The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action: An Adaptive Network Model

Yelyzaveta Mukeriia; Jan Treur; Sophie Hendrikse

doi:10.1007/978-3-031-99968-0_8

The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action: An Adaptive Network Model

Yelyzaveta Mukeriia
, Jan Treur^*
, Sophie Hendrikse

^*Corresponding author for this work

Artificial Intelligence

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

Abstract

This chapter presents an adaptive network model in the context of joint action and social bonding. Exploration of mechanisms for mental and social network models are presented, specifically focusing on adaptation by bonding based on homophily and Hebbian learning during joint rhythmic action. The chapter provides a comprehensive explanation of these concepts and their role in controlled adaptation within illustrative scenarios.

Original language	English
Title of host publication	New Analysis and Modeling Directions in Social Interaction Science
Subtitle of host publication	Emergent Multimodal Interpersonal Synchrony, Affiliation, and Bonding
Editors	Sophie C.F. Hendrikse, Jan Treur, Sander L. Koole
Publisher	Springer Nature Switzerland AG
Pages	193-207
Number of pages	15
ISBN (Electronic)	9783031999680
ISBN (Print)	9783031999673, 9783031999703
DOIs	https://doi.org/10.1007/978-3-031-99968-0_8
Publication status	Published - 2025

Publication series

Name	Studies in Systems, Decision and Control
Publisher	Springer
Volume	614
ISSN (Print)	2198-4182
ISSN (Electronic)	2198-4190

Bibliographical note

Online published: 2 January 2026.

Publisher Copyright:
© The Author(s), under exclusive license to Springer Nature Switzerland AG 2025.

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10.1007/978-3-031-99968-0_8

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Mukeriia, Y., Treur, J., & Hendrikse, S. (2025). The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action: An Adaptive Network Model. In S. C. F. Hendrikse, J. Treur, & S. L. Koole (Eds.), New Analysis and Modeling Directions in Social Interaction Science: Emergent Multimodal Interpersonal Synchrony, Affiliation, and Bonding (pp. 193-207). (Studies in Systems, Decision and Control; Vol. 614). Springer Nature Switzerland AG. https://doi.org/10.1007/978-3-031-99968-0_8

Mukeriia, Yelyzaveta ; Treur, Jan ; Hendrikse, Sophie. / The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action : An Adaptive Network Model. New Analysis and Modeling Directions in Social Interaction Science: Emergent Multimodal Interpersonal Synchrony, Affiliation, and Bonding. editor / Sophie C.F. Hendrikse ; Jan Treur ; Sander L. Koole. Springer Nature Switzerland AG, 2025. pp. 193-207 (Studies in Systems, Decision and Control).

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author = "Yelyzaveta Mukeriia and Jan Treur and Sophie Hendrikse",

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Mukeriia, Y, Treur, J & Hendrikse, S 2025, The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action: An Adaptive Network Model. in SCF Hendrikse, J Treur & SL Koole (eds), New Analysis and Modeling Directions in Social Interaction Science: Emergent Multimodal Interpersonal Synchrony, Affiliation, and Bonding. Studies in Systems, Decision and Control, vol. 614, Springer Nature Switzerland AG, pp. 193-207. https://doi.org/10.1007/978-3-031-99968-0_8

The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action: An Adaptive Network Model. / Mukeriia, Yelyzaveta; Treur, Jan; Hendrikse, Sophie.
New Analysis and Modeling Directions in Social Interaction Science: Emergent Multimodal Interpersonal Synchrony, Affiliation, and Bonding. ed. / Sophie C.F. Hendrikse; Jan Treur; Sander L. Koole. Springer Nature Switzerland AG, 2025. p. 193-207 (Studies in Systems, Decision and Control; Vol. 614).

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

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Mukeriia Y, Treur J, Hendrikse S. The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action: An Adaptive Network Model. In Hendrikse SCF, Treur J, Koole SL, editors, New Analysis and Modeling Directions in Social Interaction Science: Emergent Multimodal Interpersonal Synchrony, Affiliation, and Bonding. Springer Nature Switzerland AG. 2025. p. 193-207. (Studies in Systems, Decision and Control). doi: 10.1007/978-3-031-99968-0_8

The Interplay of Bonding Based on Subjective Homophily and Learning During a Varied Rhythmic Action: An Adaptive Network Model

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