Improving Fairness in Adaptive Social Exergames via Shapley Bandits

Robert C Gray; Jennifer Villareale; Thomas Boyd Fox; Diane H Dallal; Santiago Ontañón; Danielle Arigo; Shahin Jabbari; Jichen Zhu

doi:10.1145/3581641.3584050

Improving Fairness in Adaptive Social Exergames via Shapley Bandits

Robert C Gray
, Jennifer Villareale
, Thomas Boyd Fox
, Diane H Dallal
, Santiago Ontañón
, Danielle Arigo
, Shahin Jabbari
, Jichen Zhu

Human-AI Interaction Lab

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

Original language	English
Title of host publication	Proceedings of the 28th International Conference on Intelligent User Interfaces
Number of pages	15
Publisher	Association for Computing Machinery
Publication date	2023
Pages	322-336
DOIs	https://doi.org/10.1145/3581641.3584050
Publication status	Published - 2023
Event	International Conference on Intelligent User Interfaces - Sydney, Australia Duration: 27 Mar 2023 → 31 Mar 2023 Conference number: 28 https://dl.acm.org/doi/proceedings/10.1145/3581641

Conference

Conference	International Conference on Intelligent User Interfaces
Number	28
Country/Territory	Australia
City	Sydney
Period	27/03/2023 → 31/03/2023
Internet address	https://dl.acm.org/doi/proceedings/10.1145/3581641

Access to Document

10.1145/3581641.3584050

3581641.3584050Final published version, 1.59 MB

ExPAI: Explainable Personalization AI for Health and Well-Being
Zhu, J. (PI), Malmborg, L. (CoI), Meyer, L. S. (CoI) & Maden, W. L. A. V. D. (CoI)
Novo Nordisk Foundation
01/01/2021 → 01/05/2027
Project: Research

Cite this

@inproceedings{05b19451f59c4b24949a0c706abb7b8d,

title = "Improving Fairness in Adaptive Social Exergames via Shapley Bandits",

author = "Gray, \{Robert C\} and Jennifer Villareale and Fox, \{Thomas Boyd\} and Dallal, \{Diane H\} and Santiago Onta{\~n}{\'o}n and Danielle Arigo and Shahin Jabbari and Jichen Zhu",

year = "2023",

doi = "10.1145/3581641.3584050",

language = "English",

pages = "322--336",

booktitle = "Proceedings of the 28th International Conference on Intelligent User Interfaces",

publisher = "Association for Computing Machinery",

address = "United States",

note = "International Conference on Intelligent User Interfaces, IUI ; Conference date: 27-03-2023 Through 31-03-2023",

url = "https://dl.acm.org/doi/proceedings/10.1145/3581641",

}

Gray, RC, Villareale, J, Fox, TB, Dallal, DH, Ontañón, S, Arigo, D, Jabbari, S & Zhu, J 2023, Improving Fairness in Adaptive Social Exergames via Shapley Bandits. in Proceedings of the 28th International Conference on Intelligent User Interfaces. Association for Computing Machinery, pp. 322-336, International Conference on Intelligent User Interfaces, Sydney, New South Wales, Australia, 27/03/2023. https://doi.org/10.1145/3581641.3584050

Improving Fairness in Adaptive Social Exergames via Shapley Bandits. / Gray, Robert C; Villareale, Jennifer; Fox, Thomas Boyd et al.
Proceedings of the 28th International Conference on Intelligent User Interfaces. Association for Computing Machinery, 2023. p. 322-336.

Research output: Conference Article in Proceeding or Book/Report chapter › Article in proceedings › Research › peer-review

TY - GEN

T1 - Improving Fairness in Adaptive Social Exergames via Shapley Bandits

AU - Gray, Robert C

AU - Villareale, Jennifer

AU - Fox, Thomas Boyd

AU - Dallal, Diane H

AU - Ontañón, Santiago

AU - Arigo, Danielle

AU - Jabbari, Shahin

AU - Zhu, Jichen

N1 - Conference code: 28

PY - 2023

Y1 - 2023

U2 - 10.1145/3581641.3584050

DO - 10.1145/3581641.3584050

M3 - Article in proceedings

SP - 322

EP - 336

BT - Proceedings of the 28th International Conference on Intelligent User Interfaces

PB - Association for Computing Machinery

T2 - International Conference on Intelligent User Interfaces

Y2 - 27 March 2023 through 31 March 2023

ER -

Improving Fairness in Adaptive Social Exergames via Shapley Bandits

Conference

Access to Document

Projects

ExPAI: Explainable Personalization AI for Health and Well-Being

Cite this