Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning

Pei-Yu Chen; Selene Baez Santamaria; Maaike H.T. de Boer; Floris den Hengst; Bart A. Kamphorst; Quirine Smit; Shihan Wang; Johanna Wolff

doi:10.3233/FAIA240223

Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning

Pei-Yu Chen^*, Selene Baez Santamaria, Maaike H.T. de Boer, Floris den Hengst, Bart A. Kamphorst, Quirine Smit, Shihan Wang, Johanna Wolff

^*Corresponding author for this work

Postdoc Directie - LAW

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

Abstract

Behavior change support systems need to take into account individual needs and preferences to provide appropriate support. In this demonstration, we illustrate how this might be achieved through the explicit modeling of user characteristics within knowledge graphs (KG), captured in a dialogue between the system and the user. We demonstrate how up-to-date information enables reasoning for providing personalized support.

Original language	English
Title of host publication	HHAI 2024: Hybrid Human AI Systems for the Social Good
Subtitle of host publication	Proceedings of the Third International Conference on Hybrid Human-Artificial Intelligence
Editors	F. Lorig, J. Tucker, A. Dahlgren Lindström, F. Dignum, P. Murukannaiah, A. Theodorou, P. Yolum
Publisher	IOS Press
Pages	457-459
ISBN (Electronic)	9781643685229
DOIs	https://doi.org/10.3233/FAIA240223
Publication status	Published - 5 Jun 2024

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Volume	386
ISSN (Print)	0922-6389
ISSN (Electronic)	1879-8314

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10.3233/FAIA240223Licence: CC BY

https://edepot.wur.nl/662549Licence: CC BY

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Chen, P.-Y., Baez Santamaria, S., de Boer, M. H. T., den Hengst, F., Kamphorst, B. A., Smit, Q., Wang, S., & Wolff, J. (2024). Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning. In F. Lorig, J. Tucker, A. Dahlgren Lindström, F. Dignum, P. Murukannaiah, A. Theodorou, & P. Yolum (Eds.), HHAI 2024: Hybrid Human AI Systems for the Social Good: Proceedings of the Third International Conference on Hybrid Human-Artificial Intelligence (pp. 457-459). (Frontiers in Artificial Intelligence and Applications; Vol. 386). IOS Press. https://doi.org/10.3233/FAIA240223

Chen, Pei-Yu ; Baez Santamaria, Selene ; de Boer, Maaike H.T. et al. / Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning. HHAI 2024: Hybrid Human AI Systems for the Social Good: Proceedings of the Third International Conference on Hybrid Human-Artificial Intelligence. editor / F. Lorig ; J. Tucker ; A. Dahlgren Lindström ; F. Dignum ; P. Murukannaiah ; A. Theodorou ; P. Yolum. IOS Press, 2024. pp. 457-459 (Frontiers in Artificial Intelligence and Applications).

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title = "Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning",

abstract = "Behavior change support systems need to take into account individual needs and preferences to provide appropriate support. In this demonstration, we illustrate how this might be achieved through the explicit modeling of user characteristics within knowledge graphs (KG), captured in a dialogue between the system and the user. We demonstrate how up-to-date information enables reasoning for providing personalized support.",

author = "Pei-Yu Chen and {Baez Santamaria}, Selene and {de Boer}, {Maaike H.T.} and {den Hengst}, Floris and Kamphorst, {Bart A.} and Quirine Smit and Shihan Wang and Johanna Wolff",

year = "2024",

month = jun,

day = "5",

doi = "10.3233/FAIA240223",

language = "English",

series = "Frontiers in Artificial Intelligence and Applications",

publisher = "IOS Press",

pages = "457--459",

editor = "F. Lorig and J. Tucker and {Dahlgren Lindstr{\"o}m}, A. and F. Dignum and P. Murukannaiah and A. Theodorou and P. Yolum",

booktitle = "HHAI 2024: Hybrid Human AI Systems for the Social Good",

address = "Netherlands",

}

Chen, P-Y, Baez Santamaria, S, de Boer, MHT, den Hengst, F, Kamphorst, BA, Smit, Q, Wang, S & Wolff, J 2024, Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning. in F Lorig, J Tucker, A Dahlgren Lindström, F Dignum, P Murukannaiah, A Theodorou & P Yolum (eds), HHAI 2024: Hybrid Human AI Systems for the Social Good: Proceedings of the Third International Conference on Hybrid Human-Artificial Intelligence. Frontiers in Artificial Intelligence and Applications, vol. 386, IOS Press, pp. 457-459. https://doi.org/10.3233/FAIA240223

Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning. / Chen, Pei-Yu; Baez Santamaria, Selene; de Boer, Maaike H.T. et al.
HHAI 2024: Hybrid Human AI Systems for the Social Good: Proceedings of the Third International Conference on Hybrid Human-Artificial Intelligence. ed. / F. Lorig; J. Tucker; A. Dahlgren Lindström; F. Dignum; P. Murukannaiah; A. Theodorou; P. Yolum. IOS Press, 2024. p. 457-459 (Frontiers in Artificial Intelligence and Applications; Vol. 386).

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

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T1 - Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning

AU - Chen, Pei-Yu

AU - Baez Santamaria, Selene

AU - de Boer, Maaike H.T.

AU - den Hengst, Floris

AU - Kamphorst, Bart A.

AU - Smit, Quirine

AU - Wang, Shihan

AU - Wolff, Johanna

PY - 2024/6/5

Y1 - 2024/6/5

N2 - Behavior change support systems need to take into account individual needs and preferences to provide appropriate support. In this demonstration, we illustrate how this might be achieved through the explicit modeling of user characteristics within knowledge graphs (KG), captured in a dialogue between the system and the user. We demonstrate how up-to-date information enables reasoning for providing personalized support.

AB - Behavior change support systems need to take into account individual needs and preferences to provide appropriate support. In this demonstration, we illustrate how this might be achieved through the explicit modeling of user characteristics within knowledge graphs (KG), captured in a dialogue between the system and the user. We demonstrate how up-to-date information enables reasoning for providing personalized support.

U2 - 10.3233/FAIA240223

DO - 10.3233/FAIA240223

M3 - Chapter

T3 - Frontiers in Artificial Intelligence and Applications

SP - 457

EP - 459

BT - HHAI 2024: Hybrid Human AI Systems for the Social Good

A2 - Lorig, F.

A2 - Tucker, J.

A2 - Dahlgren Lindström, A.

A2 - Dignum, F.

A2 - Murukannaiah, P.

A2 - Theodorou, A.

A2 - Yolum, P.

PB - IOS Press

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Chen PY, Baez Santamaria S, de Boer MHT, den Hengst F, Kamphorst BA, Smit Q et al. Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning. In Lorig F, Tucker J, Dahlgren Lindström A, Dignum F, Murukannaiah P, Theodorou A, Yolum P, editors, HHAI 2024: Hybrid Human AI Systems for the Social Good: Proceedings of the Third International Conference on Hybrid Human-Artificial Intelligence. IOS Press. 2024. p. 457-459. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/FAIA240223

Intelligent Support Systems for Lifestyle Change: Integrating Dialogue, Information Extraction, and Reasoning

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