Using AI Methods for Health Behavior Change

Chao Zhang; Shihan Wang; Baptist Liefooghe; Hanne Spelt; Jiaxin Xu; Wijnand A. IJsselsteijn

Using AI Methods for Health Behavior Change

Chao Zhang, Shihan Wang, Baptist Liefooghe, Hanne Spelt, Jiaxin Xu, Wijnand A. IJsselsteijn

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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Abstract

Artificial intelligence (AI) has been applied to health behavior change research for over a decade. Current research programs include machine learning for delivering just-in-time adaptive interventions, computational modeling of behavior change processes, and the use of social AI for communication and persuasion. With new advances in AI, we propose an international workshop to bring together experts from all related disciplines to discuss and explore the potentials of AI for behavior change research. We discuss in this proposal the aims, planned activities, expected outcomes, and a promotion strategy for the workshop.

Original language	English
Title of host publication	Persuasive 2023 Adjunct Proceedings
Subtitle of host publication	18th International Conference on Persuasive Technology, Adjunct Proceedings co-located with PERSUASIVE 2023, Eindhoven University of Technology, Eindhoven, The Netherlands, April 19th - 21st, 2023
Editors	Felix Nti Koranteng, Nilufar Baghaei, Sandra Burri Gram-Hansen
Publisher	CEUR-WS.org
Number of pages	5
Publication status	Published - 2023
Event	18th International Conference on Persuasive Technology, Adjunct, PERSUASIVE-ADJ 2023 - Eindhoven, Netherlands Duration: 19 Apr 2023 → 21 Apr 2023

Publication series

Name	CEUR Workshop Proceedings
Volume	3474
ISSN (Print)	1613-0073

Conference

Conference	18th International Conference on Persuasive Technology, Adjunct, PERSUASIVE-ADJ 2023
Country/Territory	Netherlands
City	Eindhoven
Period	19/04/23 → 21/04/23

Bibliographical note

Publisher Copyright:
© 2023 Copyright for this paper by its authors.

Keywords

Artificial Intelligence
Behavior Change
Digital Intervention
Health Psychology
Persuasive Technology

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Zhang, C., Wang, S., Liefooghe, B., Spelt, H., Xu, J., & IJsselsteijn, W. A. (2023). Using AI Methods for Health Behavior Change. In F. Nti Koranteng, N. Baghaei, & S. Burri Gram-Hansen (Eds.), Persuasive 2023 Adjunct Proceedings: 18th International Conference on Persuasive Technology, Adjunct Proceedings co-located with PERSUASIVE 2023, Eindhoven University of Technology, Eindhoven, The Netherlands, April 19th - 21st, 2023 (CEUR Workshop Proceedings; Vol. 3474). CEUR-WS.org. https://ceur-ws.org/Vol-3474/preface4.pdf

Zhang, Chao ; Wang, Shihan ; Liefooghe, Baptist et al. / Using AI Methods for Health Behavior Change. Persuasive 2023 Adjunct Proceedings: 18th International Conference on Persuasive Technology, Adjunct Proceedings co-located with PERSUASIVE 2023, Eindhoven University of Technology, Eindhoven, The Netherlands, April 19th - 21st, 2023. editor / Felix Nti Koranteng ; Nilufar Baghaei ; Sandra Burri Gram-Hansen. CEUR-WS.org, 2023. (CEUR Workshop Proceedings).

@inproceedings{135f3a165edc4412b62a5d81c39c885f,

title = "Using AI Methods for Health Behavior Change",

abstract = "Artificial intelligence (AI) has been applied to health behavior change research for over a decade. Current research programs include machine learning for delivering just-in-time adaptive interventions, computational modeling of behavior change processes, and the use of social AI for communication and persuasion. With new advances in AI, we propose an international workshop to bring together experts from all related disciplines to discuss and explore the potentials of AI for behavior change research. We discuss in this proposal the aims, planned activities, expected outcomes, and a promotion strategy for the workshop.",

keywords = "Artificial Intelligence, Behavior Change, Digital Intervention, Health Psychology, Persuasive Technology",

author = "Chao Zhang and Shihan Wang and Baptist Liefooghe and Hanne Spelt and Jiaxin Xu and IJsselsteijn, {Wijnand A.}",

note = "Publisher Copyright: {\textcopyright} 2023 Copyright for this paper by its authors.; 18th International Conference on Persuasive Technology, Adjunct, PERSUASIVE-ADJ 2023 ; Conference date: 19-04-2023 Through 21-04-2023",

year = "2023",

language = "English",

series = "CEUR Workshop Proceedings",

publisher = "CEUR-WS.org",

editor = "{Nti Koranteng}, Felix and Nilufar Baghaei and {Burri Gram-Hansen}, Sandra",

booktitle = "Persuasive 2023 Adjunct Proceedings",

}

Zhang, C, Wang, S, Liefooghe, B, Spelt, H, Xu, J & IJsselsteijn, WA 2023, Using AI Methods for Health Behavior Change. in F Nti Koranteng, N Baghaei & S Burri Gram-Hansen (eds), Persuasive 2023 Adjunct Proceedings: 18th International Conference on Persuasive Technology, Adjunct Proceedings co-located with PERSUASIVE 2023, Eindhoven University of Technology, Eindhoven, The Netherlands, April 19th - 21st, 2023. CEUR Workshop Proceedings, vol. 3474, CEUR-WS.org, 18th International Conference on Persuasive Technology, Adjunct, PERSUASIVE-ADJ 2023, Eindhoven, Netherlands, 19/04/23. <https://ceur-ws.org/Vol-3474/preface4.pdf>

Using AI Methods for Health Behavior Change. / Zhang, Chao; Wang, Shihan; Liefooghe, Baptist et al.
Persuasive 2023 Adjunct Proceedings: 18th International Conference on Persuasive Technology, Adjunct Proceedings co-located with PERSUASIVE 2023, Eindhoven University of Technology, Eindhoven, The Netherlands, April 19th - 21st, 2023. ed. / Felix Nti Koranteng; Nilufar Baghaei; Sandra Burri Gram-Hansen. CEUR-WS.org, 2023. (CEUR Workshop Proceedings; Vol. 3474).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Wang, Shihan

AU - Liefooghe, Baptist

AU - Spelt, Hanne

AU - Xu, Jiaxin

AU - IJsselsteijn, Wijnand A.

PY - 2023

Y1 - 2023

N2 - Artificial intelligence (AI) has been applied to health behavior change research for over a decade. Current research programs include machine learning for delivering just-in-time adaptive interventions, computational modeling of behavior change processes, and the use of social AI for communication and persuasion. With new advances in AI, we propose an international workshop to bring together experts from all related disciplines to discuss and explore the potentials of AI for behavior change research. We discuss in this proposal the aims, planned activities, expected outcomes, and a promotion strategy for the workshop.

AB - Artificial intelligence (AI) has been applied to health behavior change research for over a decade. Current research programs include machine learning for delivering just-in-time adaptive interventions, computational modeling of behavior change processes, and the use of social AI for communication and persuasion. With new advances in AI, we propose an international workshop to bring together experts from all related disciplines to discuss and explore the potentials of AI for behavior change research. We discuss in this proposal the aims, planned activities, expected outcomes, and a promotion strategy for the workshop.

KW - Artificial Intelligence

KW - Behavior Change

KW - Digital Intervention

KW - Health Psychology

KW - Persuasive Technology

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M3 - Conference contribution

AN - SCOPUS:85173562078

T3 - CEUR Workshop Proceedings

BT - Persuasive 2023 Adjunct Proceedings

A2 - Nti Koranteng, Felix

A2 - Baghaei, Nilufar

A2 - Burri Gram-Hansen, Sandra

PB - CEUR-WS.org

T2 - 18th International Conference on Persuasive Technology, Adjunct, PERSUASIVE-ADJ 2023

Y2 - 19 April 2023 through 21 April 2023

ER -

Zhang C, Wang S, Liefooghe B, Spelt H, Xu J , IJsselsteijn WA. Using AI Methods for Health Behavior Change. In Nti Koranteng F, Baghaei N, Burri Gram-Hansen S, editors, Persuasive 2023 Adjunct Proceedings: 18th International Conference on Persuasive Technology, Adjunct Proceedings co-located with PERSUASIVE 2023, Eindhoven University of Technology, Eindhoven, The Netherlands, April 19th - 21st, 2023. CEUR-WS.org. 2023. (CEUR Workshop Proceedings).

Using AI Methods for Health Behavior Change

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Keywords

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