Data Context Adaptation for Accurate Recommendation with Additional Information

作者: U Kang , Hyunsik Jeon , Bonhun Koo

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摘要: … layer of NeuMF and DACONA, and the encoded latent factors of hybrid-CDL. For NeuMF, we … Ciao-i), and (19 in ML1m and ML-100k). The results show that it is important to balance the …

参考文章(35)
Yoshua Bengio, Xavier Glorot, Understanding the difficulty of training deep feedforward neural networks international conference on artificial intelligence and statistics. pp. 249- 256 ,(2010)
Hao Ma, An experimental study on implicit social recommendation international acm sigir conference on research and development in information retrieval. pp. 73- 82 ,(2013) , 10.1145/2484028.2484059
Allison J.B. Chaney, David M. Blei, Tina Eliassi-Rad, A Probabilistic Model for Using Social Networks in Personalized Item Recommendation conference on recommender systems. pp. 43- 50 ,(2015) , 10.1145/2792838.2800193
Li Chen, Guanliang Chen, Feng Wang, Recommender systems based on user reviews: the state of the art User Modeling and User-adapted Interaction. ,vol. 25, pp. 99- 154 ,(2015) , 10.1007/S11257-015-9155-5
Sheng Li, Jaya Kawale, Yun Fu, Deep Collaborative Filtering via Marginalized Denoising Auto-encoder conference on information and knowledge management. pp. 811- 820 ,(2015) , 10.1145/2806416.2806527
Yehuda Koren, Robert Bell, Chris Volinsky, Matrix Factorization Techniques for Recommender Systems IEEE Computer. ,vol. 42, pp. 30- 37 ,(2009) , 10.1109/MC.2009.263
Neil Yorke-Smith, Daniel Thalmann, Guibing Guo, Jie Zhang, ETAF: an extended trust antecedents framework for trust prediction advances in social networks analysis and mining. pp. 540- 547 ,(2014) , 10.5555/3191835.3191944
Hao Ma, Irwin King, Michael R. Lyu, Learning to recommend with social trust ensemble international acm sigir conference on research and development in information retrieval. pp. 203- 210 ,(2009) , 10.1145/1571941.1571978
Steffen Rendle, Factorization Machines with libFM ACM Transactions on Intelligent Systems and Technology. ,vol. 3, pp. 57- ,(2012) , 10.1145/2168752.2168771
Xiaoyuan Su, Taghi M. Khoshgoftaar, A survey of collaborative filtering techniques Advances in Artificial Intelligence. ,vol. 2009, pp. 4- ,(2009) , 10.1155/2009/421425