PERSONALIZED SEARCH EXPERIENCE BASED ON UNDERSTANDING FRESH WEB CONCEPTS AND USER INTERESTS
First Claim
1. A system, comprising:
- a user understanding component that identifies user interests of a user based on concepts and entities derived from user activities;
an events understanding component that identifies events relative to a point in time;
a personalization component that automatically creates a personalized set of events relative to the point in time based on matches computed between the events and the user interests, the personalized set of events presented for user interaction; and
a microprocessor that executes computer-executable instructions associated with at least one of the user understanding component, the events understanding component, or the personalization component.
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Accused Products
Abstract
Architecture that employs a search engine to unobtrusively understand the concepts (topics) and entities in which a user is interested, while simultaneously understanding the current events of the world. These concepts/entities and current events are then mapped to each other to provide a personalized experience for each user that is informative as to the latest news of interest to the user. The user interests are mapped to current events, and queries are formulated, ranked, and displayed to the user that relate to what the user may be interested in searching about new events the user would not have considered without the search engine'"'"'s assistance. The popular queries are combined with the understanding of what is being indexed in a super fresh tier to determine the current events.
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Citations
20 Claims
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1. A system, comprising:
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a user understanding component that identifies user interests of a user based on concepts and entities derived from user activities; an events understanding component that identifies events relative to a point in time; a personalization component that automatically creates a personalized set of events relative to the point in time based on matches computed between the events and the user interests, the personalized set of events presented for user interaction; and a microprocessor that executes computer-executable instructions associated with at least one of the user understanding component, the events understanding component, or the personalization component. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8)
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9. A method, comprising acts of:
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identifying user interests of a user based on concepts and entities derived from user activities; identifying events relative to a point in time; automatically creating a personalized set of events relative to the point in time based on matches computed between the events and the user interests; and presenting the personalized set of events for user interaction. - View Dependent Claims (10, 11, 12, 13, 14, 15)
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16. A computer-readable medium comprising computer-executable instructions that when executed by a processor, cause the processor to perform acts of:
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identifying user interests of a user based on concepts and entities derived from user activities associated with at least one of user search history, browsing activity, or social network activity; identifying events relative to a point in time; automatically creating a personalized set of events relative to the point in time based on matches computed between the events and the concepts and entities; generating new queries based on the personalized set of events and user interests; and presenting the personalized set of events and new queries for user interaction. - View Dependent Claims (17, 18, 19, 20)
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Specification