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Transactions on Recommender Systems, Volume 2
Volume 2, Number 1, March 2024
- Christine Bauer
, Alan Said
Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation. 1:1-1:5 - Yucheng Jin
CRS-Que: A User-centric Evaluation Framework for Conversational Recommender Systems. 2:1-2:34 - Lorenzo Porcaro
Assessing the Impact of Music Recommendation Diversity on Listeners: A Longitudinal Study. 3:1-3:47 - Lien Michiels
A Framework and Toolkit for Testing the Correctness of Recommendation Algorithms. 4:1-4:45 - Savvina Daniil
Reproducing Popularity Bias in Recommendation: The Effect of Evaluation Strategies. 5:1-5:39 - Michael D. Ekstrand
Distributionally-Informed Recommender System Evaluation. 6:1-6:27 - Dong Li
On Item-Sampling Evaluation for Recommender System. 7:1-7:36 - Wissam Al Jurdi
Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation. 8:1-8:25 - Behnam Rahdari
Towards Simulation-Based Evaluation of Recommender Systems with Carousel Interfaces. 9:1-9:25 - Andres Ferraro
Measuring Commonality in Recommendation of Cultural Content to Strengthen Cultural Citizenship. 10:1-10:32 - Christine Bauer
Exploring the Landscape of Recommender Systems Evaluation: Practices and Perspectives. 11:1-11:31
Volume 2, Number 2, June 2024
- Ivica Kostric
Generating Usage-related Questions for Preference Elicitation in Conversational Recommender Systems. 12:1-12:24 - Bo Chen
A Comprehensive Survey on Automated Machine Learning for Recommendations. 13:1-13:38 - Xiangmin Zhou
Dynamic Bi-layer Graph Learning for Context-aware Sequential Recommendation. 14:1-14:23
Volume 2, Number 3, September 2024
- Hossein A. Rahmani
A Personalized Framework for Consumer and Producer Group Fairness Optimization in Recommender Systems. 19:1-19:24
- Jonathan Stray
Building Human Values into Recommender Systems: An Interdisciplinary Synthesis. 20:1-20:57 - Yaxiong Wu
Personalised Multi-modal Interactive Recommendation with Hierarchical State Representations. 21:1-21:25 - Steffen Rendle
Efficient Optimization of Sparse User Encoder Recommenders. 22:1-22:31 - Christine Bauer
Where Are the Values? A Systematic Literature Review on News Recommender Systems. 23:1-23:40 - Zhu Sun
Revisiting Bundle Recommendation for Intent-aware Product Bundling. 24:1-24:34 - Romain Deffayet
SARDINE: Simulator for Automated Recommendation in Dynamic and Interactive Environments. 25:1-25:34
Volume 2, Number 4, December 2024
- Lei Zheng
Search-based Time-aware Graph-enhanced Recommendation with Sequential Behavior Data. 26:1-26:29 - Qi Shen
Multi-Interest Multi-Round Conversational Recommendation System with Fuzzy Feedback Based User Simulator. 27:1-27:29 - Bruno L. Pereira
Efficient Exploration and Exploitation for Sequential Music Recommendation. 28:1-28:23 - Xiangmeng Wang
Constrained Off-policy Learning over Heterogeneous Information for Fairness-aware Recommendation. 29:1-29:27 - Christina Göpfert
Discovering Personalized Semantics for Soft Attributes in Recommender Systems Using Concept Activation Vectors. 30:1-30:37
- Zhiyong Cheng
Disentangled Cascaded Graph Convolution Networks for Multi-Behavior Recommendation. 31:1-31:27 - Xiaowu Dai
Incentive-Aware Recommender Systems in Two-Sided Markets. 32:1-32:38
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