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

Alex Italiaander; Jan Treur

doi: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

Alex Italiaander, Jan Treur^*

^*Corresponding author for this work

Computer Science

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

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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.

Original language	English
Title of host publication	PRIMA 2019: Principles and Practice of Multi-Agent Systems
Subtitle of host publication	22nd International Conference, Turin, Italy, October 28–31, 2019, Proceedings
Editors	Matteo Baldoni, Mehdi Dastani, Beishui Liao, Yuko Sakurai, Rym Zalila Wenkstern
Publisher	Springer
Pages	635-643
Number of pages	9
ISBN (Electronic)	9783030337926
ISBN (Print)	9783030337919
DOIs	https://doi.org/10.1007/978-3-030-33792-6_50
Publication status	Published - 2019
Event	22nd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2019 - Turin, Italy Duration: 28 Oct 2019 → 31 Oct 2019

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11873 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	22nd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2019
Country/Territory	Italy
City	Turin
Period	28/10/19 → 31/10/19

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10.1007/978-3-030-33792-6_50

Italiaander-Treur2019_Chapter_AnAdaptiveCognitiveAgentModelForDevelopmentFinal published version, 671 KBLicence: Article 25fa Dutch Copyright Act

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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, & 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11873 LNAI). Springer. Advance online publication. 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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

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.",

author = "Alex Italiaander and Jan Treur",

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doi = "10.1007/978-3-030-33792-6_50",

language = "English",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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booktitle = "PRIMA 2019: Principles and Practice of Multi-Agent Systems",

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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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11873 LNAI, Springer, pp. 635-643, 22nd International Conference on Principles and Practice of Multi-Agent Systems, PRIMA 2019, Turin, Italy, 28/10/19. 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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11873 LNAI).

Research output: Chapter in Book / Report / Conference proceeding › Conference contribution › Academic › peer-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 (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2019 Oct 21. doi: 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

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