A Bayesian-based framework for advanced nature-based tourism model
Authors:
Open Access
- 3 August 2021
- journal article
- research article
- Published by Emerald Publishing in Journal of Asian Business and Economic Studies
- Vol. 30 (2) , 86-104
Abstract
Purpose: Nature-based tourism (NBT) blossoming requires sound monitoring models to maximize its potential in the tourism industry. Cooperation of different segments from nature to economy will lead to a sustainable NBT. Therefore, the qualitative and quantitative relation between these subdivisions has to be investigated.Design/methodology/approach: This paper proposes an advanced NBT model for the design of an optimum tourism system. To this end, Bayesian network (BN) has been implemented to characterize the impact of each subsector on NBT.Findings: The outcomes of this study can help the tourism managers, policymakers and related organizations to find the optimum approach to achieve a continuous improvement in the system. To demonstrate the applicability of the methodology, two cases of observations are considered.Originality/value: The originality of the work is well demonstrated in the literature review of the paper.Keywords
This publication has 23 references indexed in Scilit:
- Urban tourism research: Recent progress and current paradoxesTourism Management, 2011
- Improving tourism destination governance: a complexity science approachTourism Review, 2010
- Frontiers in Nature‐Based TourismScandinavian Journal of Hospitality and Tourism, 2010
- A Bayesian network and analytic hierarchy process based personalized recommendations for tourist attractions over the InternetExpert Systems with Applications, 2009
- Evidence for a fundamental and pervasive shift away from nature-based recreationProceedings of the National Academy of Sciences, 2008
- A Bayesian network approach for assessing the sustainability of coastal lakes in New South Wales, AustraliaEnvironmental Modelling & Software, 2007
- Factors for Success in Rural Tourism DevelopmentJournal of Travel Research, 2001
- Western environmental values and nature-based tourism in KenyaTourism Management, 1996
- Tourism Demand, Economic Theory And Econometrics: An Integrated ApproachJournal of Travel Research, 1988
- The Tati Language Group in The Sociolinguistic Context of Northwestern Iran and TranscaucasiaIranian Studies, 1981