Memory effect in expressed emotions during long term group interactions

R. Gorbunov; E.I. Barakova; M. Rauterberg

doi:10.1007/978-3-319-59740-9_25

Memory effect in expressed emotions during long term group interactions

R. Gorbunov, E.I. Barakova, M. Rauterberg

Industrial Design

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

2 Citations (Scopus)

Abstract

Long-term interactions in groups can be monitored through games in which the participants need to show their social preferences by making choice to help or to use egoistic game strategy. In this paper we analyse the facial expressions of a group of isolated individuals (astronauts) during repeated interactions in subsequent encounters in a game. The astronauts were taking part in the Mars-500 isolation experiment and their relations were influenced by the everyday interaction in this untypical environment, and monitored through the cooperative game. We analysed different statistical properties of the recorded emotional facial expressions of the astronauts, where emotions were determined by the FaceReader software. We found that there is a memory effect between the collective emotional expressions corresponding to subsequent experiments, separated by two weeks time period. This dependance suggest that it is possible to predict the development of interpersonal relations in groups of isolated individuals. In a broader perspective, this finding can inform the design of long-term interaction behavior of artificial agents.

Original language	English
Title of host publication	Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings
Editors	J.M. Ferrández Vicente, J.R. Álvarez-Sánchez , F. de la Paz López , J. Toledo Moreo, H. Adeli
Publisher	Springer
Pages	254-264
Number of pages	11
ISBN (Print)	9783319597393
DOIs	https://doi.org/10.1007/978-3-319-59740-9_25
Publication status	Published - 2017
Event	7th International Work-Conference on the Interplay Between Natural and Artificial Computation,(IWINAC2017), 19-23 June 2017, Corunna, Spain - Corunna, Spain Duration: 19 Jun 2017 → 23 Jun 2017 http://www.iwinac.org/iwinac2017/

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10337 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	7th International Work-Conference on the Interplay Between Natural and Artificial Computation,(IWINAC2017), 19-23 June 2017, Corunna, Spain
Abbreviated title	IWINAC2017
Country/Territory	Spain
City	Corunna
Period	19/06/17 → 23/06/17
Internet address	http://www.iwinac.org/iwinac2017/

Access to Document

10.1007/978-3-319-59740-9_25

Cite this

Gorbunov, R., Barakova, E. I., & Rauterberg, M. (2017). Memory effect in expressed emotions during long term group interactions. In J. M. Ferrández Vicente, J. R. Álvarez-Sánchez , F. de la Paz López , J. Toledo Moreo, & H. Adeli (Eds.), Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings (pp. 254-264). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10337 LNCS). Springer. https://doi.org/10.1007/978-3-319-59740-9_25

Gorbunov, R. ; Barakova, E.I. ; Rauterberg, M. / Memory effect in expressed emotions during long term group interactions. Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings. editor / J.M. Ferrández Vicente ; J.R. Álvarez-Sánchez ; F. de la Paz López ; J. Toledo Moreo ; H. Adeli. Springer, 2017. pp. 254-264 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "Long-term interactions in groups can be monitored through games in which the participants need to show their social preferences by making choice to help or to use egoistic game strategy. In this paper we analyse the facial expressions of a group of isolated individuals (astronauts) during repeated interactions in subsequent encounters in a game. The astronauts were taking part in the Mars-500 isolation experiment and their relations were influenced by the everyday interaction in this untypical environment, and monitored through the cooperative game. We analysed different statistical properties of the recorded emotional facial expressions of the astronauts, where emotions were determined by the FaceReader software. We found that there is a memory effect between the collective emotional expressions corresponding to subsequent experiments, separated by two weeks time period. This dependance suggest that it is possible to predict the development of interpersonal relations in groups of isolated individuals. In a broader perspective, this finding can inform the design of long-term interaction behavior of artificial agents.",

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Gorbunov, R, Barakova, EI & Rauterberg, M 2017, Memory effect in expressed emotions during long term group interactions. in JM Ferrández Vicente, JR Álvarez-Sánchez , F de la Paz López , J Toledo Moreo & H Adeli (eds), Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10337 LNCS, Springer, pp. 254-264, 7th International Work-Conference on the Interplay Between Natural and Artificial Computation,(IWINAC2017), 19-23 June 2017, Corunna, Spain, Corunna, Spain, 19/06/17. https://doi.org/10.1007/978-3-319-59740-9_25

Memory effect in expressed emotions during long term group interactions. / Gorbunov, R.; Barakova, E.I.; Rauterberg, M.
Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings. ed. / J.M. Ferrández Vicente; J.R. Álvarez-Sánchez ; F. de la Paz López ; J. Toledo Moreo; H. Adeli. Springer, 2017. p. 254-264 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10337 LNCS).

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

TY - GEN

T1 - Memory effect in expressed emotions during long term group interactions

AU - Gorbunov, R.

AU - Barakova, E.I.

AU - Rauterberg, M.

PY - 2017

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N2 - Long-term interactions in groups can be monitored through games in which the participants need to show their social preferences by making choice to help or to use egoistic game strategy. In this paper we analyse the facial expressions of a group of isolated individuals (astronauts) during repeated interactions in subsequent encounters in a game. The astronauts were taking part in the Mars-500 isolation experiment and their relations were influenced by the everyday interaction in this untypical environment, and monitored through the cooperative game. We analysed different statistical properties of the recorded emotional facial expressions of the astronauts, where emotions were determined by the FaceReader software. We found that there is a memory effect between the collective emotional expressions corresponding to subsequent experiments, separated by two weeks time period. This dependance suggest that it is possible to predict the development of interpersonal relations in groups of isolated individuals. In a broader perspective, this finding can inform the design of long-term interaction behavior of artificial agents.

AB - Long-term interactions in groups can be monitored through games in which the participants need to show their social preferences by making choice to help or to use egoistic game strategy. In this paper we analyse the facial expressions of a group of isolated individuals (astronauts) during repeated interactions in subsequent encounters in a game. The astronauts were taking part in the Mars-500 isolation experiment and their relations were influenced by the everyday interaction in this untypical environment, and monitored through the cooperative game. We analysed different statistical properties of the recorded emotional facial expressions of the astronauts, where emotions were determined by the FaceReader software. We found that there is a memory effect between the collective emotional expressions corresponding to subsequent experiments, separated by two weeks time period. This dependance suggest that it is possible to predict the development of interpersonal relations in groups of isolated individuals. In a broader perspective, this finding can inform the design of long-term interaction behavior of artificial agents.

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T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

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EP - 264

BT - Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings

A2 - Ferrández Vicente, J.M.

A2 - Álvarez-Sánchez , J.R.

A2 - de la Paz López , F.

A2 - Toledo Moreo, J.

A2 - Adeli, H.

PB - Springer

T2 - 7th International Work-Conference on the Interplay Between Natural and Artificial Computation,(IWINAC2017), 19-23 June 2017, Corunna, Spain

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Gorbunov R, Barakova EI , Rauterberg M. Memory effect in expressed emotions during long term group interactions. In Ferrández Vicente JM, Álvarez-Sánchez JR, de la Paz López F, Toledo Moreo J, Adeli H, editors, Natural and Artificial Computation for Biomedicine and Neuroscience - International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2017, Proceedings. Springer. 2017. p. 254-264. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-319-59740-9_25

Memory effect in expressed emotions during long term group interactions

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