@article{DBLP:journals/tors/StrayHAHBABBELSJKVSVZAHPMV24,
author = {Jonathan Stray and
Alon Y. Halevy and
Parisa Assar and
Dylan Hadfield{-}Menell and
Craig Boutilier and
Amar Ashar and
Chlo{\'{e}} Bakalar and
Lex Beattie and
Michael D. Ekstrand and
Claire Leibowicz and
Connie Moon Sehat and
Sara Johansen and
Lianne Kerlin and
David Vickrey and
Spandana Singh and
Sanne Vrijenhoek and
Amy Xian Zhang and
McKane Andrus and
Natali Helberger and
Polina Proutskova and
Tanushree Mitra and
Nina Vasan},
title = {Building Human Values into Recommender Systems: An Interdisciplinary
Synthesis},
journal = {Trans. Recomm. Syst.},
volume = {2},
number = {3},
pages = {20:1--20:57},
year = {2024},
url = {https://doi.org/10.1145/3632297},
doi = {10.1145/3632297},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tors/StrayHAHBABBELSJKVSVZAHPMV24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ecir/EkstrandBPC24,
author = {Michael D. Ekstrand and
Lex Beattie and
Maria Soledad Pera and
Henriette Cramer},
editor = {Nazli Goharian and
Nicola Tonellotto and
Yulan He and
Aldo Lipani and
Graham McDonald and
Craig Macdonald and
Iadh Ounis},
title = {Not Just Algorithms: Strategically Addressing Consumer Impacts in
Information Retrieval},
booktitle = {Advances in Information Retrieval - 46th European Conference on Information
Retrieval, {ECIR} 2024, Glasgow, UK, March 24-28, 2024, Proceedings,
Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {14611},
pages = {314--335},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-56066-8\_25},
doi = {10.1007/978-3-031-56066-8\_25},
timestamp = {Mon, 01 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ecir/EkstrandBPC24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/SmithBC23,
author = {Jessie J. Smith and
Lex Beattie and
Henriette Cramer},
editor = {Ying Ding and
Jie Tang and
Juan F. Sequeda and
Lora Aroyo and
Carlos Castillo and
Geert{-}Jan Houben},
title = {Scoping Fairness Objectives and Identifying Fairness Metrics for Recommender
Systems: The Practitioners' Perspective},
booktitle = {Proceedings of the {ACM} Web Conference 2023, {WWW} 2023, Austin,
TX, USA, 30 April 2023 - 4 May 2023},
pages = {3648--3659},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3543507.3583204},
doi = {10.1145/3543507.3583204},
timestamp = {Mon, 28 Aug 2023 21:17:10 +0200},
biburl = {https://dblp.org/rec/conf/www/SmithBC23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-20061,
author = {Lex Beattie and
Isabel Corpus and
Lucy H. Lin and
Praveen Ravichandran},
title = {Evaluation Framework for Understanding Sensitive Attribute Association
Bias in Latent Factor Recommendation Algorithms},
journal = {CoRR},
volume = {abs/2310.20061},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.20061},
doi = {10.48550/ARXIV.2310.20061},
eprinttype = {arXiv},
eprint = {2310.20061},
timestamp = {Fri, 03 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-20061.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/BeattieTC22,
author = {Lex Beattie and
Dan Taber and
Henriette Cramer},
editor = {Jennifer Golbeck and
F. Maxwell Harper and
Vanessa Murdock and
Michael D. Ekstrand and
Bracha Shapira and
Justin Basilico and
Keld T. Lundgaard and
Even Oldridge},
title = {Challenges in Translating Research to Practice for Evaluating Fairness
and Bias in Recommendation Systems},
booktitle = {RecSys '22: Sixteenth {ACM} Conference on Recommender Systems, Seattle,
WA, USA, September 18 - 23, 2022},
pages = {528--530},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3523227.3547403},
doi = {10.1145/3523227.3547403},
timestamp = {Mon, 26 Sep 2022 12:54:58 +0200},
biburl = {https://dblp.org/rec/conf/recsys/BeattieTC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2207-10192,
author = {Jonathan Stray and
Alon Y. Halevy and
Parisa Assar and
Dylan Hadfield{-}Menell and
Craig Boutilier and
Amar Ashar and
Lex Beattie and
Michael D. Ekstrand and
Claire Leibowicz and
Connie Moon Sehat and
Sara Johansen and
Lianne Kerlin and
David Vickrey and
Spandana Singh and
Sanne Vrijenhoek and
Amy X. Zhang and
McKane Andrus and
Natali Helberger and
Polina Proutskova and
Tanushree Mitra and
Nina Vasan},
title = {Building Human Values into Recommender Systems: An Interdisciplinary
Synthesis},
journal = {CoRR},
volume = {abs/2207.10192},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2207.10192},
doi = {10.48550/ARXIV.2207.10192},
eprinttype = {arXiv},
eprint = {2207.10192},
timestamp = {Mon, 25 Jul 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2207-10192.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-04011,
author = {Jessie J. Smith and
Lex Beattie},
title = {RecSys Fairness Metrics: Many to Use But Which One To Choose?},
journal = {CoRR},
volume = {abs/2209.04011},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.04011},
doi = {10.48550/ARXIV.2209.04011},
eprinttype = {arXiv},
eprint = {2209.04011},
timestamp = {Tue, 27 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-04011.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
