Emotional BDI Model (eBDI) of the Peasants Families WellProdSim Social Simulator

Jairo E. Serrano, Enrique González

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

Abstract

This paper describes the emotional model eBDI developed for the BDI agents implemented in WellProdSim, a social simulator designed to assess and improve the productivity and well-being of peasant families. Overcoming some of the limitations of previous models, this innovative approach incorporates complex emotional dynamics into the representation of peasant families, allowing to obtain a more realistic adaptation and response to environmental and social changes of the simulated human agents. The key idea resides in the integration of emotions influenced by external factors into the deliberation process of the BDI system. The agent’s emotional state impacts on the estimation of the contribution and activation values of each of the agent’s potential goals; thus, it directly influences the desires management in the BDI engine, enriching the decision-making process and improving the simulation of social and economic interactions. Results demonstrate the effectiveness of the model, providing simulations that more accurately reflect the complexity of human behavior and social dynamics in rural communities.

Original languageEnglish
Title of host publicationAdvances in Computing - 18th Colombian Conference on Computing, CCC 2024, Revised Selected Papers
EditorsNéstor Darío Duque-Méndez, Luz Ángela Aristizábal-Quintero, Mauricio Orozco-Alzate, Jose Aguilar
PublisherSpringer Science and Business Media Deutschland GmbH
Pages99-114
Number of pages16
ISBN (Print)9783031752322
DOIs
StatePublished - 2024
Event18th Colombian Conference on Computing, CCC 2024 - Manizales, Colombia
Duration: 04 Sep 202406 Sep 2024

Publication series

NameCommunications in Computer and Information Science
Volume2208 CCIS
ISSN (Print)1865-0929
ISSN (Electronic)1865-0937

Conference

Conference18th Colombian Conference on Computing, CCC 2024
Country/TerritoryColombia
CityManizales
Period04/09/2406/09/24

Keywords

  • BDI agent
  • Emotional BDI
  • Fuzzy Logic
  • Multi-agent simulation
  • Multi-agent systems
  • Social Simulation

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