Future event detection and notification
First Claim
1. A method for providing a personalized future event notification, comprising:
- evaluating a first content item utilizing a future event detection model to identify a first future event, the future event detection model trained to identify future events based upon part of speech analysis and entity recognition analysis of text within the first content item; and
for the first future event;
comparing a first event feature of the first future event to user identifying information, stored in a database, of each user of a plurality of users;
identifying a first user, from among the plurality of users, having a predicted user interest in the first future event above an interest threshold based upon a comparison of the first event feature to user identifying information of the first user; and
providing a personalized future event notification for the first future event to the first user.
6 Assignments
0 Petitions
Accused Products
Abstract
One or more methods and/or techniques for providing a personalized future event notification to a user are provided herein. A content item (e.g., a news article, a social network post, etc.) may be evaluated utilizing a future event detection model to identify a future event (e.g., a festival). The future event detection model may have been trained to identify future events based upon part of speech analysis and entity recognition analysis of text within content items. In an example, the future event detection model may be used to identify locational features, temporal features, and/or entities from the content item. A user having a user interest in the future event above an interest threshold may be identified based upon user identifying information (e.g., a social network profile) being indicative of user interest in the future event. A personalized future event notification of the future event may be provided to the user.
7 Citations
20 Claims
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1. A method for providing a personalized future event notification, comprising:
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evaluating a first content item utilizing a future event detection model to identify a first future event, the future event detection model trained to identify future events based upon part of speech analysis and entity recognition analysis of text within the first content item; and for the first future event; comparing a first event feature of the first future event to user identifying information, stored in a database, of each user of a plurality of users; identifying a first user, from among the plurality of users, having a predicted user interest in the first future event above an interest threshold based upon a comparison of the first event feature to user identifying information of the first user; and providing a personalized future event notification for the first future event to the first user. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9, 10, 11)
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12. A system, comprising:
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a processor; and memory comprising processor-executable instructions that when executed by the processor cause the processor to perform operations for providing a personalized future event notification, the operations comprising; evaluating text of a first content item to identify a first future event; and for the first future event; comparing a first event feature of the first future event to user identifying information, stored in a database, of each user of a plurality of users; identifying a first user, from among the plurality of users, having a predicted user interest in the first future event above an interest threshold based upon a comparison of the first event feature to user identifying information of the first user; and providing a personalized future event notification for the first future event to the first user. - View Dependent Claims (13, 14, 15, 16, 17)
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18. A non-transitory computer readable storage medium comprising processor-executable instructions that when executed by a processor perform a method for providing a personalized future event notification, the method comprising:
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evaluating a first content item utilizing a future event detection model to identify a first future event, the future event detection model trained to identify future events based upon part of speech analysis and entity recognition analysis of text within the first content item; and for the first future event; comparing a first event feature of the first future event to user identifying information, stored in a database, of each user of a plurality of users; identifying a first user, from among the plurality of users, having a predicted user interest in the first future event above an interest threshold based upon a comparison of the first event feature to user identifying information of the first user; and providing a personalized future event notification for the first future event to the first user. - View Dependent Claims (19, 20)
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Specification