Interacting Attention-gated Recurrent Networks for Recommendation
作者： Alessandro Bozzon , David M. J. Tax , Wenjie Pei , Jie Zhang , Zhu Sun
DOI:
关键词:
摘要: Capturing the temporal dynamics of user preferences over items is important for recommendation. Existing methods mainly assume that all time steps in user-item interaction …
arxiv.org
core.ac.uk
harvard.edu
acm.org参考文章(41)
David E. Rumelhart, Geoffrey E. Hinton, Ronald J. Williams, Learning representations by back-propagating errors Nature. ,vol. 323, pp. 696- 699 ,(1988) , 10.1038/323533A0
Tuan-Anh Nguyen Pham, Xutao Li, Gao Cong, Zhenjie Zhang, A general graph-based model for recommendation in event-based social networks international conference on data engineering. pp. 567- 578 ,(2015) , 10.1109/ICDE.2015.7113315
Geoffrey E. Hinton, Vinod Nair, Rectified Linear Units Improve Restricted Boltzmann Machines international conference on machine learning. pp. 807- 814 ,(2010)
Scott Sanner, Lexing Xie, Suvash Sedhain, Aditya Krishna Menon, AutoRec: Autoencoders Meet Collaborative Filtering the web conference. pp. 111- 112 ,(2015) , 10.1145/2740908.2742726
Paul J. Werbos, Generalization of backpropagation with application to a recurrent gas market model Neural Networks. ,vol. 1, pp. 339- 356 ,(1988) , 10.1016/0893-6080(88)90007-X
Huiji Gao, Jiliang Tang, Xia Hu, Huan Liu, Exploring temporal effects for location recommendation on location-based social networks conference on recommender systems. pp. 93- 100 ,(2013) , 10.1145/2507157.2507182
Yehuda Koren, Factorization meets the neighborhood Proceeding of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining - KDD 08. pp. 426- 434 ,(2008) , 10.1145/1401890.1401944
Yue Shi, Martha Larson, Alan Hanjalic, Collaborative Filtering beyond the User-Item Matrix: A Survey of the State of the Art and Future Challenges ACM Computing Surveys. ,vol. 47, pp. 3- ,(2014) , 10.1145/2556270
Julian McAuley, Christopher Targett, Qinfeng Shi, Anton van den Hengel, Image-Based Recommendations on Styles and Substitutes international acm sigir conference on research and development in information retrieval. pp. 43- 52 ,(2015) , 10.1145/2766462.2767755
Noam Koenigstein, Gideon Dror, Yehuda Koren, Yahoo! music recommendations Proceedings of the fifth ACM conference on Recommender systems - RecSys '11. pp. 165- 172 ,(2011) , 10.1145/2043932.2043964