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2002Lamjed Ben Said, ,
Agent-based interaction analysis of consumer behavior
AAMAS '02: Proceedings of the first international joint conference on Autonomous agents and multiagent systems: part 1 Pages 184 - 190, 2002
Abstract
Our goal is to create a virtual consumer population that can be used for simulating the effects of marketing strategies in a competing market context. That requires having a consumers’ behavioral model allowing the representation of observed individual behaviors and the simulation of a large population of consumers. That also requires finding the parameters’ values characterizing the virtual population that reproduces real market evolutions. This paper proposes a consumer behavioral model based on a set of behavioral primitives such as imitation, conditioning and innovativeness, which are founded on the new concept of behavioral attitude. It shows that this model provides an interpretation of the main concepts and cognitive features, issued from marketing research and psycho-sociology works on consumption. The paper presents also the CUstomer BEhavior Simulator (CUBES), which has been realized for implementing the customer model and leading multi-agents simulations. It shows how genetic algorithms (GA), in addition to multi-agent systems, are used to fit the characteristics of the virtual consumers’ population into a global realistic market behavior.
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2001Lamjed Ben Said,
Multi-Agent Simulation of Virtual Consumer Populations in a Competitive Market
In Proceedings of the 10th European Workshop on Multi-Agent Systems, Modelling Autonomous Agents in A Multi-Agent Word. Annecy, France, May (Vol. 2, No. 4, pp. 31-43)., 2001
Abstract
No abstract available.
Lamjed Ben Said, ,Multi-agent based simulation of consumer behaviour: Towards a new marketing approach
In International Congress on Modelling and Simulation Proceedings., 2001
Abstract
Theoretical concepts dealing with consumer behaviour issues from studies led in various research areas: marketing, psychology, sociology and economics. This paper presents a multi-agent simulation of consumer behaviour based on an integrating approach. Our goal is to create virtual populations including several thousands of artificial consumers that exhibit realistic behaviours in the context of a competing market. These populations are used to test the effects of marketing strategies. Existing consumer behavioural models are not well suited for the realization of such market simulations including a large number of artificial consumers. In this work a consumer behavioural model based on the concept of behavioural attitude is introduced to solve this problem. It proposes to integrate and organize most of the fundamental notions elaborated within the aforementioned research areas.


