Nasim Sonboli

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Robin BurkeUniversity of Colorado, BoulderDirección de correo verificada de colorado.edu
Bamshad MobasherSchool of Computing, DePaul UniversityDirección de correo verificada de cs.depaul.edu
Farzad EskandanianDePaul UniversityDirección de correo verificada de depaul.edu
Weiwen LiuNoah's Ark Lab, HuaweiDirección de correo verificada de link.cuhk.edu.hk
Michael EkstrandAsst. Professor of Information Science, Drexel UniversityDirección de correo verificada de drexel.edu
Nicholas MatteiAssociate Professor, Tulane UniversityDirección de correo verificada de tulane.edu
Jessie J. SmithPhD, University of Colorado BoulderDirección de correo verificada de colorado.edu
Amy VoidaUniversity of Colorado Boulder, Department of Information ScienceDirección de correo verificada de colorado.edu
Kun LinDePaul UniversityDirección de correo verificada de mail.depaul.edu
Masoud MansouryAssistant Professor, Delft University of TechnologyDirección de correo verificada de tudelft.nl
Casey FieslerAssociate Professor, Information Science, University of Colorado BoulderDirección de correo verificada de colorado.edu
Toshihiro KamishimaIndependent ResearcherDirección de correo verificada de kamishima.net
MARÍA N. MORENO GARCÍA (https://o...Data Mining Research Group - Universidad de SalamancaDirección de correo verificada de usal.es
DIEGO SÁNCHEZ MORENOUniversidad de SalamancaDirección de correo verificada de usal.es
Rishabh MehrotraHead of AI, SourcegraphDirección de correo verificada de sourcegraph.com
Tian GaoIBM ResearchDirección de correo verificada de us.ibm.com
Mohammad AliannejadiAssistant Professor of Computer Science. IRLab, University of AmsterdamDirección de correo verificada de uva.nl
Mohammadmehdi NaghiaeiPhD Candidate at University of Southern CaliforniaDirección de correo verificada de usc.edu
Hossein A. RahmaniPhD Student, University College LondonDirección de correo verificada de ucl.ac.uk
Mehdi ElahiAssociate Professor, University of BergenDirección de correo verificada de uib.no

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Nasim Sonboli

Computing Innovation Postdoctoral Fellow at Brown University

Dirección de correo verificada de brown.edu

Algorithmic Fairness Recommender Systems


Título Ordenar por citas Ordenar por año Ordenar por título	Citado por Citado por	Año
Balanced Neighborhoods for Multi-sided Fairness in Recommendation R Burke, N Sonboli, A Ordonez-Gauger ACM Conference on Fairness, Accountability, and Transparency (ACM FAccT …, 2018	262	2018
Personalized fairness-aware re-ranking for microlending W Liu, J Guo, N Sonboli, R Burke, S Zhang Proceedings of the 13th ACM Conference on Recommender Systems, 467-471, 2019	91	2019
Fairness and Transparency in Recommendation: The Users' Perspective N Sonboli, JJ Smith, FC Berenfus, R Burke, C Fiesler Proceedings of the 29th ACM Conference on User Modeling, Adaptation and …, 2021	89	2021
Opportunistic Multi-aspect Fairness through Personalized Re-ranking N Sonboli, F Eskandanian, R Burke, W Liu, B Mobasher Proceedings of the 28th ACM Conference on User Modeling, Adaptation and …, 2020	55	2020
The multisided complexity of fairness in recommender systems N Sonboli, R Burke, M Ekstrand, R Mehrotra AI Magazine 43 (2), 164-176, 2022	38	2022
Crank up the volume: preference bias amplification in collaborative recommendation N Sonboli, K Lin, B Mobasher, R Burke RMSE: Workshop on Recommendation in Multistakeholder Environments held in …, 2019	36*	2019
Calibration in Collaborative Filtering Recommender Systems: a User-Centered Analysis K Lin, N Sonboli, B Mobasher, R Burke Proceedings of the 31st ACM Conference on Hypertext and Social Media, 197-206, 2020	28	2020
Power of the Few: Analyzing the Impact of Influential Users in Collaborative Recommender Systems F Eskandanian, N Sonboli, B Mobasher Proceedings of the 27th ACM Conference on User Modeling, Adaptation and …, 2019	24	2019
Data Science Summer Academy for Chicago Public School Students B Mobasher, L Dettori, D Raicu, R Settimi, N Sonboli, M Stettler ACM SIGKDD Explorations Newsletter 21 (1), 49-52, 2019	24	2019
Multi-agent Social Choice for Dynamic Fairness-aware Recommendation R Burke, N Mattei, V Grozin, A Voida, N Sonboli Adjunct Proceedings of the 30th ACM Conference on User Modeling, Adaptation …, 2022	19	2022
Exploring User Opinions of Fairness in Recommender Systems J Smith, N Sonboli, C Fiesler, R Burke Human-Centered Approach to Fair & Responsible AI Workshop at CHI 2020, 2020	18	2020
" And the Winner Is...": Dynamic Lotteries for Multi-group Fairness-Aware Recommendation N Sonboli, R Burke, N Mattei, F Eskandanian, T Gao 3rd FAccTRec Workshop: Responsible Recommendation in conjunction with the …, 2020	17	2020
Localized Fairness in Recommender Systems N Sonboli, R Burke FairUMAP 2019 Workshop - Adjunct Publication of the 27th Conference on User …, 2019	17	2019
librec-auto: A Tool for Recommender Systems Experimentation N Sonboli, M Mansoury, Z Guo, S Kadekodi, W Liu, Z Liu, A Schwartz, ... Proceedings of the 30th ACM International Conference on Information …, 2021	16	2021
Algorithmic Fairness, Institutional Logics, and Social Choice R Burke, A Voida, N Mattei, N Sonboli AI for Social Good Harvard CRCS Workshop, IJCAI 2020, 2020	14	2020
Towards Confidence-aware Calibrated Recommendation M Naghiaei, HA Rahmani, M Aliannejadi, N Sonboli Proceedings of the 31st ACM International Conference on Information …, 2022	13	2022
Inferring user expertise from social tagging in music recommender systems for streaming services D Sánchez-Moreno, MN Moreno-García, N Sonboli, B Mobasher, R Burke Hybrid Artificial Intelligent Systems: 13th International Conference, HAIS …, 2018	13	2018
Using Social Tag Embedding in a Collaborative Filtering Approach for Recommender Systems D Sánchez-Moreno, MN Moreno-García, N Sonboli, B Mobasher, R Burke 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and …, 2020	12	2020
Fairness-aware Recommendation with librec-auto N Sonboli, R Burke, Z Liu, M Mansoury Proceedings of the 14th ACM Conference on Recommender Systems, 594-596, 2020	12	2020
Synthetic Attribute Data for Evaluating Consumer-side Fairness R Burke, J Kontny, N Sonboli 2nd FATREC 2018 Workshop: Responsible Recommendation held in conjunction …, 2018	12	2018

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