Title :
Simulating tourists´ behaviour using multi-agent modeling
Author :
Corniglion, Sébastien ; Tournois, Pr Nadine
Author_Institution :
Lab. CRIFP EA 1195, Univ. de Nice Sophia Antipolis, Nice, France
Abstract :
We discuss who should be in charge of providing data relevant to marketing segmentation for the tourism industry. We describe the difficulties of using the most commonly found consumer behavioural models within an information system, and oppose them to a novel approach in marketing segmentation, based on outgoings analysis. We use agent-modeling techniques, based on cellular automaton rules and stochastic processes to implement our model and generate sales data. We then present our algorithm to identify similarly behaved tourists, showing that the commonly used “nationality” variable for segments discrimination is not efficient. We conclude with some test runs results discussion and possible further research tracks.
Keywords :
behavioural sciences computing; consumer behaviour; management information systems; marketing data processing; multi-agent systems; stochastic processes; travel industry; agent-modeling technique; cellular automaton rule; consumer behavioural model; information system; marketing segmentation; multiagent modeling; outgoing analysis; stochastic process; tourism industry; tourist behaviour; Automata; Biological system modeling; Computational modeling; Data mining; Generators; Industries; Stochastic processes; Business; Cellular automata; Customer behaviour model; Management techniques; Market segmentation; Marketing; Public Policy Issues; Simulation; Stochastic processes; Tourism;
Conference_Titel :
Research Challenges in Information Science (RCIS), 2011 Fifth International Conference on
Conference_Location :
Gosier
Print_ISBN :
978-1-4244-8670-0
Electronic_ISBN :
2151-1349
DOI :
10.1109/RCIS.2011.6006857