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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} }
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