Sequence-Aware Recommender Systems

23 February 2018

Papers citing "Sequence-Aware Recommender Systems"

32 / 82 papers shown

Title
Session-aware Recommendation: A Surprising Quest for the State-of-the-art Sara Latifi Noemi Mauro Dietmar Jannach 31 42 0 06 Nov 2020
Graph Neural Networks in Recommender Systems: A Survey Shiwen Wu Fei Sun Wentao Zhang Xu Xie Tengjiao Wang GNN 232 1,251 0 04 Nov 2020
Understanding Twitter Engagement with a Click-Through Rate-based Method Andrea Fiandro Jeanpierre Francois Isabeau Oliveri Simone Leonardi M. A. Senese Giorgio Crepaldi A. Benincasa Giuseppe Rizzo 21 0 0 30 Sep 2020
Modeling Online Behavior in Recommender Systems: The Importance of Temporal Context Milena Filipovic B. Mitrevski Diego Antognini Emma Lejal Glaude Boi Faltings C. Musat OffRL 51 11 0 19 Sep 2020
Trajectory Based Podcast Recommendation Gregory W. Benton G. Fazelnia Alice Wang Ben Carterette 36 6 0 08 Sep 2020
A Framework for Private Matrix Analysis Jalaj Upadhyay Sarvagya Upadhyay 82 4 0 06 Sep 2020
Good for the Many or Best for the Few? A Dilemma in the Design of Algorithmic Advice Graham Dove Martina Balestra D. Mann O. Nov 18 9 0 27 Aug 2020
VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations Michael Oppermann R. Kincaid T. Munzner 115 44 0 18 Aug 2020
Sequential recommendation with metric models based on frequent sequences Corentin Lonjarret Roch Auburtin C. Robardet Marc Plantevit 23 14 0 12 Aug 2020
Long-tail Session-based Recommendation Siyi Liu Yujia Zheng 104 103 0 24 Jul 2020
Hybrid Session-based News Recommendation using Recurrent Neural Networks Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha GNN 21 0 0 22 Jun 2020
CHAMELEON: A Deep Learning Meta-Architecture for News Recommender Systems [Phd. Thesis] Gabriel de Souza Pereira Moreira GNN 52 2 0 29 Dec 2019
Balancing Multi-level Interactions for Session-based Recommendation Yujia Zheng Siyi Liu Zailei Zhou 68 12 0 29 Oct 2019
Empirical Analysis of Session-Based Recommendation Algorithms Malte Ludewig Noemi Mauro Sara Latifi Dietmar Jannach 81 94 0 28 Oct 2019
On-Device User Intent Prediction for Context and Sequence Aware Recommendation Benu Changmai D. Nagaraju D. Mohanty Kriti Singh Kunal Bansal Sukumar Moharana 32 9 0 18 Sep 2019
Time-weighted Attentional Session-Aware Recommender System Mei Wang Weizhi Li Yan Yan GNN 18 1 0 12 Sep 2019
Deep Context-Aware Recommender System Utilizing Sequential Latent Context Amit Livne Moshe Unger Bracha Shapira Lior Rokach BDL HAI 40 12 0 09 Sep 2019
Generating Personalized Recipes from Historical User Preferences Bodhisattwa Prasad Majumder Shuyang Li Jianmo Ni Julian McAuley 76 116 0 31 Aug 2019
Measuring the Business Value of Recommender Systems Dietmar Jannach Michael Jugovac OffRL 72 177 0 22 Aug 2019
Are We Really Making Much Progress? A Worrying Analysis of Recent Neural Recommendation Approaches Maurizio Ferrari Dacrema Paolo Cremonesi Dietmar Jannach 57 591 0 16 Jul 2019
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha 78 15 0 12 Jul 2019
Sequential Scenario-Specific Meta Learner for Online Recommendation Zhengxiao Du Xiaowei Wang Hongxia Yang Jingren Zhou Jie Tang OffRL LRM CLL 98 119 0 02 Jun 2019
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations Hui Fang Danning Zhang Yiheng Shu G. Guo BDL HAI 88 43 0 30 Apr 2019
Latent Variable Session-Based Recommendation D. Rohde Stephen Bonner BDL 57 3 0 24 Apr 2019
Sequential modeling of Sessions using Recurrent Neural Networks for Skip Prediction Sainath Adapa 32 3 0 23 Apr 2019
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha 67 87 0 15 Apr 2019
Multi-Scale Quasi-RNN for Next Item Recommendation Chaoyue He Yong Liu Qingyu Guo Chunyan Miao MQ 3DV 49 2 0 26 Feb 2019
A Long-Short Demands-Aware Model for Next-Item Recommendation Ting Bai Pan Du Wayne Xin Zhao Ji-Rong Wen Jian-Yun Nie AI4TS VLM 32 10 0 12 Feb 2019
Sequential Variational Autoencoders for Collaborative Filtering Noveen Sachdeva Giuseppe Manco Ettore Ritacco Vikram Pudi BDL 75 103 0 25 Nov 2018
Action-conditional Sequence Modeling for Recommendation E. Smirnova HAI 22 0 0 07 Sep 2018
RecoGym: A Reinforcement Learning Environment for the problem of Product Recommendation in Online Advertising D. Rohde Stephen Bonner Travis Dunlop Flavian Vasile Alexandros Karatzoglou OffRL 86 150 0 02 Aug 2018
Evaluation of Session-based Recommendation Algorithms Malte Ludewig Dietmar Jannach 71 297 0 26 Mar 2018