Re:Item2Vec: Neural Item Embedding for Collaborative Filtering
by neeraj1987 on Thursday July 14, 2016 @05:13AM
(#12092521)
hi,very informative talk; especially with those examples for handling cold start and seeding. any pointers on how the multiple entities are incorporated in the interaction matrix? I understand how user/item attributes may be incorporated in the interaction matrix but multiple entities is something that I am struggling to understand. Pointers to associated literature would help too.
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Re:Item2Vec: Neural Item Embedding for Collaborative Filtering
by rm999 on Thursday July 14, 2016 @01:46PM
(#12095874)
This paper covers mixing different types: http://www.csie.ntu.edu.tw/~b97053/paper/Rendle2010FM.pdf (this paper covers a related but different technique). See figure 1 for an example of mixing ratings, indicator variables, and time into a single matrix.
Re:Item2Vec: Neural Item Embedding for Collaborative Filtering
by neeraj1987 on Monday July 18, 2016 @01:45AM
(#12113406)
Thanks a lot :-)