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Evaluation of Session-based Recommendation Algorithms

26 March 2018

Papers citing "Evaluation of Session-based Recommendation Algorithms"

33 / 33 papers shown

Title
Improving Sequential Recommendations with LLMs Artun Boz Wouter Zorgdrager Zoe Kotti Jesse Harte Panos Louridas Dietmar Jannach Vassilios Karakoidas Marios Fragkoulis KELM LRM 150 4 0 02 Feb 2024
A Scalable Framework for Automatic Playlist Continuation on Music Streaming Services Walid Bendada Guillaume Salha-Galvan Thomas Bouabça Tristan Cazenave 57 9 0 12 Apr 2023
Federated Privacy-preserving Collaborative Filtering for On-Device Next App Prediction A. Sayapin Gleb Balitskiy Daniel Bershatsky Aleksandr Katrutsa Evgeny Frolov Alexey Frolov Ivan Oseledets Vitaliy N. Kharin FedML 50 1 0 05 Feb 2023
A Sequence-Aware Recommendation Method Based on Complex Networks Abdullah Alhadlaq Said Kerrache Hatim Aboalsamh 26 2 0 30 Sep 2022
SupervisorBot: NLP-Annotated Real-Time Recommendations of Psychotherapy Treatment Strategies with Deep Reinforcement Learning Baihan Lin Guillermo Cecchi Djallel Bouneffouf OffRL 86 12 0 27 Aug 2022
An Exploratory Study of Tweets about the SARS-CoV-2 Omicron Variant: Insights from Sentiment Analysis, Language Interpretation, Source Tracking, Type Classification, and Embedded URL Detection Nirmalya Thakur Chia Y. Han 59 38 0 20 Jul 2022
Beyond NDCG: behavioral testing of recommender systems with RecList P. Chia Jacopo Tagliabue Federico Bianchi Chloe He Brian Ko 63 27 0 18 Nov 2021
Improving Next-Application Prediction with Deep Personalized-Attention Neural Network Jun Zhu Gautier Viaud C´eline Hudelot HAI 28 3 0 09 Nov 2021
Transformers with multi-modal features and post-fusion context for e-commerce session-based recommendation Gabriel de Souza P. Moreira Sara Rabhi Ronay Ak Md Yasin Kabir Even Oldridge 61 28 0 11 Jul 2021
PURS: Personalized Unexpected Recommender System for Improving User Satisfaction Pan Li Maofei Que Zhichao Jiang Yao Hu Alexander Tuzhilin 38 45 0 05 Jun 2021
Improving Long-Term Metrics in Recommendation Systems using Short-Horizon Reinforcement Learning Bogdan Mazoure Paul Mineiro Pavithra Srinath R. S. Sedeh Doina Precup Adith Swaminathan OffRL 52 4 0 01 Jun 2021
Dynamic Slate Recommendation with Gated Recurrent Units and Thompson Sampling Simen Eide David S. Leslie A. Frigessi BDL OffRL 79 9 0 30 Apr 2021
Sequential Recommendation in Online Games with Multiple Sequences, Tasks and User Levels Si Chen Yuqiu Qian Hui Li Chen Lin OffRL LRM 20 5 0 13 Feb 2021
Sequential recommendation with metric models based on frequent sequences Corentin Lonjarret Roch Auburtin C. Robardet Marc Plantevit 18 14 0 12 Aug 2020
Counterfactual Evaluation of Slate Recommendations with Sequential Reward Interactions James McInerney B. Brost Praveen Chandar Rishabh Mehrotra Ben Carterette BDL CML OffRL 171 56 0 25 Jul 2020
Critically Examining the Claimed Value of Convolutions over User-Item Embedding Maps for Recommender Systems Maurizio Ferrari Dacrema Federico Parroni Paolo Cremonesi Dietmar Jannach 58 17 0 23 Jul 2020
An efficient manifold density estimator for all recommendation systems Jacek Dkabrowski Barbara Rychalska Michal Daniluk Dominika Basaj Konrad Gołuchowski Piotr Babel Andrzej Michalowski Adam Jakubowski 38 19 0 02 Jun 2020
Modeling Personalized Item Frequency Information for Next-basket Recommendation Haoji Hu Xiangnan He Jinyang Gao Zhi-Li Zhang AI4TS 46 114 0 31 May 2020
Jointly Modeling Intra- and Inter-transaction Dependencies with Hierarchical Attentive Transaction Embeddings for Next-item Recommendation Shoujin Wang LongBing Cao Liang Hu S. Berkovsky Xiaoshui Huang Lin Xiao Wenpeng Lu 70 23 0 30 May 2020
Multi-modal Embedding Fusion-based Recommender Anna Wróblewska Jacek Dąbrowski Michał Pastuszak Andrzej Michalowski Michal Daniluk Barbara Rychalska Mikolaj Wieczorek Sylwia Sysko-Romanczuk Synerise 8 13 0 13 May 2020
A Troubling Analysis of Reproducibility and Progress in Recommender Systems Research Maurizio Ferrari Dacrema Simone Boglio Paolo Cremonesi Dietmar Jannach 82 198 0 18 Nov 2019
Empirical Analysis of Session-Based Recommendation Algorithms Malte Ludewig Noemi Mauro Sara Latifi Dietmar Jannach 81 94 0 28 Oct 2019
Neighborhood-Enhanced and Time-Aware Model for Session-based Recommendation Yang Lv Liangsheng Zhuang Pengyu Luo 13 3 0 25 Sep 2019
Measuring the Business Value of Recommender Systems Dietmar Jannach Michael Jugovac OffRL 67 175 0 22 Aug 2019
On the Importance of News Content Representation in Hybrid Neural Session-based Recommender Systems Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha 66 15 0 12 Jul 2019
New Item Consumption Prediction Using Deep Learning Michael Shekasta Gilad Katz Asnat Greenstein-Messica Lior Rokach Bracha Shapira 18 7 0 05 May 2019
Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations Hui Fang Danning Zhang Yiheng Shu G. Guo BDL HAI 67 43 0 30 Apr 2019
Sequential modeling of Sessions using Recurrent Neural Networks for Skip Prediction Sainath Adapa 27 3 0 23 Apr 2019
Contextual Hybrid Session-based News Recommendation with Recurrent Neural Networks Gabriel de Souza P. Moreira Dietmar Jannach A. Cunha 59 87 0 15 Apr 2019
News Session-Based Recommendations using Deep Neural Networks Gabriel de Souza P. Moreira F. Ferreira A. Cunha 89 82 0 31 Jul 2018
Recurrent Neural Networks for Long and Short-Term Sequential Recommendation Kiewan Villatel E. Smirnova Jérémie Mary Philippe Preux HAI 26 26 0 23 Jul 2018
Predicting purchasing intent: Automatic Feature Learning using Recurrent Neural Networks Humphrey Sheil Omer F. Rana R. Reilly 30 34 0 21 Jul 2018
Sequence-Aware Recommender Systems Massimo Quadrana Paolo Cremonesi Dietmar Jannach 92 482 0 23 Feb 2018