A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being

Piek Vossen; Selene Báez Santamaría; Thomas Baier

doi:10.3233/FAIA240204

A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being

Piek Vossen^*, Selene Báez Santamaría, Thomas Baier

^*Corresponding author for this work

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

Abstract

We describe a Hybrid Intelligence agent that constructs a personal diary through conversation. The diary is represented in an episodic Knowledge Graph as a timeline of events, where the communication is driven by the information need of the agent. We argue that such a structured diary provides valuable information to contextualize physical, social and mental functioning and well-being for medical research and monitoring. We provide details on the formal model and implementation and demonstrate the communication by our first baseline agent. Our code is available under the MIT license on GitHub: https://github.com/leolani/ cltl-diary-parent.

Original language	English
Title of host publication	HHAI 2024: Hybrid Human AI Systems for the Social Good
Subtitle of host publication	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 Press BV
Pages	315-324
Number of pages	10
ISBN (Electronic)	9781643685229
DOIs	https://doi.org/10.3233/FAIA240204
Publication status	Published - 2024
Event	3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024 - Hybrid, Malmo, Sweden Duration: 10 Jun 2024 → 14 Jun 2024

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
Country/Territory	Sweden
City	Hybrid, Malmo
Period	10/06/24 → 14/06/24

Bibliographical note

Publisher Copyright:
© 2024 The Authors.

Funding

Funders	Funder number
Nederlandse Organisatie voor Wetenschappelijk Onderzoek	SPI 63-260
Hybrid Intelligence Centre	024.004.022

Keywords

conversational agent
health
monitoring
timeline reconstruction

Access to Document

10.3233/FAIA240204Licence: CC BY-NC

Persistent URL (handle)

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Vossen, P., Báez Santamaría, S., & Baier, T. (2024). A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being. 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. 315-324). (Frontiers in Artificial Intelligence and Applications; Vol. 386). IOS Press BV. https://doi.org/10.3233/FAIA240204

Vossen, Piek ; Báez Santamaría, Selene ; Baier, Thomas. / A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being. 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 Press BV, 2024. pp. 315-324 (Frontiers in Artificial Intelligence and Applications).

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abstract = "We describe a Hybrid Intelligence agent that constructs a personal diary through conversation. The diary is represented in an episodic Knowledge Graph as a timeline of events, where the communication is driven by the information need of the agent. We argue that such a structured diary provides valuable information to contextualize physical, social and mental functioning and well-being for medical research and monitoring. We provide details on the formal model and implementation and demonstrate the communication by our first baseline agent. Our code is available under the MIT license on GitHub: https://github.com/leolani/ cltl-diary-parent.",

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author = "Piek Vossen and \{B{\'a}ez Santamar{\'i}a\}, Selene and Thomas Baier",

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

year = "2024",

doi = "10.3233/FAIA240204",

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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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Vossen, P, Báez Santamaría, S & Baier, T 2024, A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being. 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 Press BV, pp. 315-324, 3rd International Conference on Hybrid Human-Artificial Intelligence, HHAI 2024, Hybrid, Malmo, Sweden, 10/06/24. https://doi.org/10.3233/FAIA240204

A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being. / Vossen, Piek; Báez Santamaría, Selene; Baier, Thomas.
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 Press BV, 2024. p. 315-324 (Frontiers in Artificial Intelligence and Applications; Vol. 386).

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

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AU - Báez Santamaría, Selene

AU - Baier, Thomas

PY - 2024

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N2 - We describe a Hybrid Intelligence agent that constructs a personal diary through conversation. The diary is represented in an episodic Knowledge Graph as a timeline of events, where the communication is driven by the information need of the agent. We argue that such a structured diary provides valuable information to contextualize physical, social and mental functioning and well-being for medical research and monitoring. We provide details on the formal model and implementation and demonstrate the communication by our first baseline agent. Our code is available under the MIT license on GitHub: https://github.com/leolani/ cltl-diary-parent.

AB - We describe a Hybrid Intelligence agent that constructs a personal diary through conversation. The diary is represented in an episodic Knowledge Graph as a timeline of events, where the communication is driven by the information need of the agent. We argue that such a structured diary provides valuable information to contextualize physical, social and mental functioning and well-being for medical research and monitoring. We provide details on the formal model and implementation and demonstrate the communication by our first baseline agent. Our code is available under the MIT license on GitHub: https://github.com/leolani/ cltl-diary-parent.

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KW - health

KW - monitoring

KW - timeline reconstruction

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Vossen P, Báez Santamaría S, Baier T. A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being. 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 Press BV. 2024. p. 315-324. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/FAIA240204

A Conversational Agent for Structured Diary Construction Enabling Monitoring of Functioning & Well-Being

Abstract

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Keywords

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