On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model

Sophie C.F. Hendrikse; Jan Treur; Tom F. Wilderjans; Suzanne Dikker; Sander L. Koole

doi:10.1007/978-3-031-08333-4_4

On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model

Sophie C.F. Hendrikse, Jan Treur^*, Tom F. Wilderjans, Suzanne Dikker, Sander L. Koole

^*Corresponding author for this work

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

Abstract

When people interact, their behaviour tends to become synchronised, a mutual coordination process that fosters short-term adaptations, like increased affiliation, and long-term adaptations, like increased bonding. This paper addresses for the first time how such short-term and long-term adaptivity induced by synchronisation can be modeled computationally by a second-order multi-adaptive neural agent model. This neural agent model addresses movement, affect and verbal modalities and both intrapersonal synchrony and interpersonal synchrony. The behaviour of the introduced neural agent model was evaluated in a simulation paradigm with different stimuli and communication enabling conditions. The outcomes illustrate how synchrony leads to stronger short-term affiliation which in turn leads to more synchrony and stronger long-term bonding, and conversely.

Original language	English
Title of host publication	Artificial Intelligence Applications and Innovations
Subtitle of host publication	18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Part I
Editors	Ilias Maglogiannis, Lazaros Iliadis, John Macintyre, Paulo Cortez
Publisher	Springer Science and Business Media Deutschland GmbH
Pages	37-57
Number of pages	21
Volume	1
ISBN (Electronic)	9783031083334
ISBN (Print)	9783031083327
DOIs	https://doi.org/10.1007/978-3-031-08333-4_4
Publication status	Published - 2022
Event	18th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2022 - Hersonissos, Greece Duration: 17 Jun 2022 → 20 Jun 2022

Publication series

Name	IFIP Advances in Information and Communication Technology
Volume	646 IFIP
ISSN (Print)	1868-4238
ISSN (Electronic)	1868-422X

Conference

Conference	18th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2022
Country/Territory	Greece
City	Hersonissos
Period	17/06/22 → 20/06/22

Bibliographical note

Publisher Copyright:
© 2022, IFIP International Federation for Information Processing.

Access to Document

10.1007/978-3-031-08333-4_4

https://www.researchgate.net/publication/359635368Licence: Unspecified

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Cite this

Hendrikse, S. C. F., Treur, J., Wilderjans, T. F., Dikker, S., & Koole, S. L. (2022). On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model. In I. Maglogiannis, L. Iliadis, J. Macintyre, & P. Cortez (Eds.), Artificial Intelligence Applications and Innovations: 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Part I (Vol. 1, pp. 37-57). (IFIP Advances in Information and Communication Technology; Vol. 646 IFIP). Springer Science and Business Media Deutschland GmbH. https://doi.org/10.1007/978-3-031-08333-4_4

Hendrikse, Sophie C.F. ; Treur, Jan ; Wilderjans, Tom F. et al. / On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding : A Second-Order Multi-adaptive Neural Agent Model. Artificial Intelligence Applications and Innovations: 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Part I. editor / Ilias Maglogiannis ; Lazaros Iliadis ; John Macintyre ; Paulo Cortez. Vol. 1 Springer Science and Business Media Deutschland GmbH, 2022. pp. 37-57 (IFIP Advances in Information and Communication Technology).

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abstract = "When people interact, their behaviour tends to become synchronised, a mutual coordination process that fosters short-term adaptations, like increased affiliation, and long-term adaptations, like increased bonding. This paper addresses for the first time how such short-term and long-term adaptivity induced by synchronisation can be modeled computationally by a second-order multi-adaptive neural agent model. This neural agent model addresses movement, affect and verbal modalities and both intrapersonal synchrony and interpersonal synchrony. The behaviour of the introduced neural agent model was evaluated in a simulation paradigm with different stimuli and communication enabling conditions. The outcomes illustrate how synchrony leads to stronger short-term affiliation which in turn leads to more synchrony and stronger long-term bonding, and conversely.",

author = "Hendrikse, {Sophie C.F.} and Jan Treur and Wilderjans, {Tom F.} and Suzanne Dikker and Koole, {Sander L.}",

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Hendrikse, SCF , Treur, J, Wilderjans, TF, Dikker, S & Koole, SL 2022, On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model. in I Maglogiannis, L Iliadis, J Macintyre & P Cortez (eds), Artificial Intelligence Applications and Innovations: 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Part I. vol. 1, IFIP Advances in Information and Communication Technology, vol. 646 IFIP, Springer Science and Business Media Deutschland GmbH, pp. 37-57, 18th IFIP WG 12.5 International Conference on Artificial Intelligence Applications and Innovations, AIAI 2022, Hersonissos, Greece, 17/06/22. https://doi.org/10.1007/978-3-031-08333-4_4

On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model. / Hendrikse, Sophie C.F.; Treur, Jan; Wilderjans, Tom F. et al.
Artificial Intelligence Applications and Innovations: 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Part I. ed. / Ilias Maglogiannis; Lazaros Iliadis; John Macintyre; Paulo Cortez. Vol. 1 Springer Science and Business Media Deutschland GmbH, 2022. p. 37-57 (IFIP Advances in Information and Communication Technology; Vol. 646 IFIP).

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

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Hendrikse SCF , Treur J, Wilderjans TF, Dikker S, Koole SL. On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model. In Maglogiannis I, Iliadis L, Macintyre J, Cortez P, editors, Artificial Intelligence Applications and Innovations: 18th IFIP WG 12.5 International Conference, AIAI 2022, Hersonissos, Crete, Greece, June 17–20, 2022, Proceedings, Part I. Vol. 1. Springer Science and Business Media Deutschland GmbH. 2022. p. 37-57. (IFIP Advances in Information and Communication Technology). Epub 2022 Jun 10. doi: 10.1007/978-3-031-08333-4_4

On the Interplay of Interpersonal Synchrony, Short-Term Affiliation and Long-Term Bonding: A Second-Order Multi-adaptive Neural Agent Model

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