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@article{DBLP:journals/tors/BauerSZ24, author = {Christine Bauer and Alan Said and Eva Zangerle}, title = {Introduction to the Special Issue on Perspectives on Recommender Systems Evaluation}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {1:1--1:5}, year = {2024}, url = {https://doi.org/10.1145/3648398}, doi = {10.1145/3648398}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/BauerSZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/BauerZS24, author = {Christine Bauer and Eva Zangerle and Alan Said}, title = {Exploring the Landscape of Recommender Systems Evaluation: Practices and Perspectives}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {11:1--11:31}, year = {2024}, url = {https://doi.org/10.1145/3629170}, doi = {10.1145/3629170}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/BauerZS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/ChenZWFGT24, author = {Bo Chen and Xiangyu Zhao and Yejing Wang and Wenqi Fan and Huifeng Guo and Ruiming Tang}, title = {A Comprehensive Survey on Automated Machine Learning for Recommendations}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {2}, pages = {13:1--13:38}, year = {2024}, url = {https://doi.org/10.1145/3630104}, doi = {10.1145/3630104}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/ChenZWFGT24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/DaniilCLOH24, author = {Savvina Daniil and Mirjam Cuper and Cynthia C. S. Liem and Jacco van Ossenbruggen and Laura Hollink}, title = {Reproducing Popularity Bias in Recommendation: The Effect of Evaluation Strategies}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {5:1--5:39}, year = {2024}, url = {https://doi.org/10.1145/3637066}, doi = {10.1145/3637066}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/DaniilCLOH24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/EkstrandCD24, author = {Michael D. Ekstrand and Ben Carterette and Fernando Diaz}, title = {Distributionally-Informed Recommender System Evaluation}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {6:1--6:27}, year = {2024}, url = {https://doi.org/10.1145/3613455}, doi = {10.1145/3613455}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/EkstrandCD24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/FerraroFDB24, author = {Andres Ferraro and Gustavo Ferreira and Fernando Diaz and Georgina Born}, title = {Measuring Commonality in Recommendation of Cultural Content to Strengthen Cultural Citizenship}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {10:1--10:32}, year = {2024}, url = {https://doi.org/10.1145/3643138}, doi = {10.1145/3643138}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/FerraroFDB24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/JinCCZ24, author = {Yucheng Jin and Li Chen and Wanling Cai and Xianglin Zhao}, title = {\emph{CRS-Que}: {A} User-centric Evaluation Framework for Conversational Recommender Systems}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {2:1--2:34}, year = {2024}, url = {https://doi.org/10.1145/3631534}, doi = {10.1145/3631534}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/JinCCZ24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/JurdiADM24, author = {Wissam Al Jurdi and Jacques Bou Abdo and Jacques Demerjian and Abdallah Makhoul}, title = {Group Validation in Recommender Systems: Framework for Multi-layer Performance Evaluation}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {8:1--8:25}, year = {2024}, url = {https://doi.org/10.1145/3640820}, doi = {10.1145/3640820}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/JurdiADM24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/KostricBR24, author = {Ivica Kostric and Krisztian Balog and Filip Radlinski}, title = {Generating Usage-related Questions for Preference Elicitation in Conversational Recommender Systems}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {2}, pages = {12:1--12:24}, year = {2024}, url = {https://doi.org/10.1145/3629981}, doi = {10.1145/3629981}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/KostricBR24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/LiJLRGL24, author = {Dong Li and Ruoming Jin and Zhenming Liu and Bin Ren and Jing Gao and Zhi Liu}, title = {On Item-Sampling Evaluation for Recommender System}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {7:1--7:36}, year = {2024}, url = {https://doi.org/10.1145/3629171}, doi = {10.1145/3629171}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/LiJLRGL24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/MichielsVFFG24, author = {Lien Michiels and Robin Verachtert and Andres Ferraro and Kim Falk and Bart Goethals}, title = {A Framework and Toolkit for Testing the Correctness of Recommendation Algorithms}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {4:1--4:45}, year = {2024}, url = {https://doi.org/10.1145/3591109}, doi = {10.1145/3591109}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/MichielsVFFG24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/PorcaroGC24, author = {Lorenzo Porcaro and Emilia G{\'{o}}mez and Carlos Castillo}, title = {Assessing the Impact of Music Recommendation Diversity on Listeners: {A} Longitudinal Study}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {3:1--3:47}, year = {2024}, url = {https://doi.org/10.1145/3608487}, doi = {10.1145/3608487}, timestamp = {Mon, 15 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/PorcaroGC24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/RahdariBK24, author = {Behnam Rahdari and Peter Brusilovsky and Branislav Kveton}, title = {Towards Simulation-Based Evaluation of Recommender Systems with Carousel Interfaces}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {1}, pages = {9:1--9:25}, year = {2024}, url = {https://doi.org/10.1145/3643709}, doi = {10.1145/3643709}, timestamp = {Mon, 01 Apr 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/RahdariBK24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/ZhouLRCYS24, author = {Xiangmin Zhou and Rosni Lumbantoruan and Yongli Ren and Lei Chen and Xiaochun Yang and Jie Shao}, title = {Dynamic Bi-layer Graph Learning for Context-aware Sequential Recommendation}, journal = {Trans. Recomm. Syst.}, volume = {2}, number = {2}, pages = {14:1--14:23}, year = {2024}, url = {https://doi.org/10.1145/3638535}, doi = {10.1145/3638535}, timestamp = {Fri, 17 May 2024 01:00:00 +0200}, biburl = {https://dblp.org/rec/journals/tors/ZhouLRCYS24.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/BenedictOR23, author = {Gabriel B{\'{e}}n{\'{e}}dict and Daan Odijk and Maarten de Rijke}, title = {Intent-Satisfaction Modeling: From Music to Video Streaming}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {3}, pages = {1--23}, year = {2023}, url = {https://doi.org/10.1145/3606375}, doi = {10.1145/3606375}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/BenedictOR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/CavenaghiSSZ23, author = {Emanuele Cavenaghi and Gabriele Sottocornola and Fabio Stella and Markus Zanker}, title = {A Systematic Study on Reproducibility of Reinforcement Learning in Recommendation Systems}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {3}, pages = {1--23}, year = {2023}, url = {https://doi.org/10.1145/3596519}, doi = {10.1145/3596519}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/CavenaghiSSZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/ChenJ23, author = {Li Chen and Dietmar Jannach}, title = {{ACM} Transactions on Recommender Systems: Inaugural Issue Editorial}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {1}, pages = {1}, year = {2023}, url = {https://doi.org/10.1145/3569454}, doi = {10.1145/3569454}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/ChenJ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/CoscratoB23, author = {Victor Coscrato and Derek G. Bridge}, title = {Estimating and Evaluating the Uncertainty of Rating Predictions and Top-n Recommendations in Recommender Systems}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {2}, pages = {1--34}, year = {2023}, url = {https://doi.org/10.1145/3584021}, doi = {10.1145/3584021}, timestamp = {Tue, 02 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/CoscratoB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/FerraraAMNS23, author = {Antonio Ferrara and Vito Walter Anelli and Alberto Carlo Maria Mancino and Tommaso Di Noia and Eugenio Di Sciascio}, title = {KGFlex: Efficient Recommendation with Sparse Feature Factorization and Knowledge Graphs}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {4}, pages = {1--30}, year = {2023}, url = {https://doi.org/10.1145/3588901}, doi = {10.1145/3588901}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/FerraraAMNS23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/GaoZLLQPQCJHL23, author = {Chen Gao and Yu Zheng and Nian Li and Yinfeng Li and Yingrong Qin and Jinghua Piao and Yuhan Quan and Jianxin Chang and Depeng Jin and Xiangnan He and Yong Li}, title = {A Survey of Graph Neural Networks for Recommender Systems: Challenges, Methods, and Directions}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {1}, pages = {1--51}, year = {2023}, url = {https://doi.org/10.1145/3568022}, doi = {10.1145/3568022}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/GaoZLLQPQCJHL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/JeunenG23, author = {Olivier Jeunen and Bart Goethals}, title = {Pessimistic Decision-Making for Recommender Systems}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {1}, pages = {1--27}, year = {2023}, url = {https://doi.org/10.1145/3568029}, doi = {10.1145/3568029}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/JeunenG23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/LiAYR23, author = {Ming Li and Mozhdeh Ariannezhad and Andrew Yates and Maarten de Rijke}, title = {Who Will Purchase This Item Next? Reverse Next Period Recommendation in Grocery Shopping}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {2}, pages = {1--32}, year = {2023}, url = {https://doi.org/10.1145/3595384}, doi = {10.1145/3595384}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/LiAYR23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/LiXCTJL23, author = {Xueqi Li and Guoqing Xiao and Yuedan Chen and Zhuo Tang and Wenjun Jiang and Kenli Li}, title = {An Explicitly Weighted {GCN} Aggregator based on Temporal and Popularity Features for Recommendation}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {2}, pages = {1--23}, year = {2023}, url = {https://doi.org/10.1145/3587272}, doi = {10.1145/3587272}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/LiXCTJL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/LimHNGWT23, author = {Nicholas Lim and Bryan Hooi and See{-}Kiong Ng and Yong Liang Goh and Renrong Weng and Rui Tan}, title = {Learning Hierarchical Spatial Tasks with Visiting Relations for Next {POI} Recommendation}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {4}, pages = {1--26}, year = {2023}, url = {https://doi.org/10.1145/3610584}, doi = {10.1145/3610584}, timestamp = {Fri, 12 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/LimHNGWT23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/LiuCZDHPM23, author = {Dugang Liu and Pengxiang Cheng and Hong Zhu and Zhenhua Dong and Xiuqiang He and Weike Pan and Zhong Ming}, title = {Debiased Representation Learning in Recommendation via Information Bottleneck}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {1}, pages = {1--27}, year = {2023}, url = {https://doi.org/10.1145/3568030}, doi = {10.1145/3568030}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/LiuCZDHPM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/NguyenU23, author = {Tung Nguyen and Jeffrey Uhlmann}, title = {Tensor Completion with Provable Consistency and Fairness Guarantees for Recommender Systems}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {3}, pages = {1--26}, year = {2023}, url = {https://doi.org/10.1145/3604649}, doi = {10.1145/3604649}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/NguyenU23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/SilvaSWRP23, author = {N{\'{\i}}collas Silva and Thiago Silva and Heitor Werneck and Leonardo Rocha and Adriano C. M. Pereira}, title = {User Cold-start Problem in Multi-armed Bandits: When the First Recommendations Guide the User's Experience}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {1}, pages = {1--24}, year = {2023}, url = {https://doi.org/10.1145/3554819}, doi = {10.1145/3554819}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/SilvaSWRP23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/SrbaMTPSSKHPGB23, author = {Ivan Srba and R{\'{o}}bert M{\'{o}}ro and Mat{\'{u}}s Tomlein and Branislav Pecher and Jakub Simko and Elena Stefancova and Michal Kompan and Andrea Hrckova and Juraj Podrouzek and Adrian Gavornik and M{\'{a}}ria Bielikov{\'{a}}}, title = {Auditing YouTube's Recommendation Algorithm for Misinformation Filter Bubbles}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {1}, pages = {1--33}, year = {2023}, url = {https://doi.org/10.1145/3568392}, doi = {10.1145/3568392}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/SrbaMTPSSKHPGB23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/StarkeATL23, author = {Alain D. Starke and Edis Asotic and Christoph Trattner and Ellen J. Van Loo}, title = {Examining the User Evaluation of Multi-List Recommender Interfaces in the Context of Healthy Recipe Choices}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {4}, pages = {1--31}, year = {2023}, url = {https://doi.org/10.1145/3581930}, doi = {10.1145/3581930}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/StarkeATL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/TomlinsonWLHTY23, author = {Kiran Tomlinson and Mengting Wan and Cao Lu and Brent J. Hecht and Jaime Teevan and Longqi Yang}, title = {Targeted Training for Multi-organization Recommendation}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {3}, pages = {1--18}, year = {2023}, url = {https://doi.org/10.1145/3603508}, doi = {10.1145/3603508}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/TomlinsonWLHTY23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/XuTHLZ23, author = {Shuyuan Xu and Juntao Tan and Shelby Heinecke and Vena Jia Li and Yongfeng Zhang}, title = {Deconfounded Causal Collaborative Filtering}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {4}, pages = {1--25}, year = {2023}, url = {https://doi.org/10.1145/3606035}, doi = {10.1145/3606035}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/XuTHLZ23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/ZhangWSPWXCL23, author = {Yiming Zhang and Lingfei Wu and Qi Shen and Yitong Pang and Zhihua Wei and Fangli Xu and Ethan Chang and Bo Long}, title = {Graph Learning Augmented Heterogeneous Graph Neural Network for Social Recommendation}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {4}, pages = {1--22}, year = {2023}, url = {https://doi.org/10.1145/3610407}, doi = {10.1145/3610407}, timestamp = {Sun, 31 Dec 2023 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/ZhangWSPWXCL23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
@article{DBLP:journals/tors/ZhouSLZM23, author = {Xin Zhou and Aixin Sun and Yong Liu and Jie Zhang and Chunyan Miao}, title = {SelfCF: {A} Simple Framework for Self-supervised Collaborative Filtering}, journal = {Trans. Recomm. Syst.}, volume = {1}, number = {2}, pages = {1--25}, year = {2023}, url = {https://doi.org/10.1145/3591469}, doi = {10.1145/3591469}, timestamp = {Sat, 13 Jan 2024 00:00:00 +0100}, biburl = {https://dblp.org/rec/journals/tors/ZhouSLZM23.bib}, bibsource = {dblp computer science bibliography, https://dblp.org} }
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