Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations

12 December 2022

Papers citing "Tensor-based Sequential Learning via Hankel Matrix Representation for Next Item Recommendations"

14 / 14 papers shown

Title
S^3-Rec: Self-Supervised Learning for Sequential Recommendation with Mutual Information Maximization Kun Zhou Haibo Wang Wayne Xin Zhao Yutao Zhu Sirui Wang Fuzheng Zhang Zhongyuan Wang Ji-Rong Wen 136 820 0 18 Aug 2020
Neural Collaborative Filtering vs. Matrix Factorization Revisited Steffen Rendle Walid Krichene Li Zhang John R. Anderson 45 421 0 19 May 2020
Sequential Recommender Systems: Challenges, Progress and Prospects Shoujin Wang Liang Hu Yan Wang LongBing Cao Quan Z. Sheng M. Orgun LRM BDL 68 411 0 28 Dec 2019
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research Maurizio Ferrari Dacrema Simone Boglio Paolo Cremonesi Dietmar Jannach 49 198 0 18 Nov 2019
Sequence-Aware Factorization Machines for Temporal Predictive Analytics Tong Chen Hongzhi Yin Quoc Viet Hung Nguyen Wen-Chih Peng Xue Li Xiaofang Zhou 44 65 0 07 Nov 2019
Empirical Analysis of Session-Based Recommendation Algorithms Malte Ludewig Noemi Mauro Sara Latifi Dietmar Jannach 55 94 0 28 Oct 2019
BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer Fei Sun Jun Liu Jian Wu Changhua Pei Xiao Lin Wenwu Ou Peng Jiang BDL HAI 186 2,177 0 14 Apr 2019
Personalized Top-N Sequential Recommendation via Convolutional Sequence Embedding Jiaxi Tang Ke Wang BDL 75 1,710 0 19 Sep 2018
Self-Attentive Sequential Recommendation Wang-Cheng Kang Julian McAuley HAI BDL 175 2,442 0 20 Aug 2018
HybridSVD: When Collaborative Information is Not Enough Evgeny Frolov Ivan Oseledets 67 29 0 18 Feb 2018
Recurrent Neural Networks with Top-k Gains for Session-based Recommendations Balázs Hidasi Alexandros Karatzoglou 64 830 0 12 Jun 2017
Tensor Decomposition for Signal Processing and Machine Learning N. Sidiropoulos L. De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos 160 1,360 0 06 Jul 2016
Tensor Methods and Recommender Systems Evgeny Frolov Ivan Oseledets 68 129 0 19 Mar 2016
Fast ALS-based tensor factorization for context-aware recommendation from implicit feedback Balázs Hidasi D. Tikk CML 92 150 0 05 Apr 2012