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 › Scientific › 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
Publisher	Springer Cham
Pages	37-57
Number of pages	21
ISBN (Electronic)	9783031083334
ISBN (Print)	9783031083327
DOIs	https://doi.org/10.1007/978-3-031-08333-4_4
Publication status	Published - 10 Jun 2022
Externally published	Yes
Event	18th IFIP international conference on artificial intelligence applications and innovations - , Greece Duration: 17 Jun 2022 → 20 Jun 2022 Conference number: 18

Publication series

Name	IFIP advances in information and communication technology
Publisher	Springer
Volume	646
ISSN (Print)	1868-4238
ISSN (Electronic)	1868-422X

Conference

Conference	18th IFIP international conference on artificial intelligence applications and innovations
Country/Territory	Greece
Period	17/06/22 → 20/06/22

Access to Document

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

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 Artificial intelligence applications and innovations (pp. 37-57). (IFIP advances in information and communication technology; Vol. 646). Springer Cham. https://doi.org/10.1007/978-3-031-08333-4_4

@inproceedings{bbb179eff6254e759139686bc9391ed8,

title = "On the interplay of interpersonal synchrony, short-term affiliation and long-term bonding: A second-order multi-adaptive neural agent model",

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.\}",

year = "2022",

month = jun,

day = "10",

doi = "10.1007/978-3-031-08333-4\_4",

language = "English",

isbn = "9783031083327",

series = "IFIP advances in information and communication technology",

publisher = "Springer Cham",

pages = "37--57",

booktitle = "Artificial intelligence applications and innovations",

note = "18th IFIP international conference on artificial intelligence applications and innovations ; Conference date: 17-06-2022 Through 20-06-2022",

}

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 Artificial intelligence applications and innovations. IFIP advances in information and communication technology, vol. 646, Springer Cham, pp. 37-57, 18th IFIP international conference on artificial intelligence applications and innovations, 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. Springer Cham, 2022. p. 37-57 (IFIP advances in information and communication technology; Vol. 646).

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

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T1 - On the interplay of interpersonal synchrony, short-term affiliation and long-term bonding

T2 - 18th IFIP international conference on artificial intelligence applications and innovations

AU - Hendrikse, Sophie C.F.

AU - Treur, Jan

AU - Wilderjans, Tom F.

AU - Dikker, Suzanne

AU - Koole, Sander L.

N1 - Conference code: 18

PY - 2022/6/10

Y1 - 2022/6/10

N2 - 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.

AB - 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.

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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 Artificial intelligence applications and innovations. Springer Cham. 2022. p. 37-57. (IFIP advances in information and communication technology). 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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