A computational network model for the effects of certain types of dementia on social functioning

Charlotte Commu; Jan Treur; Annemieke Dols; Yolande A.L. Pijnenburg

doi:https://doi.org/10.1007/978-3-319-98443-8_12

A computational network model for the effects of certain types of dementia on social functioning

Charlotte Commu, Jan Treur, Annemieke Dols, Yolande A.L. Pijnenburg

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

1 Citation (Scopus)

Abstract

This paper introduces a temporal-causal network model that describes the recognition of emotions shown by others. The model can show both normal functioning and cases of dysfunctioning, such as can be the case for persons with certain types of dementia. Simulations have been performed to test the model in both these types of behaviours. A mathematical analysis was done which gave evidence that the model as implemented does what it is meant to do. The model can be applied to obtain a virtual patient model to study the way in which recognition of emotions can deviate for certain types of persons.

Original language	English
Title of host publication	Computational Collective Intelligence
Subtitle of host publication	10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part I
Editors	Ngoc Thanh Nguyen, Elias Pimenidis, Zaheer Khan, Bogdan Trawinski
Publisher	Springer/Verlag
Pages	119-133
Number of pages	15
Volume	1
ISBN (Electronic)	9783319984438
ISBN (Print)	9783319984421
DOIs	https://doi.org/10.1007/978-3-319-98443-8_12
Publication status	Published - 2018
Event	10th International Conference on Computational Collective Intelligence, ICCCI 2018 - Bristol, United Kingdom Duration: 5 Sept 2018 → 7 Sept 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11055 LNAI

Conference

Conference	10th International Conference on Computational Collective Intelligence, ICCCI 2018
Country/Territory	United Kingdom
City	Bristol
Period	5/09/2018 → 7/09/2018

UN SDGs

This output contributes to the following UN Sustainable Development Goals (SDGs)

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https://doi.org/10.1007/978-3-319-98443-8_12

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Commu, C., Treur, J., Dols, A., & Pijnenburg, Y. A. L. (2018). A computational network model for the effects of certain types of dementia on social functioning. In N. T. Nguyen, E. Pimenidis, Z. Khan, & B. Trawinski (Eds.), Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part I (Vol. 1, pp. 119-133). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11055 LNAI). Springer/Verlag. https://doi.org/10.1007/978-3-319-98443-8_12

Commu, Charlotte ; Treur, Jan ; Dols, Annemieke et al. / A computational network model for the effects of certain types of dementia on social functioning. Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part I. editor / Ngoc Thanh Nguyen ; Elias Pimenidis ; Zaheer Khan ; Bogdan Trawinski. Vol. 1 Springer/Verlag, 2018. pp. 119-133 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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abstract = "This paper introduces a temporal-causal network model that describes the recognition of emotions shown by others. The model can show both normal functioning and cases of dysfunctioning, such as can be the case for persons with certain types of dementia. Simulations have been performed to test the model in both these types of behaviours. A mathematical analysis was done which gave evidence that the model as implemented does what it is meant to do. The model can be applied to obtain a virtual patient model to study the way in which recognition of emotions can deviate for certain types of persons.",

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Commu, C, Treur, J, Dols, A & Pijnenburg, YAL 2018, A computational network model for the effects of certain types of dementia on social functioning. in NT Nguyen, E Pimenidis, Z Khan & B Trawinski (eds), Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part I. vol. 1, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11055 LNAI, Springer/Verlag, pp. 119-133, 10th International Conference on Computational Collective Intelligence, ICCCI 2018, Bristol, United Kingdom, 5/09/2018. https://doi.org/10.1007/978-3-319-98443-8_12

A computational network model for the effects of certain types of dementia on social functioning. / Commu, Charlotte; Treur, Jan; Dols, Annemieke et al.
Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part I. ed. / Ngoc Thanh Nguyen; Elias Pimenidis; Zaheer Khan; Bogdan Trawinski. Vol. 1 Springer/Verlag, 2018. p. 119-133 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11055 LNAI).

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

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Commu C, Treur J, Dols A , Pijnenburg YAL. A computational network model for the effects of certain types of dementia on social functioning. In Nguyen NT, Pimenidis E, Khan Z, Trawinski B, editors, Computational Collective Intelligence: 10th International Conference, ICCCI 2018, Bristol, UK, September 5-7, 2018, Proceedings, Part I. Vol. 1. Springer/Verlag. 2018. p. 119-133. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). Epub 2018 Aug 8. doi: https://doi.org/10.1007/978-3-319-98443-8_12

A computational network model for the effects of certain types of dementia on social functioning

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