Abstract: The present invention is directed to system and method for providing recommendation to users using location information. In various embodiments, the present invention provides system that integrates information from user profiles and user-generated content, which can be obtained from a number of social networks, and merchants, to generate recommendations using location information in conjunction with the context of user profiles from various data sources and/or social networks. In certain embodiments, user generated-contents, user profiles and relationships thereof are collected, integrated, analyzed, and stored to allow them to be useful and usable in making recommendations. There are other embodiments as well.

Abstract: Techniques described herein include an event notification processing platform configured to provide users with recommendations in relative real-time based on generated event notifications. In some embodiments, an event source associated with one or more users may generate an event notification, indicating that an event has occurred with respect to a user. The system may process the event notification with respect to the user in order to identify one or more recommendations. In some embodiments, the system may identify a number of attribute values associated with the user that are relevant to a prediction result set. The platform may use one or more machine learning techniques to identify, based on those attribute values, the most appropriate recommendations for the user.

Abstract: The present invention is directed to system and method for providing recommendation to users using location information. In various embodiments, the present invention provides system that integrates information from user profiles and user-generated content, which can be obtained from a number of social networks, and merchants, to generate recommendations using location information in conjunction with the context of user profiles from various data sources and/or social networks. In certain embodiments, user generated-contents, user profiles and relationships thereof are collected, integrated, analyzed, and stored to allow them to be useful and usable in making recommendations. There are other embodiments as well.

Abstract: The present invention is directed to system and method for providing recommendation to users using location information. In various embodiments, the present invention provides system that integrates information from user profiles and user-generated content, which can be obtained from a number of social networks, and merchants, to generate recommendations using location information in conjunction with the context of user profiles from various data sources and/or social networks. In certain embodiments, user generated-contents, user profiles and relationships thereof are collected, integrated, analyzed, and stored to allow them to be useful and usable in making recommendations. There are other embodiments as well.

Abstract: The present invention is directed to system and method for providing recommendation to users using location information. In various embodiments, the present invention provides system that integrates information from user profiles and user-generated content, which can be obtained from a number of social networks, and merchants, to generate recommendations using location information in conjunction with the context of user profiles from various data sources and/or social networks. In certain embodiments, user generated-contents, user profiles and relationships thereof are collected, integrated, analyzed, and stored to allow them to be useful and usable in making recommendations. There are other embodiments as well.