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1. (WO2016064670) SYSTEMS AND METHODS FOR GENERATING MEDIA ASSET RECOMMENDATIONS USING A NEURAL NETWORK GENERATED BASED ON CONSUMPTION INFORMATION

Pub. No.:    WO/2016/064670    International Application No.:    PCT/US2015/055921
Publication Date: Fri Apr 29 01:59:59 CEST 2016 International Filing Date: Sat Oct 17 01:59:59 CEST 2015
IPC: G06Q 30/06
Applicants: ROVI GUIDES, INC.
Inventors: VENKATARAMAN, Sashikumar
ARAVAMUDAN, Murali
MOHAIDEEN P, Ahmed Nizam
CARMICHAEL, Craig
Title: SYSTEMS AND METHODS FOR GENERATING MEDIA ASSET RECOMMENDATIONS USING A NEURAL NETWORK GENERATED BASED ON CONSUMPTION INFORMATION
Abstract:
Systems and methods for maintaining a model representing media asset relationships are provided. A combination of media assets consumed by a first user is identified. A first media asset, in the combination is associated with a first vector of values and a second media asset in the combination is associated, with a second vector of values and a distance between the first vector and the second vector is a first amount. A determination is made as to whether a second user consumed the combination of media assets. In response to determining that the second user consumed the combination of media assets, the values stored in the first and second, media asset vectors are adjusted such that the distance between the first media asset vector and the second media, asset vector is reduced to a second amount that is less than the first amount.