Entertainment services, namely, providing on-line computer
games. Providing on-line non-downloadable software for displaying
and sharing a user's location and finding, locating, and
interacting with other users and places. On-line social networking services.
38.
Apparatus, systems, and methods for providing location information
The disclosed apparatus, systems, and methods relate to a location query mechanism that can efficiently determine whether a target entity is located within a region of interest (ROI). At a high level, the location query mechanism can be configured to represent a ROI using one or more polygons. The location query mechanism can, in turn, divide (e.g., Jesse Hate) the one or more polygons into sub-polygons. Subsequently, the location query mechanism can use the sub-polygons to build an index system that can efficiently determine whether a particular location is within any of the sub-polygons. Therefore, when a computing device queries whether a particular location is within the region of interest, the location query mechanism can use the index system to determine whether the particular location is within any of the sub-polygons.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
39.
PROCESSES AND SYSTEMS FOR COLLABORATIVE MANIPULATION OF DATA
Processes and systems are disclosed for accessing and providing information obtained from a source. The processes and systems allow for accessing data stored in an electronic storage medium and providing a first set of information derived from the data stored in the storage medium. The processes and systems also provide a second set of information comprising detail data underlying the summary data.
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
Platform as a service (PaaS) services featuring software using machine learning and artificial intelligence for geospatial mapping and analytics; platform as a service (PaaS) services featuring software using machine learning and artificial intelligence for storing and visualizing data and the creation of maps based on such data; platform as a service (PaaS) services featuring software using machine learning and artificial intelligence to publish maps and visualizations based on geospatial data; platform as a service (PaaS) services featuring software using machine learning and artificial intelligence for use in analyzing geospatial data; computer programming of software featuring an online geospatial database for storing and visualizing data and the creation of maps based on such data
Examples of the present disclosure describe systems and methods for visit prediction using machine learning (ML) attribution techniques. In aspects, data relating to users and their venue visits is collected and merged with data relating to various directed information impressions. Features of the merged data are identified for one or more time intervals and assigned values and/or labels. The identified features and corresponding values/labels may be used to train an ML model to provide a visit probability for each user represented in the merged data. Based on the visit probabilities provided by the ML model, the percentage increase (or “lift”) in venue visit rates attributable to the directed information impressions can be accurately estimated
Examples of the present disclosure describe systems and methods for visit prediction using machine learning (ML) attribution techniques. In aspects, data relating to users and their venue visits is collected and merged with data relating to various directed information impressions. Features of the merged data are identified for one or more time intervals and assigned values and/or labels. The identified features and corresponding values/labels may be used to train an ML model to provide a visit probability for each user represented in the merged data. Based on the visit probabilities provided by the ML model, the percentage increase (or lift) in venue visit rates attributable to the directed information impressions can be accurately estimated.
In non-limiting examples of the present disclosure, taste data is generated and usable within one or more applications. A taste is one or more elements that describe an entity. Information of an application may be processed to extract entity data that corresponds to a plurality of candidates to be designated as tastes (taste data). The candidates for the tastes are curated. In examples, the curating comprises filtering the candidates for tastes to remove extracted candidates. Extraction rules for managing structured taste data may be applied in the filtering. A status of a remaining candidate may be determined as approved or rejected based on processing of received user feedback. Taste data may be generated for an approved candidate. The generating of the taste data may comprise assigning parameters that include a descriptor type and a recommendation type. Taste data may be used within an application.
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
45.
Method and apparatus for enabling an application to detect specified circumstances
Methods and systems are provided that may be utilized to detect occurrence of one or more specified circumstances. A determination may be made as to whether one or more specified circumstances are detected such as responsive to one or more user actions or an occurrence of an event unrelated to a user. One or more binary digital signals may be generated to store a detection of one or more specified user circumstances in a log or memory at least partially in response to detection of the one or more specified circumstances.
The disclosed apparatus, systems, and methods relate to a location query mechanism that can efficiently determine whether a target entity is located within a region of interest (ROI). At a high level, the location query mechanism can be configured to represent a ROI using one or more polygons. The location query mechanism can, in turn, divide (e.g., tessellate) the one or more polygons into sub-polygons. Subsequently, the location query mechanism can use the sub-polygons to build an index system that can efficiently determine whether a particular location is within any of the sub-polygons. Therefore, when a computing device queries whether a particular location is within the region of interest, the location query mechanism can use the index system to determine whether the particular location is within any of the sub-polygons.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
47.
SPECULATIVE CHECK-INS AND IMPORTANCE REWEIGHTING TO IMPROVE VENUE COVERAGE
Examples of the present disclosure describe systems and methods for visit detection. More particularly, the described systems and methods relate to improving venue coverage distribution as applied to visit detection models. In aspects, the visit detection system/model of a mobile device may predict that a user is visiting a supervenue based on a set of venue visit probabilities. The visit probability for the supervenue may be redistributed among the subvenues of the supervenue to create a subvenue visit probability distribution. Based on the probability redistribution, the visit detection system/model may predict speculatively that the user is visiting (or has checked into) a particular subvenue. Examples of the present disclosure further described an importance reweighting process may be used to correct the bias in data sets used to train/configure the visit detection system/model.
Examples of the present disclosure describe systems and methods for visit detection. More particularly, the described systems and methods relate to improving venue coverage distribution as applied to visit detection models. In aspects, the visit detection system/model of a mobile device may predict that a user is visiting a supervenue based on a set of venue visit probabilities. The visit probability for the supervenue may be redistributed among the subvenues of the supervenue to create a subvenue visit probability distribution. Based on the probability redistribution, the visit detection system/model may predict speculatively that the user is visiting (or has checked into) a particular subvenue. Examples of the present disclosure further described an importance reweighting process may be used to correct the bias in data sets used to train/configure the visit detection system/model.
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 4/33 - Services spécialement adaptés à des environnements, à des situations ou à des fins spécifiques pour les environnements intérieurs, p. ex. les bâtiments
G06F 17/18 - Opérations mathématiques complexes pour l'évaluation de données statistiques
The present disclosure relates to apparatus, systems, and methods for analyzing characteristics of entities of interest. In particular, the present disclosure provides a mechanism for analyzing information about entities of interest and for rating or scoring the entities of interest based on the analyzed information. The rating or the score of an entity of interest can sometimes be referred to as a placerank value of an entity of interest.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
50.
Apparatus, systems, and methods for providing location information
The disclosed apparatus, systems, and methods relate to a location query mechanism that can efficiently determine whether a target entity is located within a region of interest (ROI). At a high level, the location query mechanism can be configured to represent a ROI using one or more polygons. The location query mechanism can, in turn, divide (e.g., tessellate) the one or more polygons into sub-polygons. Subsequently, the location query mechanism can use the sub-polygons to build an index system that can efficiently determine whether a particular location is within any of the sub-polygons. Therefore, when a computing device queries whether a particular location is within the region of interest, the location query mechanism can use the index system to determine whether the particular location is within any of the sub-polygons.
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
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
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/32 - Structures hiérarchisées des cellules
51.
Apparatus, systems, and methods for analyzing movements of target entities
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
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
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/32 - Structures hiérarchisées des cellules
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
52.
Creating segments for directed information using location information
In non-limiting examples, passive information is used to verify the location of a client computing device and to create segment categories for directed information using location-based services and/or applications. In aspects, passive information is received from a client computing device. The client computing device is detected as being located at a predicted venue using the passive information. It may be determined whether directed information associated with the predicted venue has been displayed at an earlier time on a predetermined portion of the client computing device. In response to determining directed information associated with the predicted venue has been displayed on the predetermined portion of the client computing device, a statistical model may be applied to calculate a confidence score that the client computing device is located at the predicted venue. When the confidence score meets a predetermined threshold, a directed information conversion record may be stored in a data store.
The present disclosure relates to systems and methods for automatic attribution modeling and measurement. In aspects, a system may receive identification information associated with profiles and electronic devices that were exposed to a certain piece of targeted content. The demographic and device data associated with the individuals who were exposed to the targeted content are used to create a control group of individuals who were not exposed to that targeted content. The real-world visit rates of the exposed group and the control group to one or more locations may be monitored over a period of time (or campaign) and evaluated to assess the effectiveness of the targeted content.
The present disclosure relates to systems and methods for automatic attribution modeling and measurement. In aspects, a system may receive identification information associated with profiles and electronic devices that were exposed to a certain piece of targeted content. The demographic and device data associated with the individuals who were exposed to the targeted content are used to create a control group of individuals who were not exposed to that targeted content. The real-world visit rates of the exposed group and the control group to one or more locations may be monitored over a period of time (or campaign) and evaluated to assess the effectiveness of the targeted content.
The disclosed apparatus, systems, and methods relate to a location query mechanism that can efficiently determine whether a target entity is located within a region of interest (ROI). At a high level, the location query mechanism can be configured to represent a ROI using one or more polygons. The location query mechanism can, in turn, divide (e.g., tessellate) the one or more polygons into sub-polygons. Subsequently, the location query mechanism can use the sub-polygons to build an index system that can efficiently determine whether a particular location is within any of the sub-polygons. Therefore, when a computing device queries whether a particular location is within the region of interest, the location query mechanism can use the index system to determine whether the particular location is within any of the sub-polygons.
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
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
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06F 19/00 - Équipement ou méthodes de traitement de données ou de calcul numérique, spécialement adaptés à des applications spécifiques (spécialement adaptés à des fonctions spécifiques G06F 17/00;systèmes ou méthodes de traitement de données spécialement adaptés à des fins administratives, commerciales, financières, de gestion, de surveillance ou de prévision G06Q;informatique médicale G16H)
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/32 - Structures hiérarchisées des cellules
56.
Apparatus, systems, and methods for analyzing movements of target entities
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.
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 19/00 - Équipement ou méthodes de traitement de données ou de calcul numérique, spécialement adaptés à des applications spécifiques (spécialement adaptés à des fonctions spécifiques G06F 17/00;systèmes ou méthodes de traitement de données spécialement adaptés à des fins administratives, commerciales, financières, de gestion, de surveillance ou de prévision G06Q;informatique médicale G16H)
57.
Method and apparatus for enabling an application to detect specified circumstances
Methods and systems are provided that may be utilized to detect occurrence of one or more specified circumstances. A determination may be made as to whether one or more specified circumstances are detected such as responsive to one or more user actions or an occurrence of an event unrelated to a user. One or more binary digital signals may be generated to store a detection of one or more specified user circumstances in a log or memory at least partially in response to detection of the one or more specified circumstances.
This disclosure relates to systems and methods for passive visit detection. In aspects, a mobile device comprising a set of sensors may collect and store sensor data from the set of sensors in response to detecting a movement event or user interaction data. The collected sensor data may be processed and provided as input to one or more predictive or statistical models. The model(s) may evaluate the sensor data to detect mobile device location, movement events and visit events. The model(s) may also be used to determine correlations between features of the sensor data and movement- or location-based events, optimize the types of data collected by the set of sensors, extend localized predictions to large-scale ecosystems, and generate battery-efficient state predictions. In aspects, the model(s) may be trained using labeled and/or unlabeled data sets of sensor data.
Examples of the present disclosure describe systems and methods for passive visit detection. In aspects, a mobile device comprising a set of sensors may collect and store sensor data from the set of sensors in response to detecting a movement event or user interaction data. The collected sensor data may be processed and provided as input to one or more predictive or statistical models. The model(s) may evaluate the sensor data to detect mobile device location, movement events and visit events. The model(s) may also be used to determine correlations between features of the sensor data and movement- or location-based events, optimize the types of data collected by the set of sensors, extend localized predictions to large-scale ecosystems, and generate battery-efficient state predictions. In aspects, the model(s) may be trained using labeled and/or unlabeled data sets of sensor data.
Examples of the present disclosure describe systems and methods for venue detection. In aspects, a mobile device comprising a set of sensors may collect and store sensor data from in response to a detected movement event or user interaction data. The sensor data may be used to generate a set of candidate venues corresponding to the location of the mobile device. The candidate venues may be provided to a venue detection system. The venue detection system may process the candidate venues to generate a set of features. The set of features may be applied to, and/or used to generate, one or more probabilistic models. The probabilistic models may generate confidence metrics for each of the candidate venues. In some aspects, the top ‘N’ venues may be selected from the set. The top ‘N’ venues may then be presented to the user and/or used to effect one or more actions.
Examples of the present disclosure describe systems and methods for venue detection. In aspects, a mobile device comprising a set of sensors may collect and store sensor data from in response to a detected movement event or user interaction data. The sensor data may be used to generate a set of candidate venues corresponding to the location of the mobile device. The candidate venues may be provided to a venue detection system. The venue detection system may process the candidate venues to generate a set of features. The set of features may be applied to, and/or used to generate, one or more probabilistic models. The probabilistic models may generate confidence metrics for each of the candidate venues. In some aspects, the top N venues may be selected from the set. The top N venues may then be presented to the user and/or used to effect one or more actions.
The disclosed apparatus, systems, and methods relate to a location query mechanism that can efficiently determine whether a target entity is located within a region of interest (ROI). At a high level, the location query mechanism can be configured to represent a ROI using one or more polygons. The location query mechanism can, in turn, divide (e.g., tessellate) the one or more polygons into sub-polygons. Subsequently, the location query mechanism can use the sub-polygons to build an index system that can efficiently determine whether a particular location is within any of the sub-polygons. Therefore, when a computing device queries whether a particular location is within the region of interest, the location query mechanism can use the index system to determine whether the particular location is within any of the sub-polygons.
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 system to infer place data is disclosed that receives location data collected on a user's mobile electronic device, recognizes when, where and for how long the user makes stops, generates possible places visited, and predicts the likelihood of a user to visit those places.
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
H04W 4/02 - Services utilisant des informations de localisation
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
G06N 99/00 - Matière non prévue dans les autres groupes de la présente sous-classe
Non-limiting examples of the present disclosure describe analysis of venue data and prediction of trendiness of venues based analyzing the venue data. As an example, one or more new venues are determined. The one or more new venues are determined by identification of a venue that has venue data existing for a period of time less than or equal to a predetermined time threshold. The venue data associated with the one or more new venues is evaluated. A predicted popularity for the one or more new venues is generated based on evaluation of the venue data. The generated predicted popularity may be provided to a processing device. In some examples, a ranked list of the one or more new venues is generated. The ranked list may display the one or more venues in a ranked order according to the generated predicted popularity. Other examples are also described.
Advertising and marketing services, namely, using location history information to create audience segments for advertising, based on physical locations that users have visited.
In non-limiting examples of the present disclosure, taste data is generated and usable within one or more applications. A taste is one or more elements that describe an entity. Information of an application may be processed to extract entity data that corresponds to a plurality of candidates to be designated as tastes (taste data). The candidates for the tastes are curated. In examples, the curating comprises filtering the candidates for tastes to remove extracted candidates. Extraction rules for managing structured taste data may be applied in the filtering. A status of a remaining candidate may be determined as approved or rejected based on processing of received user feedback. Taste data may be generated for an approved candidate. The generating of the taste data may comprise assigning parameters that include a descriptor type and a recommendation type. Taste data may be used within an application.
In non-limiting examples, passive information is used to verify the location of a client computing device and to create segment categories for directed information using location-based services and/or applications. In aspects, passive information is received from a client computing device. The client computing device is detected as being located at a predicted venue using the passive information. It may be determined whether directed information associated with the predicted venue has been displayed at an earlier time on a predetermined portion of the client computing device. In response to determining directed information associated with the predicted venue has been displayed on the predetermined portion of the client computing device, a statistical model may be applied to calculate a confidence score that the client computing device is located at the predicted venue. When the confidence score meets a predetermined threshold, a directed information conversion record may be stored in a data store.
A mobile application is provided that provides intelligent recommendations based on the knowledge of where the user has been, and what venues the user would like to visit. Further, such an application may be capable of determining where people in a user's social network have been and what venue locations these related users would like to visit. Also, in another implementation, the application may be capable of determining where people with similar taste have been, and where they would like to go. Some or all of this information may be used by a mobile application that provides recommendations to a user. For instance, in one implementation, a user having a mobile device such as a cell phone wishes to locate a venue based on one or more parameters, and some or all of this information may be used to order to rank recommendations with the interface.
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06F 16/29 - Bases de données d’informations géographiques
G06F 16/2457 - Traitement des requêtes avec adaptation aux besoins de l’utilisateur
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 4/21 - Signalisation de servicesSignalisation de données auxiliaires, c.-à-d. transmission de données par un canal non destiné au trafic pour applications de réseaux sociaux
G06N 5/04 - Modèles d’inférence ou de raisonnement
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
H04L 29/08 - Procédure de commande de la transmission, p.ex. procédure de commande du niveau de la liaison
Advertising and marketing services, namely, using location history information to create audience segments for advertising, based on physical locations that users have visited, all of the foregoing excluding conducting marketing research and surveys
In non-limiting examples, wireless scan data collected from a processing device is directly mapped to venues. Wireless scan data is received from a processing device where the wireless scan data comprises at least a first identifier of a wireless connection. Venues associated with the first identifier are identified from a mapping of wireless identifiers to venues based on active validation data associated with particular venues including historical wireless scan data of the particular venues. The plurality of venues are ranked according to a likelihood that the processing device is located at a particular venue based on evaluating the active validation data including the historical wireless scan data from the mapping. A predicted venue that the processing device is located at is determined based on the ranking of the plurality of venues. Other examples are also described.
In non-limiting examples, wireless scan data collected from a processing device is directly mapped to venues. Wireless scan data is received from a processing device where the wireless scan data comprises at least a first identifier of a wireless connection. Venues associated with the first identifier are identified from a mapping of wireless identifiers to venues based on active validation data associated with particular venues including historical wireless scan data of the particular venues. The plurality of venues are ranked according to a likelihood that the processing device is located at a particular venue based on evaluating the active validation data including the historical wireless scan data from the mapping. A predicted venue that the processing device is located at is determined based on the ranking of the plurality of venues. Other examples are also described.
A traditional data processing system is configured to process input data either in batch or in real-time. On one hand, a batch data processing system is limiting because the batch data processing often cannot take into account any data received during the batch data processing. On the other hand, a real-time data processing system is limiting because the real-time system often cannot scale. The real-time data processing system is often limited to dealing with primitive data types and/or a small amount of data. Therefore, it is desirable to address the limitations of the batch data processing system and the real-time data processing system by combining the benefits of the batch data processing system and the real-time data processing system into a single data processing system.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
09 - Appareils et instruments scientifiques et électriques
35 - Publicité; Affaires commerciales
Produits et services
Downloadable software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons; Computer application software for mobile phones, namely, software for posting reviews and recommendations on products and services of others; none of the aforesaid relating to a platform associated database of objects, places and people for a collaborative work environment designed for the complete project lifecycle management (PLM) of the petrochemical industrial, aeronautical, railway and construction industries. Promoting goods and services by providing a mobile application featuring coupons,rebates, discounts or special offerings on goods and service provided by others; Contests and incentive award programs to promote the sale of products and services of others; promoting the goods and services of others; none of the aforesaid relating to a platform associated database of objects, places and people for a collaborative work environment designed for the complete project lifecycle management (PLM) of the petrochemical industrial, aeronautical, railway and construction industries.
A system to infer place data is disclosed that receives location data collected on a user's mobile electronic device, recognizes when, where and for how long the user makes stops, generates possible places visited, and predicts the likelihood of a user to visit those places.
G06F 15/18 - dans lesquels un programme est modifié en fonction de l'expérience acquise par le calculateur lui-même au cours d'un cycle complet; Machines capables de s'instruire (systèmes de commande adaptatifs G05B 13/00;intelligence artificielle G06N)
H04W 4/02 - Services utilisant des informations de localisation
G06N 5/04 - Modèles d’inférence ou de raisonnement
76.
Determining targeting information based on a predictive targeting model
A targeting system based on a predictive targeting model based on observed behavioral data including visit data, user profile and/or survey data, and geographic features associated with a geographic region. The predictive targeting model analyzes the observed behavioral data and the geographic features data to predict conversion rates for every cell in a square grid of predefined size on the geographic region. The conversion rate of a cell indicates a likelihood that any random user in that cell will perform a targeted behavior.
A mobile application is provided that provides intelligent recommendations based on the knowledge of where the user has been, and what venues the user would like to visit. Further, such an application may be capable of determining where people in a user's social network have been and what venue locations these related users would like to visit. Also, in another implementation, the application may be capable of determining where people with similar taste have been, and where they would like to go. Some or all of this information may be used by a mobile application that provides recommendations to a user. For instance, in one implementation, a user having a mobile device such as a cell phone wishes to locate a venue based on one or more parameters, and some or all of this information may be used to order to rank recommendations with the interface.
G06F 17/00 - Équipement ou méthodes de traitement de données ou de calcul numérique, spécialement adaptés à des fonctions spécifiques
G06N 5/00 - Agencements informatiques utilisant des modèles fondés sur la connaissance
G06F 17/30 - Recherche documentaire; Structures de bases de données à cet effet
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
G06N 5/04 - Modèles d’inférence ou de raisonnement
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/20 - Signalisation de servicesSignalisation de données auxiliaires, c.-à-d. transmission de données par un canal non destiné au trafic
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
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
42 - Services scientifiques, technologiques et industriels, recherche et conception
45 - Services juridiques; services de sécurité; services personnels pour individus
Produits et services
Downloadable software in the nature of a mobile application
for finding, locating, and interacting with other users and
places; downloadable mobile application software for
displaying stylized icons; computer application software for
mobile devices, namely, software for posting reviews and
recommendations on products and services of others. Promoting the goods and services of others through user
reviews and recommendations on the products and services of
others, via an interactive website; promoting goods and
services by providing coupons, rebates, discounts or special
offerings on goods and services provided by others, via a
mobile application; contests and incentive award programs to
promote the sale of products and services of others;
promoting the goods and services of others. Providing on-line non-downloadable software for finding,
locating, and interacting with other users and places;
on-line non-downloadable software for finding, locating, and
interacting with other users and places, incorporating
stylized icons. On-line social networking services.
79.
Processes and systems for collaborative manipulation of data
Processes and systems are disclosed for accessing and providing information obtained from a source. The processes and systems allow for accessing data stored in an electronic storage medium and providing a first set of information derived from the data stored in the storage medium. The processes and systems also provide a second set of information comprising detail data underlying the summary data.
Advertising and marketing services, namely, using location history information to create audience segments for advertising, based on physical locations that users have visited, all of the foregoing excluding data collection, auditing, and analyzation in the field of politics, the political process, and public advocacy
81.
SYSTEM AND METHOD FOR COMMUNICATING INFORMATION IN A LOCATION-BASED SYSTEM
Systems and methods are provided that present interesting local content to users at times when the content is most actionable and engaging without the user explicitly entering a search term or expressing intent. In one implementation, the system uses contextual signals about a user to rank local content. In one embodiment, a system may be provided that uses contextual rules and machine learning to target content to users. The system learns which of these contextual signals are most important and alters its ranking function to optimize user engagement in terms of conversions. Further, a mobile application is provided that has a series of interfaces in which is displayed contextual content to the user. Such information may be determined and/or displayed by a process that periodically determines changes in context, to preserve resources of a mobile device.
09 - Appareils et instruments scientifiques et électriques
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
Downloadable software in the nature of a mobile application
for displaying and sharing a user's location and finding,
locating, and interacting with other users and places;
downloadable mobile application software for displaying
stylized icons; computer application software for mobile
phones, namely, software for posting reviews and
recommendations on products and services of others. Entertainment services, namely, providing on-line computer
games. Providing on-line non-downloadable software for displaying
and sharing a user's location and finding, locating, and
interacting with other users and places; providing on-line
non-downloadable software for displaying and sharing a
user's location and finding, locating, and interacting with
other users and places, incorporating stylized icons. On-line social networking services.
83.
System and method for providing recommendations with a location-based service
A mobile application is provided that provides intelligent recommendations based on the knowledge of where the user has been, and what venues the user would like to visit. Further, such an application may be capable of determining where people in a user's social network have been and what venue locations these related users would like to visit. Also, in another implementation, the application may be capable of determining where people with similar tastes have been, and where they would like to go. Some or all of this information may be used by a mobile application that provides recommendations to a user. For instance, in one implementation, a user having a mobile device such as a cell phone wishes to locate a venue based on one or more parameters, and some or all of this information may be used to order or rank recommendations within the interface.
09 - Appareils et instruments scientifiques et électriques
35 - Publicité; Affaires commerciales
42 - Services scientifiques, technologiques et industriels, recherche et conception
Produits et services
(1) Downloadable mobile application software for finding places to eat, drink, and shop; downloadable mobile application software for displaying stylized icons; Computer application software for mobile devices, namely, software for posting reviews and recommendations on products and services of others in the applicant's mobile application, on the applicant's website and on third part service websites. (1) An interactive web site where users can post reviews and recommendations on products and services of others for commercial purposes; promoting goods and services by providing a mobile application featuring coupons, rebates, discounts and special offerings on goods and service provided by others; promoting the goods and services of others; providing on-line non-downloadable application software for finding places to eat, drink, and shop; providing on-line non-downloadable application software displaying places to eat, drink and shop through the use of stylized icons.
(2) Contests and incentive award programs to promote the sale of products and services of others.
09 - Appareils et instruments scientifiques et électriques
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
Downloadable software in the nature of a mobile application
for displaying and sharing a user's location and finding,
locating, and interacting with other users and places;
downloadable mobile application software for displaying
stylized icons; computer application software for mobile
phones, namely, software for posting reviews and
recommendations on products and services of others. Entertainment services, namely, providing on-line computer
games. Providing on-line non-downloadable software for displaying
and sharing a user's location and finding, locating, and
interacting with other users and places; providing on-line
non-downloadable software for displaying and sharing a
user's location and finding, locating, and interacting with
other users and places, incorporating stylized icons. On-line social networking services.
A system to infer place data is disclosed that receives location data collected on a user's mobile electronic device, recognizes when, where and for how long the user makes stops, generates possible places visited, and predicts the likelihood of a user to visit those places.
G06F 15/18 - dans lesquels un programme est modifié en fonction de l'expérience acquise par le calculateur lui-même au cours d'un cycle complet; Machines capables de s'instruire (systèmes de commande adaptatifs G05B 13/00;intelligence artificielle G06N)
G06N 5/04 - Modèles d’inférence ou de raisonnement
09 - Appareils et instruments scientifiques et électriques
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
(1) Downloadable software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons; computer application software for mobile phones, namely, software for posting reviews and recommendations on products and services of others
(2) Downloadable software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons (1) Providing on-line non-downloadable software for displaying and sharing a user's location and finding, locating, and interacting with other users and places; providing on-line non-downloadable software for displaying and sharing a user's location and for finding, locating and interacting with other users and places within the user's social network; entertainment services, namely, providing on-line computer games; on-line social networking services
(2) Entertainment services, namely, providing on-line computer games; on-line social networking services
88.
Apparatus, systems, and methods for batch and realtime data processing
A traditional data processing system is configured to process input data either in batch or in real-time. On one hand, a batch data processing system is limiting because the batch data processing often cannot take into account any data received during the batch data processing. On the other hand, a real-time data processing system is limiting because the real-time system often cannot scale. The real-time data processing system is often limited to dealing with primitive data types and/or a small amount of data. Therefore, it is desirable to address the limitations of the batch data processing system and the real-time data processing system by combining the benefits of the batch data processing system and the real-time data processing system into a single data processing system.
The present disclosure relates to apparatus, systems, and methods for providing a location information analytics mechanism. The location information analytics mechanism is configured to analyze location information to extract contextual information (e.g., profile) about a mobile device or a user of a mobile device, collectively referred to as a target entity. The location information analytics mechanism can include analyzing location data points associated with a target entity to determine features associated with the target entity, and using the features to predict attributes associated with the target entity. The set of predicted attributes can form a profile of the target entity.
The present disclosure provides apparatus, systems, and methods for crowdsourcing domain specific intelligence. The disclosed crowdsourcing mechanism can receive domain specific intelligence as a data processing rule module. For example, a data analytics system can request a crowd of software developers to provide a data processing rule module tailored to process a particular type of information from a particular domain. When the data analytics system receives the data processing rule module from one of the software developers for the particular domain, the data analytics system can use the received data processing rule module to process information associated with the particular domain.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06N 5/02 - Représentation de la connaissanceReprésentation symbolique
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
91.
Apparatus, systems, and methods for providing location information
The disclosed apparatus, systems, and methods relate to a location query mechanism that can efficiently determine whether a target entity is located within a region of interest (ROI). At a high level, the location query mechanism can be configured to represent a ROI using one or more polygons. The location query mechanism can, in turn, divide (e.g., tessellate) the one or more polygons into sub-polygons. Subsequently, the location query mechanism can use the sub-polygons to build an index system that can efficiently determine whether a particular location is within any of the sub-polygons. Therefore, when a computing device queries whether a particular location is within the region of interest, the location query mechanism can use the index system to determine whether the particular location is within any of the sub-polygons.
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
92.
Apparatus, systems, and methods for analyzing characteristics of entities of interest
The present disclosure relates to apparatus, systems, and methods for analyzing characteristics of entities of interest. In particular, the present disclosure provides a mechanism for analyzing information about entities of interest and for rating or scoring the entities of interest based on the analyzed information. The rating or the score of an entity of interest can sometimes be referred to as a placerank value of an entity of interest.
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
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 19/00 - Équipement ou méthodes de traitement de données ou de calcul numérique, spécialement adaptés à des applications spécifiques (spécialement adaptés à des fonctions spécifiques G06F 17/00;systèmes ou méthodes de traitement de données spécialement adaptés à des fins administratives, commerciales, financières, de gestion, de surveillance ou de prévision G06Q;informatique médicale G16H)
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/32 - Structures hiérarchisées des cellules
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
93.
Apparatus, systems, and methods for grouping data records
The present application relates to apparatus, systems, and methods for grouping data records based on entities referenced by the data records. The disclosed grouping mechanism can include determining a pair-wise similarity between a large number of data records, and clustering a subset of the data records based on their pair-wise similarity.
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
G05B 13/02 - Systèmes de commande adaptatifs, c.-à-d. systèmes se réglant eux-mêmes automatiquement pour obtenir un rendement optimal suivant un critère prédéterminé électriques
H04W 4/029 - Services de gestion ou de suivi basés sur la localisation
H04W 76/38 - Libération de la connexion déclenchée par une temporisation
H04W 4/50 - Fourniture de services ou reconfiguration de services
G06Q 30/02 - MarketingEstimation ou détermination des prixCollecte de fonds
H04L 12/24 - Dispositions pour la maintenance ou la gestion
H04W 4/02 - Services utilisant des informations de localisation
H04W 4/021 - Services concernant des domaines particuliers, p. ex. services de points d’intérêt, services sur place ou géorepères
H04W 8/16 - Transfert de données de mobilité restriction sélective de poursuite de mobilité
H04W 8/18 - Traitement de données utilisateur ou abonné, p. ex. services faisant l'objet d'un abonnement, préférences utilisateur ou profils utilisateurTransfert de données utilisateur ou abonné
G06F 16/335 - Filtrage basé sur des données supplémentaires, p. ex. sur des profils d’utilisateurs ou de groupes
H04W 16/00 - Planification du réseau, p. ex. outils de planification de couverture ou de traficDéploiement de réseau, p. ex. répartition des ressources ou structures des cellules
H04W 16/30 - Formes particulières de cellules, p. ex. toroïdales ou annulaires
H04W 16/32 - Structures hiérarchisées des cellules
H04W 88/00 - Dispositifs spécialement adaptés aux réseaux de télécommunications sans fil, p. ex. terminaux, stations de base ou points d'accès
09 - Appareils et instruments scientifiques et électriques
35 - Publicité; Affaires commerciales
42 - Services scientifiques, technologiques et industriels, recherche et conception
45 - Services juridiques; services de sécurité; services personnels pour individus
Produits et services
Downloadable software in the nature of a mobile application for finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons; computer application software for mobile devices, namely, software for posting reviews and recommendations on products and services of others An interactive web site where users can post reviews and recommendations on products and services of others for commercial purposes; promoting goods and services by providing a mobile application featuring coupons, rebates, discounts or special offerings on goods and service provided by others; contests and incentive award programs to promote the sale of products and services of others; promoting the goods and services of others Providing on-line non-downloadable software for finding, locating, and interacting with other users and places; on-line non-downloadable software for finding, locating, and interacting with other users and places, incorporating stylized icons On-line social networking services
09 - Appareils et instruments scientifiques et électriques
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
(1) Downloadable software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons; computer application software for mobile phones, namely, software for posting reviews and recommendations on products and services of others. (1) Providing on-line non-downloadable software for displaying and sharing a user's location and finding, locating, and interacting with other users and places; on-line non-downloadable software for displaying and sharing a user's location and for finding, locating and interacting with other users and places within the user's social network; entertainment services, namely, providing on-line computer games; on-line social networking services.
09 - Appareils et instruments scientifiques et électriques
41 - Éducation, divertissements, activités sportives et culturelles
45 - Services juridiques; services de sécurité; services personnels pour individus
Produits et services
Downloadable software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons [ Entertainment services, namely, providing on-line computer games ] [ On-line social networking services ]
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 software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons; Computer application software for mobile phones, namely, software for posting reviews and recommendations on products and services of others Providing on-line non-downloadable software for displaying and sharing a user's location and finding, locating, and interacting with other users and places; on-line non-downloadable software for displaying and sharing a user's location and finding, locating, and interacting with other users and places, incorporating stylized icons On-line social networking services
98.
SYSTEM AND METHOD FOR CONTEXTUAL MESSAGING IN A LOCATION-BASED NETWORK
Systems and methods are provided that presents interesting local content to users at times when the content is most actionable and engaging without the user explicitly entering a search term or expressing intent. In one implementation, the system uses contextual signals about a user to rank local content. Signals may include, for example, who they (one or more users) are, what kinds of places they like, where they are, how familiar they are with the area, the time of day, where the user's friends have been nearby, among other information related to the one or more users. A system may be provided that uses contextual rules and machine learning to target content to users. The system learns which of these contextual signals are most important and alters its ranking function to optimize user engagement in terms of conversions.
09 - Appareils et instruments scientifiques et électriques
45 - Services juridiques; services de sécurité; services personnels pour individus
Produits et services
Downloadable software in the nature of a mobile application for displaying and sharing a user's location and finding, locating, and interacting with other users and places; downloadable mobile application software for displaying stylized icons; computer application software for mobile phones, namely, software for posting reviews and recommendations on products and services of others, all of the foregoing excluding video games On-line social networking services
100.
SYSTEM AND METHOD FOR PROMOTING ITEMS WITHIN A LOCATION-BASED SERVICE
A mobile application is provided that provides promoted items within a location-based service. Advertisers or other providers are permitted to have messages displayed within the mobile interface of a user within a list (or other user-interface type) of recommendations for venues. In one implementation, one or more venues may be scored based on a number of parameters (e.g., whether the user had been to the venue previously, whether their “friends” have been at the venue, whether they have unlocked “specials” or other types at this venue previously, their nearness or proximity to the venue, time of day, etc.) and if the venue has to been determined to be displayed within a list of venues, that special may be “promoted” to the top of the list that is displayed to the user. In this way, advertisers or other providers can signal location-based users of important items located proximate to the user's location. An interface may be provided to the advertiser or other provider to define a special or other message that is to be “promoted” to a top of the displayed list. In one embodiment, a promoted special is limited to being displayed in a list of a particular search category in which it was ranked.
