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AuthorLiu, Chang
AuthorOuzrout, Yacine
AuthorNongaillard, Antoine
AuthorBouras, Abdelaziz
AuthorZhou, JiLiu
Available date2016-03-24T13:39:03Z
Publication Date2014
Publication NameInternational Journal of Technology Management
CitationLiu, C., Ouzrout, Y., Nongaillard, A., Bouras, A., Zhou, J. "Evaluation model for e-tourism product: A hidden Markov model-based algorithm" (2014) International Journal of Technology Management, 64 (1), pp. 45-63.
ISSN0267-5730
URIhttp://dx.doi.org/10.1504/IJTM.2014.059235
URIhttp://hdl.handle.net/10576/4268
AbstractNowadays, e-tourism is widely pronounced as a kind of web marketing for tourism businesses. Tourist agencies and tourism service providers are able to access their customers directly in a cost-effective way. In this context, due to the high uncertainty of business using the internet, reputation systems play a key role in e-tourism business. After a literature review, and an analysis of the limits of the existing models, we propose a new reputation evaluation model based on optimisation hidden Markov model with particle swarm optimisation (PSOHMM). In order to apply this algorithm into e-tourism services/products evaluation, a number of experiments are presented. These simulation experiments demonstrate the efficiency of the PSOHMM, and the fact that it is more stable than others algorithm to search quickly optimal solutions and to detect any change in the behaviour of the e-tourism providers.
Languageen
PublisherInderscience
SubjectBehaviour
SubjectE-tourism
SubjectHidden Markov model
SubjectHMM
SubjectParticle swarm optimisation
SubjectPSO
SubjectReputation system
TitleEvaluation model for e-tourism product: A hidden Markov model-based algorithm
TypeArticle
Pagination45-63
Issue Number1
Volume Number64


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