Personalized user-categorized recommendations
First Claim
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1. A computer-implemented method for providing targeted recommendations, comprising:
- receiving profile data input from a plurality of user interfaces, the received profile data indicating a plurality of users'"'"' interests and being representative of topics of interest of the plurality of users;
generating groups of users based on at least one common interest topic within the received user profile data among the plurality of users;
generating a topic specific profile of a user based on that user'"'"'s profile data and at least one of the common interest topics of the user;
generating non-personalized topic feeds based on a search locating content associated with one or more of the common interest topics;
generating personalized topic feed candidates filtered from the generated non-personalized topic feeds based on the user'"'"'s generated topic specific profile;
ranking the generated personalized topic feed candidates based on a closeness of the generated personalized topic feed candidates to the user'"'"'s topics of interest anddisplaying one or more of the generated personalized topic feed candidates to the user in an ascending ranked order.
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Abstract
Methods and systems for providing targeted recommendations are provided. A user model is generated from user data. Feed candidates are generated based on the user model. The generated feed candidates are ranked on a predetermined scale. At least one targeted recommendation from the ranked feed candidates. The at least one targeted recommendation feed is provided to a user associated with the user data.
14 Citations
20 Claims
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1. A computer-implemented method for providing targeted recommendations, comprising:
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receiving profile data input from a plurality of user interfaces, the received profile data indicating a plurality of users'"'"' interests and being representative of topics of interest of the plurality of users; generating groups of users based on at least one common interest topic within the received user profile data among the plurality of users; generating a topic specific profile of a user based on that user'"'"'s profile data and at least one of the common interest topics of the user; generating non-personalized topic feeds based on a search locating content associated with one or more of the common interest topics; generating personalized topic feed candidates filtered from the generated non-personalized topic feeds based on the user'"'"'s generated topic specific profile; ranking the generated personalized topic feed candidates based on a closeness of the generated personalized topic feed candidates to the user'"'"'s topics of interest and displaying one or more of the generated personalized topic feed candidates to the user in an ascending ranked order. - View Dependent Claims (2, 3, 4, 5, 6, 7, 8, 9)
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10. A system for providing targeted recommendations, the system comprising:
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at least one processing device; and at least one computer readable data storage medium storing instructions that, when executed by the at least one processing device, cause the at least one processing device to; receive profile data input from a plurality of user interfaces, the received profile data indicating a plurality of users'"'"' interests and being representative of topics of interest of the plurality of users; generate groups of users based on at least one common interest topic within the received user profile data among the plurality of users; generate a topic specific profile of a user based on that user'"'"'s profile data and at least one of the common interest topics of the user; generate non-personalized topic feeds based on a search locating content associated with one or more of the common interest topics; generate personalized topic feed candidates filtered from the generated non-personalized topic feeds based on the user'"'"'s generated topic specific profile; rank the generated personalized topic feed candidates based on a closeness of the generated personalized topic feed candidates to the user'"'"'s topics of interest; and displaying one or more of the generated personalized topic feed candidates to the user in an ascending ranked order. - View Dependent Claims (11, 12, 13, 14)
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15. Computer readable storage media including computer readable instructions, which when executed by a processing unit is operative to:
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receive profile data input from a plurality of user interfaces, the received profile data indicating a plurality of users'"'"' interests and being representative of topics of interest of the plurality of users; generate groups of users based on at least one common interest topic within the received user profile data among the plurality of users; generate a topic specific profile of a user based on that user'"'"'s profile data and at least one of the common interest topics of the user; generate non-personalized topic feeds based on a search locating content associated with one or more of the common interest topics; generate personalized topic feed candidates filtered from the generated non-personalized topic feeds based on the user'"'"'s generated topic specific profile; rank the generated personalized topic feed candidates based on a closeness of the generated personalized topic feed candidates to the user'"'"'s topics of interest; and displaying one or more of the generated personalized topic feed candidates to the user in an ascending ranked order. - View Dependent Claims (16, 17, 18, 19, 20)
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Specification