Modeling Temporal Dynamics of Users’ Purchase Behaviors for Next Basket Prediction

Author:

Wang Pengfei,Zhang Yongfeng,Niu Shuzi,Guo Jiafeng

Publisher

Springer Science and Business Media LLC

Subject

Computational Theory and Mathematics,Computer Science Applications,Hardware and Architecture,Theoretical Computer Science,Software

Reference27 articles.

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2. Chen S, Moore J L, Turnbull D, Joachims T. Playlist prediction via metric embedding. In Proc. the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, August 2012, pp.714-722.

3. Mobasher B, Dai H H, Luo T, Nakagawa M. Using sequential and non-sequential patterns in predictive web usage mining tasks. In Proc. the 2002 IEEE International Conference on Data Mining, December 2002, pp.669-672.

4. Karatzoglou A, Amatriain X, Baltrunas L, Oliver N. Multiverse recommendation: N-dimensional tensor factorization for context-aware collaborative filtering. In Proc. the 4th ACM Conference on Recommender Systems, September 2012, pp.79-86.

5. Su X Y, Khoshgoftaar T M. A survey of collaborative filtering techniques. Adv. in Artif. Intell., 2009, 2009: Article No. 421425.

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