The unfairness of popularity bias in recommendation

Himan Abdollahpouri; Masoud Mansoury; Robin Burke; Bamshad Mobasher

The unfairness of popularity bias in recommendation

Himan Abdollahpouri
, Masoud Mansoury
, Robin Burke
, Bamshad Mobasher

University of Colorado Boulder
Eindhoven University of Technology

Research output: Contribution to journal › Conference article › peer-review

Original language	English
Journal	CEUR Workshop Proceedings
Volume	2440
State	Published - 2019
Event	2019 Workshop on Recommendation in Multi-Stakeholder Environments, RMSE 2019 co-located with the 13th ACM Conference on Recommender Systems, RecSys 2019 - Copenhagen, Denmark Duration: Sep 20 2019 → Sep 20 2019

ASJC Scopus Subject Areas

General Computer Science

Keywords

Fairness
Long-tail recommendation
Popularity bias
Recommender systems

Cite this

@article{7ce6be6845e443d7ba39c4a1d2fdb2e1,

title = "The unfairness of popularity bias in recommendation",

keywords = "Fairness, Long-tail recommendation, Popularity bias, Recommender systems",

author = "Himan Abdollahpouri and Masoud Mansoury and Robin Burke and Bamshad Mobasher",

note = "Publisher Copyright: {\textcopyright} Copyright 2019 for this paper by its authors. Use permitted under Creative Commons License Attribution 4.0 International (CC BY 4.0).; 2019 Workshop on Recommendation in Multi-Stakeholder Environments, RMSE 2019 co-located with the 13th ACM Conference on Recommender Systems, RecSys 2019 ; Conference date: 20-09-2019 Through 20-09-2019",

year = "2019",

language = "English",

volume = "2440",

journal = "CEUR Workshop Proceedings",

issn = "1613-0073",

}

TY - JOUR

T1 - The unfairness of popularity bias in recommendation

AU - Abdollahpouri, Himan

AU - Mansoury, Masoud

AU - Burke, Robin

AU - Mobasher, Bamshad

PY - 2019

Y1 - 2019

KW - Fairness

KW - Long-tail recommendation

KW - Popularity bias

KW - Recommender systems

UR - https://www.scopus.com/pages/publications/85072723518

UR - https://www.scopus.com/pages/publications/85072723518#tab=citedBy

M3 - Conference article

AN - SCOPUS:85072723518

SN - 1613-0073

VL - 2440

JO - CEUR Workshop Proceedings

JF - CEUR Workshop Proceedings

T2 - 2019 Workshop on Recommendation in Multi-Stakeholder Environments, RMSE 2019 co-located with the 13th ACM Conference on Recommender Systems, RecSys 2019

Y2 - 20 September 2019 through 20 September 2019

ER -

The unfairness of popularity bias in recommendation

ASJC Scopus Subject Areas

Keywords

Other files and links

Cite this