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FAccTRec 2021: The 4th Workshop on Responsible Recommendation

Authors:

Michael D Ekstrand,

Pierre-Nicolas Schwab,

Toshihiro Kamishima,

Nasim SonboliAuthors Info & Claims

RecSys '21: Proceedings of the 15th ACM Conference on Recommender Systems

Pages 778 - 779

https://doi.org/10.1145/3460231.3470932

Published: 13 September 2021 Publication History

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Abstract

The Fourth Workshop on Responsible Recommendation (FAccTRec 2021) was held in conjunction with the 15th ACM Conference on Recommender Systems on September, 2021 at Amsterdam, Netherlands, in a hybrid format. This workshop brought together researchers and practitioners to discuss several topics under the banner of social responsibility in recommender systems: fairness, accountability, transparency, privacy, and other ethical and social concerns. It served to advance research and discussion of these topics in the recommender systems space, and incubate ideas for future development and refinement.

References

[1]

EAD 2019. Ethically Aligned Design (1st edition). The IEEE Global Initiative on Ethics of Autonomous and Intelligent Systems. https://ethicsinaction.ieee.org/

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Michael D. Ekstrand, Pierre-Nicolas Schwab, Jean Garcia-Gathright, Toshihiro Kamishima, and Nasim Sonboli. 2020. 3nd FAccTRec Workshop: Responsible Recommendation. In Proc. of the 14th ACM Conf. on Recommender Systems. 607–608. https://doi.org/10.1145/3383313.3411538

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[3]

Michael D. Ekstrand, Pierre-Nicolas Schwab, Toshihiro Kamishima, and Nasim Sonboli. 2021. 4th FAccTRec Workshop: Responsible Recommendation. In Proc. of the 15th ACM Conf. on Recommender Systems.

Google Scholar

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Michael D. Ekstrand and Amit Sharma. 2017. FATREC Workshop: Responsible Recommendation. In Proceedings of the 11th ACM Conference on Recommender Systems. 382–383. https://doi.org/10.1145/3109859.3109960

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FAccT 2018. ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT). https://facctconference.org/

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Toshihiro Kamishima, Pierre-Nicolas Schwab, and Michael D. Ekstrand. 2018. 2nd FATREC Workshop: Responsible Recommendation. In Proceedings of the 12th ACM Conference on Recommender Systems. 516. https://doi.org/10.1145/3240323.3240335

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Ekstrand MKamishima TRaj ADinnissen K(2024)FAccTRec 2024: The 7th Workshop on Responsible RecommendationProceedings of the 18th ACM Conference on Recommender Systems10.1145/3640457.3687111(1200-1201)Online publication date: 8-Oct-2024
https://dl.acm.org/doi/10.1145/3640457.3687111
Ekstrand MGarcia-Gathright JSonboli NRaj ADinnissen K(2023)FAccTRec 2023: The 6th Workshop on Responsible RecommendationProceedings of the 17th ACM Conference on Recommender Systems10.1145/3604915.3608761(1267-1268)Online publication date: 14-Sep-2023
https://dl.acm.org/doi/10.1145/3604915.3608761

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The second Workshop on Responsible Recommendation (FATREC 2018) was held in conjunction with the 12th ACM Conference on Recommender Systems on October 6th, 2018 in Vancouver, Canada. This full-day workshop brought together researchers and practitioners ...

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RecSys '21: Proceedings of the 15th ACM Conference on Recommender Systems

September 2021

883 pages

ISBN:9781450384582

DOI:10.1145/3460231

Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

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Association for Computing Machinery

New York, NY, United States

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Published: 13 September 2021

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RecSys '21

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RecSys '21: Fifteenth ACM Conference on Recommender Systems

September 27 - October 1, 2021

Amsterdam, Netherlands

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Overall Acceptance Rate 254 of 1,295 submissions, 20%

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Ekstrand MKamishima TRaj ADinnissen K(2024)FAccTRec 2024: The 7th Workshop on Responsible RecommendationProceedings of the 18th ACM Conference on Recommender Systems10.1145/3640457.3687111(1200-1201)Online publication date: 8-Oct-2024
https://dl.acm.org/doi/10.1145/3640457.3687111
Ekstrand MGarcia-Gathright JSonboli NRaj ADinnissen K(2023)FAccTRec 2023: The 6th Workshop on Responsible RecommendationProceedings of the 17th ACM Conference on Recommender Systems10.1145/3604915.3608761(1267-1268)Online publication date: 14-Sep-2023
https://dl.acm.org/doi/10.1145/3604915.3608761

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FAccTRec 2022: The 5th Workshop on Responsible Recommendation

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2nd FATREC workshop: responsible recommendation

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