Skip to main content
Fachgebiete
Automobil + Motoren Bauwesen + Immobilien Business IT + Informatik Elektrotechnik + Elektronik Energie + Nachhaltigkeit Finance + Banking Management + Führung Marketing + Vertrieb Maschinenbau + Werkstoffe Versicherung + Risiko
DE
EN
Bücher
Zeitschriften
Themenseiten
Organisationspsychologie Projektmanagement Marketing Smart Manufacturing
Weitere Formate
Podcasts Webinare Technik Webinare Wirtschaft Kongresse Veranstaltungskalender Awards
Jetzt Einzelzugang starten
Zugang für Unternehmen
Referenzkunden
SLX-Digitalkonferenz: Zukunftswerkstatt 2024

Mehr Umsatz mit Top-Kontakten

Am 7. Mai erfahren Sie, wie Vertriebsteams Leadgenerierung, Leadnurturing und Leadstrategien effizient steuern können.
Erweiterte Suche
Anmelden
nach oben
Erschienen in:
NATYASASTRA: A Dramatic Game for the Self-Regulation of Social Exchange Processes in MAS Kapitel lesen Erstes Kapitel lesen

2018 | OriginalPaper | Buchkapitel

Enhancing the Behavior of Agents in Social Simulations with Emotions and Social Relations

verfasst von : Mathieu Bourgais, Patrick Taillandier, Laurent Vercouter

Erschienen in: Multi-Agent Based Simulation XVIII

Verlag: Springer International Publishing

Einloggen

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Social Simulations need agents with a realistic behavior to be used as a scientific tool by social scientists. When simulating a human society, a realistic behavior implies the use of cognition, social relations between people but also to take into account emotions and the dynamic between these features. However, developing such a behavior is often too complex for people with little knowledge in programming. In this paper, we present a formalism to represent cognition, social relations and emotions, which is integrated in an agent architecture to give a dynamic emotional behavior to social agents. This architecture is implemented in the open-source multi-agent platform GAMA. A use case about evacuation during bush fires in Australia is used to show the possibilities of our work.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Jetzt informieren

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Jetzt informieren
Vorheriges Kapitel Uncertainty Assessment in Agent-Based Simulation: An Exploratory Study
Nächstes Kapitel An Initial Study of Agent Interconnectedness and In-Group Behaviour
Literatur
1.
Adam, C.: Emotions: from psychological theories to logical formalization and implementation in a BDI agent (2007)
2.
Adam, C., Dugdale, J.: Comparing agent architectures in social simulation: BDI agents versus finite-state machines. In: HICSS (2016)
3.
Adam, C., Gaudou, B.: BDI agents in social simulations: a survey. Knowl. Eng. Rev. 31, 207–238 (2016)CrossRef
4.
Arnold, M.B.: Emotion and Personality. Columbia University Press (1960)
5.
Balke, T., Gilbert, N.: How do agents make decisions? A survey. J. Artif. Soc. Soc. Simul. 17(4), 1–3 (2014)CrossRef
6.
Balmer, M., Rieser, M., Meister, K., Charypar, D., Lefebvre, N., Nagel, K., Axhausen, K.: MATSim-T: architecture and simulation times. In: Multi-agent Systems for Traffic and Transportation Engineering (2009)
7.
Bates, J.: The role of emotion in believable agents. Commun. ACM 37, 122–125 (1994)CrossRef
8.
Bellifemine, F., Poggi, A., Rimassa, G.: JADE-A FIPA-compliant agent framework. In: Proceedings of PAAM, London (1999)
9.
Bickmore, T., Cassell, J.: Relational agents: a model and implementation of building user trust. In: Proceedings of the SIGCHI Conference on Human Factors in Computing Systems. ACM (2001)
10.
Bourgais, M., Taillandier, P., Vercouter, L.: An agent architecture coupling cognition and emotions for simulation of complex systems. In: SSC (2016)
11.
Bratman, M.: Intentions, Plans, and Practical Reason. Harvard University Press (1987)
12.
Brown, P., Levinson, S.C.: Politeness: Some Universals in Language Usage, vol. 4. Cambridge University Press, Cambridge (1987)
13.
Byrne, M.D., Anderson, J.R.: Perception and action. In: The Atomic Components of Thought (1998)
14.
15.
Collins, N.L., Miller, L.C.: Self-disclosure and liking: a meta-analytic review. Psychol. Bull. 116, 457–475 (1994)CrossRef
16.
de Rivera, J., Grinkis, C.: Emotions as social relationships. Motiv. Emot. 10, 351–369 (1986)CrossRef
17.
Gilbert, N., Troitzsch, K.: Simulation for the Social Scientist. McGraw-Hill Education, London (2005)
18.
19.
Gratch, J., Marsella, S.: A domain-independent framework for modeling emotion. Cogn. Syst. Res. 5, 269–306 (2004)CrossRef
20.
Grignard, A., Taillandier, P., Gaudou, B., Vo, D.A., Huynh, N.Q., Drogoul, A.: GAMA 1.6: advancing the art of complex agent-based modeling and simulation. In: Boella, G., Elkind, E., Savarimuthu, B.T.R., Dignum, F., Purvis, M.K. (eds.) PRIMA 2013. LNCS (LNAI), vol. 8291, pp. 117–131. Springer, Heidelberg (2013). https://​doi.​org/​10.​1007/​978-3-642-44927-7_​9CrossRef
21.
Howden, N., Rönnquist, R., Hodgson, A., Lucas, A.: Jack intelligent agents-summary of an agent infrastructure. In: 5th International Conference on Autonomous Agents (2001)
22.
Isbister, K.: Better Game Characters by Design: A Psychological Approach. Elsevier, San Francisco (2006)
23.
Jiang, H., Vidal, J.M., Huhns, M.N.: EBDI: an architecture for emotional agents. In: Proceedings of the 6th International Joint Conference on Autonomous Agents and Multiagent Systems. ACM (2007)
24.
Keltner, D., Haidt, J.: Social functions of emotions (2001)
25.
Knutson, B.: Facial expressions of emotion influence interpersonal trait inferences. J. Nonverbal Behav. 20, 165–182 (1996)CrossRef
26.
Laird, J.E., Newell, A., Rosenbloom, P.S.: SOAR: an architecture for general intelligence. Artif. Intell. 33, 1–64 (1987)CrossRef
27.
Macatulad, E.G., Blanco, A.C.: 3DGIS-based multi-agent geosimulation and visualization of building evacuation using GAMA platform. In: The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences (2014)CrossRef
28.
Myers, K.L.: User guide for the procedural reasoning system. Technical report, SRI International AI Center (1997)
29.
Nair, R., Tambe, M., Marsella, S.: The role of emotions in multiagent teamwork. In: Who Needs Emotions (2005)CrossRef
30.
Ochs, M., Sabouret, N., Corruble, V.: Simulation of the dynamics of nonplayer characters’ emotions and social relations in games. IEEE Trans. Comput. Intell. AI Games 1, 281–297 (2009)CrossRef
31.
Ortony, A.: Value and emotion. In: Memories, Thoughts, and Emotions: Essays in Honor of George Mandler (1991)
32.
Ortony, A., Clore, G.L., Collins, A.: The Cognitive Structure of Emotions. Cambridge University Press, Cambridge (1990)
33.
34.
Prendinger, H., Ishizuka, M.: Social role awareness in animated agents. In: Proceedings of the Fifth International Conference on Autonomous Agents. ACM (2001)
35.
Ramli, N.R., Razali, S., Osman, M.: An overview of simulation software for non-experts to perform multi-robot experiments. In: ISAMSR. IEEE (2015)
36.
37.
Rousseau, D., Hayes-Roth, B.: A social-psychological model for synthetic actors. In: Proceedings of the Second International Conference on Autonomous Agents. ACM (1998)
38.
39.
Shiota, M.N., Campos, B., Keltner, D., Hertenstein, M.J.: Positive emotion and the regulation of interpersonal relationships. In: The Regulation of Emotion (2004)
40.
Singh, D., Padgham, L.: OpenSim: a framework for integrating agent-based models and simulation components. In: Frontiers in Artificial Intelligence and Applications, ECAI 2014, vol. 263. IOS Press (2014)
41.
Smith, C.A., Lazarus, R.S.: Emotion and Adaptation. Psychology Press (1990)
42.
Smith, E.R., Mackie, D.M., Claypool, H.M.: Social Psychology. Psychology Press, Hove (2014)
43.
Sun, R.: Cognition and Multi-agent Interaction: From Cognitive Modeling to Social Simulation. Cambridge University Press, Cambridge (2006)
44.
Svennevig, J.: Getting Acquainted in Conversation: A Study of Initial Interactions. John Benjamins Publishing, Amsterdam (2000)CrossRef
45.
Taillandier, P., Bourgais, M., Caillou, P., Adam, C., Gaudou, B.: A BDI agent architecture for the GAMA modeling and simulation platform. In: MABS (2016)
46.
Van Dyke Parunak, H., Bisson, R., Brueckner, S., Matthews, R., Sauter, J.: A model of emotions for situated agents. In: Proceedings of the Fifth International Joint Conference on Autonomous Agents And Multiagent Systems. ACM (2006)
47.
Wilensky, U., Evanston, I.: NetLogo: Center for Connected Learning and Computer-Based Modeling. Northwestern University, Evanston (1999)
Metadaten
Titel
Enhancing the Behavior of Agents in Social Simulations with Emotions and Social Relations
verfasst von
Mathieu Bourgais
Patrick Taillandier
Laurent Vercouter
Copyright-Jahr
2018
Buch
Multi-Agent Based Simulation XVIII

Print ISBN: 978-3-319-91586-9

Electronic ISBN: 978-3-319-91587-6

Copyright-Jahr: 2018

DOI
https://doi.org/10.1007/978-3-319-91587-6_7