Session-aware Linear Item-Item Models for Session-based Recommendation
作者： Joonseok Lee , Jongwuk Lee , Hyunjung Shim , jinhong Kim , Minijn Choi
关键词:
摘要: Session-based recommendation aims at predicting the next item given a sequence of previous items consumed in the session, eg, on e-commerce or multimedia streaming …
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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
David Goldberg, David Nichols, Brian M. Oki, Douglas Terry, Using collaborative filtering to weave an information tapestry Communications of the ACM. ,vol. 35, pp. 61- 70 ,(1992) , 10.1145/138859.138867
Xia Ning, George Karypis, SLIM: Sparse Linear Methods for Top-N Recommender Systems international conference on data mining. pp. 497- 506 ,(2011) , 10.1109/ICDM.2011.134
Geoffray Bonnin, Dietmar Jannach, Automated Generation of Music Playlists: Survey and Experiments ACM Computing Surveys. ,vol. 47, pp. 26- ,(2014) , 10.1145/2652481
Jonathan L. Herlocker, Joseph A. Konstan, Al Borchers, John Riedl, An algorithmic framework for performing collaborative filtering international acm sigir conference on research and development in information retrieval. ,vol. 51, pp. 230- 237 ,(1999) , 10.1145/3130348.3130372
Yifan Hu, Yehuda Koren, Chris Volinsky, Collaborative Filtering for Implicit Feedback Datasets international conference on data mining. pp. 263- 272 ,(2008) , 10.1109/ICDM.2008.22
Santosh Kabbur, Xia Ning, George Karypis, FISM: factored item similarity models for top-N recommender systems knowledge discovery and data mining. pp. 659- 667 ,(2013) , 10.1145/2487575.2487589
Steffen Rendle, Christoph Freudenthaler, Lars Schmidt-Thieme, Factorizing personalized Markov chains for next-basket recommendation the web conference. pp. 811- 820 ,(2010) , 10.1145/1772690.1772773
Samy Bengio, Joonseok Lee, Seungyeon Kim, Yoram Singer, Guy Lebanon, LLORMA: local low-rank matrix approximation Journal of Machine Learning Research. ,vol. 17, pp. 442- 465 ,(2016)
Suvash Sedhain, Darius Braziunas, Aditya Krishna Menon, Scott Sanner, On the effectiveness of linear models for one-class collaborative filtering national conference on artificial intelligence. pp. 229- 235 ,(2016)