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Exploring agent architectures for farmer behavior in land-use change. A case study in coastal area of the Vietnamese Mekong Delta

Truong, Chi Quang and Taillandier, Patrick and Gaudou, Benoit and Vo, Quang Minh and Nguyen, Trung Hieu and Drogoul, Alexis Exploring agent architectures for farmer behavior in land-use change. A case study in coastal area of the Vietnamese Mekong Delta. (2016) In: 13th International Workshop on Multi-Agent-Based Simulation (MABS 2015), 5 May 2015 - 5 May 2015 (Istanbul, Turkey).

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Official URL: http://dx.doi.org/10.1007/978-3-319-31447-1_10

Abstract

Farmers are the key actors of land-use change processes. It is thus essential to choose a suitable architecture for farmer behavior to model such processes. In this paper, we compared three models with different architectures to model the farmer behavior in the coastal areas of the Ben Tre province: (i) The first one is a probabilistic model that allows farmer to select the land-use pattern based on land change probability; (ii) The second model is based on multi-criteria decision making and takes into account the land suitability of the parcel and the farmer benefit; (iii) The third model used a BDI (Beliefs - Desires - Intentions) architecture. For each of these models, we have compared the difference between simulated data and real data by using the Fuzzy Kappa coefficient. The results show the suitability of the BDI architecture to build land-use change model and to support decision-making on land-use planning.

Item Type:Conference or Workshop Item (Paper)
Additional Information:Thanks to Springer editor. This papers appears in Volume 9568 of Lecture Notes in Computer Science ISSN : 0302-9743 ISBN: 978-3-319-31446-4 The original PDF is available at: http://link.springer.com/chapter/10.1007/978-3-319-31447-1_10
HAL Id:hal-01484963
Audience (conference):International conference proceedings
Uncontrolled Keywords:
Institution:French research institutions > Centre National de la Recherche Scientifique - CNRS (FRANCE)
Université de Toulouse > Institut National Polytechnique de Toulouse - INPT (FRANCE)
French research institutions > Institut de Recherche pour le Développement - IRD (FRANCE)
Other partners > Université Paris 1 Panthéon-Sorbonne (FRANCE)
Other partners > Université de Rouen - UR (FRANCE)
Other partners > Université Pierre et Marie Curie, Paris 6 - UPMC (FRANCE)
Université de Toulouse > Université Toulouse III - Paul Sabatier - UPS (FRANCE)
Université de Toulouse > Université Toulouse - Jean Jaurès - UT2J (FRANCE)
Université de Toulouse > Université Toulouse 1 Capitole - UT1 (FRANCE)
Other partners > Can Tho University - CTU ( VIETNAM)
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Deposited By: IRIT IRIT
Deposited On:10 Feb 2017 08:44

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