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UniWalk: Explainable and Accurate Recommendation for Rating and Network Data
[article]
2017
arXiv
pre-print
How can we leverage social network data and observed ratings to correctly recommend proper items and provide a persuasive explanation for the recommendations? Many online services provide social networks among users, and it is crucial to utilize social information since recommendation by a friend is more likely to grab attention than the one from a random user. Also, explaining why items are recommended is very important in encouraging the users' actions such as actual purchases. Exploiting
arXiv:1710.07134v1
fatcat:rscrj44ytbb4nbz4usprdom4sq