A new urban segregation-growth coupled model using a belief-desire-intention possibilistic framework
Meili Vanegas-Hernandez
(1)
,
Célia da Costa Pereira
(2)
,
Diego Moreno
(3)
,
Giovanni Fusco
(3)
,
Andrea Tettamanzi
(4)
,
Michel Riveill
(5, 2)
,
José Tiberio Hernández
(1)
1
UNIANDES -
Universidad de los Andes [Bogota]
2 Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
3 ESPACE - Études des Structures, des Processus d’Adaptation et des Changements de l’Espace
4 WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics
5 I3S - Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis
2 Laboratoire I3S - SPARKS - Scalable and Pervasive softwARe and Knowledge Systems
3 ESPACE - Études des Structures, des Processus d’Adaptation et des Changements de l’Espace
4 WIMMICS - Web-Instrumented Man-Machine Interactions, Communities and Semantics
5 I3S - Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis
Célia da Costa Pereira
- Fonction : Auteur
- PersonId : 8874
- IdHAL : celia-da-costa-pereira
- IdRef : 204083907
Diego Moreno
- Fonction : Auteur
- PersonId : 4731
- IdHAL : diegomoreno
Giovanni Fusco
- Fonction : Auteur
- PersonId : 11181
- IdHAL : giovanni-fusco
- ORCID : 0000-0002-6171-5486
- IdRef : 077188705
Andrea Tettamanzi
- Fonction : Auteur
- PersonId : 3981
- IdHAL : andrea-g-b-tettamanzi
- ORCID : 0000-0002-8877-4654
- IdRef : 072248807
Michel Riveill
- Fonction : Auteur
- PersonId : 3769
- IdHAL : michel-riveill
- ORCID : 0000-0001-6726-6637
- IdRef : 033194297
Résumé
We study the feasibility of using Belief, Desire and Intention agents for modeling the phenomena of urban growth and segregation. Uncertainty, typical of real world situations is modeled using possibility theory. We have also implemented a simple visualization tool whose aim is to track the changes in the model. Some preliminary experiments suggest that such an approach might allow a decision-maker to dynamically track the changes in the model. Besides, it is also possible to interact with the different steps of the simulation via the model. Our proposal makes it possible to simulate the interactions between cognitive agents in an economical environment while taking the spatial context into account.
Domaines
Système multi-agents [cs.MA] Intelligence artificielle [cs.AI] Modélisation et simulation GéographieFormat du dépôt | Fichier |
---|---|
Type de dépôt | Communication dans un congrès |
Titre |
en
A new urban segregation-growth coupled model using a belief-desire-intention possibilistic framework
|
Résumé |
en
We study the feasibility of using Belief, Desire and Intention agents for modeling the phenomena of urban growth and segregation. Uncertainty, typical of real world situations is modeled using possibility theory. We have also implemented a simple visualization tool whose aim is to track the changes in the model. Some preliminary experiments suggest that such an approach might allow a decision-maker to dynamically track the changes in the model. Besides, it is also possible to interact with the different steps of the simulation via the model. Our proposal makes it possible to simulate the interactions between cognitive agents in an economical environment while taking the spatial context into account.
|
Auteur(s) |
Meili Vanegas-Hernandez
1
, Célia da Costa Pereira
2
, Diego Moreno
3
, Giovanni Fusco
3
, Andrea Tettamanzi
4
, Michel Riveill
5, 2
, José Tiberio Hernández
1
1
UNIANDES -
Universidad de los Andes [Bogota]
( 229853 )
- Bogotá - Colombia
- Colombie
2
Laboratoire I3S - SPARKS -
Scalable and Pervasive softwARe and Knowledge Systems
( 452156 )
- Laboratoire I3S
CS 40121
06903 Sophia Antipolis Cedex
- France
3
ESPACE -
Études des Structures, des Processus d’Adaptation et des Changements de l’Espace
( 561555 )
- 98, boulevard Édouard Herriot BP 3209 06204 Nice Cedex 03
- France
4
WIMMICS -
Web-Instrumented Man-Machine Interactions, Communities and Semantics
( 178918 )
- France
5
I3S -
Laboratoire d'Informatique, Signaux, et Systèmes de Sophia Antipolis
( 13009 )
- 2000, route des Lucioles - Les Algorithmes - bât. Euclide B 06900 Sophia Antipolis
- France
|
Vulgarisation |
Non
|
Comité de lecture |
Oui
|
Invité |
Non
|
Audience |
Internationale
|
Actes |
Oui
|
Date de publication |
2017
|
Langue du document |
Anglais
|
Titre de la collection |
Proceedings of the International Conference on Web Intelligence, Leipzig, Germany, August 23–26, 2017
|
Page/Identifiant |
340 - 347
|
Titre du congrès |
International Conference on Web Intelligence
|
Date début congrès |
2017-08-23
|
Date fin congrès |
2017-08-26
|
Ville |
Leipzig
|
Pays |
Allemagne
|
URL du congrès ou éditeur |
http://webintelligence2017.com/
|
Domaine(s) |
|
Éditeur scientifique |
|
Éditeur commercial |
|
Financement |
|
Mots-clés |
en
Computing methodologies : Intelligent agents, Agent / discrete models, Agent-Based Modeling, Applied computing Economics, Sociology, Urban Segregation, Geosimulation, BDI Agent Model
|
DOI | 10.1145/3106426.3106486 |
Origine :
Fichiers produits par l'(les) auteur(s)
Loading...