A System Dynamics and Agent-Based Approach to Model Emotions in Collaborative Networks

Abstract : A good amount of research within the last few decades has been focusing on computational models of emotion and the relationships they have with human emotional processes and how they affect the surrounding environments. The study of emotions is interdisciplinary and ranges from basic human emotion research, like in psychology, to the social sciences studies present in sociology. The interactions between those and the computational sciences are becoming a challenge. One particular challenge that is presented in this paper is the study of collaborative emotions within a Collaborative Network (CN) environment. A CN is composed of different participants with different interaction characteristics such as, expectations, will to cooperate and share, leadership, communication, and organizational abilities, among others. This paper presents an approach, based on system dynamics and agent-based modeling, to model the emotional state of an individual member of the network (via a non-intrusive way). Some simulation results illustrate the approach.
Type de document :
Communication dans un congrès
Luis M. Camarinha-Matos; Mafalda Parreira-Rocha; Javaneh Ramezani. 8th Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), May 2017, Costa de Caparica, Portugal. Springer International Publishing, IFIP Advances in Information and Communication Technology, AICT-499, pp.29-43, 2017, Technological Innovation for Smart Systems. 〈10.1007/978-3-319-56077-9_3〉
Liste complète des métadonnées

Littérature citée [51 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01629604
Contributeur : Hal Ifip <>
Soumis le : lundi 6 novembre 2017 - 15:30:28
Dernière modification le : lundi 6 novembre 2017 - 15:32:05

Fichier

 Accès restreint
Fichier visible le : 2020-01-01

Connectez-vous pour demander l'accès au fichier

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

Filipa Ferrada, Luis Camarinha-Matos. A System Dynamics and Agent-Based Approach to Model Emotions in Collaborative Networks. Luis M. Camarinha-Matos; Mafalda Parreira-Rocha; Javaneh Ramezani. 8th Doctoral Conference on Computing, Electrical and Industrial Systems (DoCEIS), May 2017, Costa de Caparica, Portugal. Springer International Publishing, IFIP Advances in Information and Communication Technology, AICT-499, pp.29-43, 2017, Technological Innovation for Smart Systems. 〈10.1007/978-3-319-56077-9_3〉. 〈hal-01629604〉

Partager

Métriques

Consultations de la notice

126