Serendipitous Personalized Ranking for Top-N Recommendation

Serendipitous recommendation has benefitted both e-retailers and users. It tends to suggest items which are both unexpected and useful to users. These items are not only profitable to the retailers but also surprisingly suitable to consumers' tastes. However, due to the imbalance in observed da...

Full description

Bibliographic Details

Published in:	2012 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology Vol. 1; pp. 258 - 265
Main Authors:	Lu, Qiuxia, Chen, Tianqi, Zhang, Weinan, Yang, Diyi, Yu, Yong
Format:	Conference Proceeding
Language:	English
Published:	IEEE 01.12.2012
Subjects:	Accuracy Collaborative filtering Hands Logistics Mathematical models Matrix Factorization Measurement Optimization Predictive models Recommender systems Serendipity Training
ISBN:	9781467360579, 1467360570
Online Access:	Get full text
Tags:	Add Tag No Tags, Be the first to tag this record!