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

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › 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
Subtitle of host publication	Hybrid Human AI Systems for the Social Good - Proceedings of the 3rd International Conference on Hybrid Human-Artificial Intelligence
Editors	Fabian Lorig, Jason Tucker, Adam Dahlgren Lindstrom, Frank Dignum, Pradeep Murukannaiah, Andreas Theodorou, Pinar Yolum
Publisher	IOS
Pages	457-459
Number of pages	3
ISBN (Electronic)	978-1-64368-522-9
DOIs	https://doi.org/10.3233/FAIA240223
Publication status	Published - 5 Jun 2024
Event	3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024 - Hybrid, Malmo, Sweden Duration: 10 Jun 2024 → 14 Jun 2024 Conference number: 3

Publication series

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

Conference

Conference	3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024
Abbreviated title	HHAI 2024
Country/Territory	Sweden
City	Hybrid, Malmo
Period	10/06/24 → 14/06/24

Keywords

Behavior support system
Dialogue
Knowledge graphs
Reasoning

Access to Document

10.3233/FAIA240223Licence: CC BY-NC

Cite this

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. D. Lindstrom, F. Dignum, P. Murukannaiah, A. Theodorou, & P. Yolum (Eds.), HHAI 2024: Hybrid Human AI Systems for the Social Good - Proceedings of the 3rd International Conference on Hybrid Human-Artificial Intelligence (pp. 457-459). (Frontiers in Artificial Intelligence and Applications; Vol. 386). IOS. 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 3rd International Conference on Hybrid Human-Artificial Intelligence. editor / Fabian Lorig ; Jason Tucker ; Adam Dahlgren Lindstrom ; Frank Dignum ; Pradeep Murukannaiah ; Andreas Theodorou ; Pinar Yolum. IOS, 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.",

keywords = "Behavior support system, Dialogue, Knowledge graphs, Reasoning",

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",

note = "Publisher Copyright: {\textcopyright} 2024 The Authors.; 3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024, HHAI 2024 ; Conference date: 10-06-2024 Through 14-06-2024",

year = "2024",

month = jun,

day = "5",

doi = "10.3233/FAIA240223",

language = "English",

series = "Frontiers in Artificial Intelligence and Applications",

publisher = "IOS",

pages = "457--459",

editor = "Fabian Lorig and Jason Tucker and Lindstrom, {Adam Dahlgren} and Frank Dignum and Pradeep Murukannaiah and Andreas Theodorou and Pinar Yolum",

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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, AD Lindstrom, F Dignum, P Murukannaiah, A Theodorou & P Yolum (eds), HHAI 2024: Hybrid Human AI Systems for the Social Good - Proceedings of the 3rd International Conference on Hybrid Human-Artificial Intelligence. Frontiers in Artificial Intelligence and Applications, vol. 386, IOS, pp. 457-459, 3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024, Hybrid, Malmo, Sweden, 10/06/24. 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 3rd International Conference on Hybrid Human-Artificial Intelligence. ed. / Fabian Lorig; Jason Tucker; Adam Dahlgren Lindstrom; Frank Dignum; Pradeep Murukannaiah; Andreas Theodorou; Pinar Yolum. IOS, 2024. p. 457-459 (Frontiers in Artificial Intelligence and Applications; Vol. 386).

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

TY - GEN

T1 - Intelligent Support Systems for Lifestyle Change

T2 - 3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024

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

N1 - Conference code: 3

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.

KW - Behavior support system

KW - Dialogue

KW - Knowledge graphs

KW - Reasoning

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U2 - 10.3233/FAIA240223

DO - 10.3233/FAIA240223

M3 - Conference contribution

T3 - Frontiers in Artificial Intelligence and Applications

SP - 457

EP - 459

BT - HHAI 2024

A2 - Lorig, Fabian

A2 - Tucker, Jason

A2 - Lindstrom, Adam Dahlgren

A2 - Dignum, Frank

A2 - Murukannaiah, Pradeep

A2 - Theodorou, Andreas

A2 - Yolum, Pinar

PB - IOS

Y2 - 10 June 2024 through 14 June 2024

ER -

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, Lindstrom AD, Dignum F, Murukannaiah P, Theodorou A, Yolum P, editors, HHAI 2024: Hybrid Human AI Systems for the Social Good - Proceedings of the 3rd International Conference on Hybrid Human-Artificial Intelligence. IOS. 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

Abstract

Publication series

Conference

Keywords

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3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024

Cite this

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

Abstract

Publication series

Conference

Keywords

Access to Document

Other files and links

Fingerprint

Activities

3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024

Cite this