An Adaptive Cognitive Agent Model for Development of a Hoarding Disorder and Recovery from it by Therapy

Alex Italiaander, Jan Treur

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

Abstract

In this paper, an adaptive cognitive agent model is presented that describes both the process of development of a hoarding disorder and recovery from it by therapy. The adaptive agent model was evaluated by simulation experiments and comparison of them with expected patterns known from the literature. Moreover, mathematical analysis was performed of the equilibria of the agent model and used to verify the model. The model can be the basis for a virtual agent model that may support a therapist in their training or in their professional life.
Original languageEnglish
Title of host publicationPRIMA 2019: Principles and Practice of Multi-Agent Systems
Subtitle of host publication22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings
EditorsMatteo Baldoni, Mehdi Dastani, Beishui Liao, Yuko Sakurai, Rym Zalila Wenkstern
PublisherSpringer
Pages635-643
Number of pages9
ISBN (Electronic)9783030337926
ISBN (Print)9783030337919
DOIs
Publication statusPublished - Oct 2019

Publication series

NameLecture Notes in Computer Science book series (LNCS)
Volume11873
NameLecture Notes in Artificial Intelligence book sub series (LNAI)
Volume11873

Fingerprint

Recovery
Experiments

Cite this

Italiaander, A., & Treur, J. (2019). An Adaptive Cognitive Agent Model for Development of a Hoarding Disorder and Recovery from it by Therapy. In M. Baldoni, M. Dastani, B. Liao, Y. Sakurai, & R. Z. Wenkstern (Eds.), PRIMA 2019: Principles and Practice of Multi-Agent Systems: 22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings (pp. 635-643). (Lecture Notes in Computer Science book series (LNCS); Vol. 11873), (Lecture Notes in Artificial Intelligence book sub series (LNAI); Vol. 11873). Springer. https://doi.org/10.1007/978-3-030-33792-6_50
Italiaander, Alex ; Treur, Jan. / An Adaptive Cognitive Agent Model for Development of a Hoarding Disorder and Recovery from it by Therapy. PRIMA 2019: Principles and Practice of Multi-Agent Systems: 22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings. editor / Matteo Baldoni ; Mehdi Dastani ; Beishui Liao ; Yuko Sakurai ; Rym Zalila Wenkstern. Springer, 2019. pp. 635-643 (Lecture Notes in Computer Science book series (LNCS)). (Lecture Notes in Artificial Intelligence book sub series (LNAI)).
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abstract = "In this paper, an adaptive cognitive agent model is presented that describes both the process of development of a hoarding disorder and recovery from it by therapy. The adaptive agent model was evaluated by simulation experiments and comparison of them with expected patterns known from the literature. Moreover, mathematical analysis was performed of the equilibria of the agent model and used to verify the model. The model can be the basis for a virtual agent model that may support a therapist in their training or in their professional life.",
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Italiaander, A & Treur, J 2019, An Adaptive Cognitive Agent Model for Development of a Hoarding Disorder and Recovery from it by Therapy. in M Baldoni, M Dastani, B Liao, Y Sakurai & RZ Wenkstern (eds), PRIMA 2019: Principles and Practice of Multi-Agent Systems: 22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings. Lecture Notes in Computer Science book series (LNCS), vol. 11873, Lecture Notes in Artificial Intelligence book sub series (LNAI), vol. 11873, Springer, pp. 635-643. https://doi.org/10.1007/978-3-030-33792-6_50

An Adaptive Cognitive Agent Model for Development of a Hoarding Disorder and Recovery from it by Therapy. / Italiaander, Alex; Treur, Jan.

PRIMA 2019: Principles and Practice of Multi-Agent Systems: 22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings. ed. / Matteo Baldoni; Mehdi Dastani; Beishui Liao; Yuko Sakurai; Rym Zalila Wenkstern. Springer, 2019. p. 635-643 (Lecture Notes in Computer Science book series (LNCS); Vol. 11873), (Lecture Notes in Artificial Intelligence book sub series (LNAI); Vol. 11873).

Research output: Chapter in Book / Report / Conference proceedingConference contributionAcademicpeer-review

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Italiaander A, Treur J. An Adaptive Cognitive Agent Model for Development of a Hoarding Disorder and Recovery from it by Therapy. In Baldoni M, Dastani M, Liao B, Sakurai Y, Wenkstern RZ, editors, PRIMA 2019: Principles and Practice of Multi-Agent Systems: 22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings. Springer. 2019. p. 635-643. (Lecture Notes in Computer Science book series (LNCS)). (Lecture Notes in Artificial Intelligence book sub series (LNAI)). https://doi.org/10.1007/978-3-030-33792-6_50