Implementation of Tourism Using Planning Model by Applying ANP-DEMATEL Integrated Decision Making Model and Fuzzy Logic (Case Study Malayer County)
Subject Areas : landuseRezvan Heidari 1 , Hamid Reza Pourkhabbaz 2 , Saeideh Javanmardi 3 , Ali Reza Ildoromi 4
1 - M.Sc. Student, Evaluation and Land Use Planning, Faculty of Natural Resources, Behbahan Khatam Alanbia University of Technology, Behbahan, Iran.
2 - - Assistant Professor, Department of Environment, Faculty of Natural Resources, Behbahan Khatam Alanbia University of Technology, Behbahan, Iran. ٭(Corresponding Authors)
3 - Instructor, Department of Environment, Faculty of Natural Resources, Behbahan Khatam Alanbia University of Technology, Behbahan, Iran.
4 - Associate Professor, Department of Range Management and Watershed, Faculty of Natural Resources and Environment, University of Malayer, Malayer, Iran
Keywords: land use planning, Intensive recreation, Multi-criteria decision making, Malayer county, ANP-DEMATEL,
Abstract :
Background and Objective: In fact, ecotourism is a responsible tourism to natural environments that preserves environment and stabilizes local community. Since nowadays, man does not take a responsible approach towards nature and environment, the assessment of ecological potential as a strategy for rational use of land is necessary. Method: In this study, considering the region ecological potential for tourism, implementation of planning model for this usage and zoning the regions which have potential for tourism is carried out. From the viewpoint of the goal, this research is functional and considering study style, it is descriptive and analytic (cross –sectional). As a result, to give weight to the criteria, ANP-DEMATEL interactive multi criteria decision making model was used and to standardize the criteria, fuzzy logic was used. Then by applying weighted linear combination (WLO) layers were combined together and a distribution map were extracted for the areas that have potential for tourism. Findings: The results showed 73.1 % of the region is suitable for ecotourism development and only 11.4 % of the region doesn't have the potential which is located in sloping areas. Discussion and Conclusion: Finally, we can conclude that ANP-DEMATEL integration of hybrid models with fuzzy logic ensures superior performance on the location of recreational areas and effective solution to help provide assessment team to decide this.
- Sayyed Alipour, S. and Egbali, N., 2012. The role of historitical, cultural and ecotouris attractions in the tourism development of semnan province. Geographical Journal of tourism Space, 1 (1): 41-61. (In Persian)
- Jamshidian, M. and Izadi, D., 2000. Tourism Management. Tehran Cultural Research Office Publications. (In Persian)
- Chiu, Y., Iee, W., Chen, T.H., 2014. Environmentally responsible behavior in ecotourism: Antecedents and implications. Tourism Management, Vol. 40, pp. 321-329.
- Santarém, F., Silva, R., Santos, P., 2015. Assessing ecotourism potential of hiking trails: A framework to incorporate ecological and cultural features and seasonality. Tourism Management Perspectives, Vol. 16, pp. 190-206.
- Tayyebi, S.K., Babaki, R.A. and Jabbari, A., 2007. An investigation of the relationship between tourism development and economic growth (1959-2004). Journal of the faculty of humanities and social sciences. 7 (26): 83 -110. (In Persian)
- Ardekani, T., Danekar A., Karami, M., Aghighi, H., Rafie, G.H., Erfani, M., 2011. Chahbahar Golf zoning using multiple criteria decision for intensive tourism. Journal of Geography and Land Preparation, 1 (1): 1-20. (In Persian)
- Javanmardi, S., Faraji Sabokbar, H.A., Yavari, A.R., Pourkhabbaz, H.R., 2012. Multi Criteria Evaluation of land suitability for agriculture land use by Geographic Information System (Case study: Qazvin Region). Journal of Environmental Research, 2 (4): 51-60. (In Persian)
- Hampanezhad, E., 2014. Sustainable development in coastal tourism (Case study: Tonekabon beaches). First National Conference on Green Tourism in Iran, Hamadan, Iran. (In Persian)
- Abdolamir, K., 2006. Land suitability analysis for anatomical development in northwest of Shiraz using Multi Criteria Evaluation (MCE) approach in Geographic Information System (SAG-GIS) environment. Journal of Geographical Research, 37 (54): 93-106. (In Persian)
- Jankowski, p., 1995. Integrating geographical information systems and multi criteria decision making methods. International Journal of Geographical Information Systems, 9(3): 251-273.
- Malczewski, j., 2006. GIS and multi criteria decision analysis: a survey of the literature. International Journal of Geographical Information Science, 20 (7): 703–726.
- Jafari, Z., Mikaeili Tabrizi, A.R., Mohammad Zadeh, M., Abdi, O., 2012. Evaluation of ecotourism competence in Golestan national park by weighted linear combination method. Journal of Renewable Natural Resources Research, 2 (4): 25-37. (In Persian)
- Farsari, Y., 2001. GIS-Based support for sustainable tourism planning and policy making. PhD candidate in the University of Surrey, UK, in collaboration with FORTH, Greece.
- Zhang, Z., Sherman, R., Yang, Z., Wu, R., Wang, W., Yin, M., Yang, G., Ou, X., 2013. Integrating a participatory process with a GIS-based multi-criteria decision analysis for protected area zoning in China. Journal for Nature Conservation, 21: 225– 240.
- Shams, M., Hashmi, N., 2011. Feasibility study of tourist attractions of Malayer Grand Dam and its role in economic development of surroundings. Conference on Tourism and Sustainable Development, Islamic Azad University, Hamadan Branch. (In Persian)
- Deputy of Planning of Hamadan Governorate, Office of Planning and Budget, 2012. Operational Plan of the Fifth Development Plan of Malayer (2011-2015). First Edition, 236 pages. (In Persian)
- Makhdoum, M., Darvish Sefat, A.A., Jafarzadeh, H., Makhdoum, A.R., 2001, Environmental assessment and planning with Geographic Information Systems (GIS). Tehran, First Edition, Tehran University Press. (In Persian)
- Gogus, O., Boucher, T.O., 1998. Strong transitivity, rationality and weak monotonicity in fuzzy pairwise comparisons. Fuzzy Sets and Systems, 94 (1): 133-144.
- Wu, W.W., 2008. Choosing knowledge management strategies by using a combined ANP and DEMATEL approach. Expert Systems with Applications, 35: 828-835.
- Tseng, M.L., 2009. A causal and effect decision making model of service quality expectation using grey-fuzzy DEMATEL approach. Expert Systems with Applications, 36(4): 7738-7748.
- Nazmfar, H., Alibakhshi, A., 2015. Evaluation of Khuzestan Province development indicators using integration technique. Geographical Planning of Space Quarterly Journal, 4 (14): 151-178. (In Persian)
- Safaei Ghadikolahi, A.H., Tabibi, M.R.,, Haji Abadi, F., 2013. Compound method approach of FUZZY ANP-DEMATEL for making preference of green supplier Performance Assessment criteria (Case study: Iran Heavy Diesel Company). Journal of Management Research in Iran, 17 (3): 129 – 149. (In Persian)
- Eastman, R.J., 2003. Idrisi for Windows User Guide. Clark University, New York.
- Mohaghar A., Amin Naseri, M.R., 2001. Determination and clarification of the criteria of the decision made by Islamic Consultantive Assembly. Journal of Modarres Human Sciences, 5 (2): 155 – 178. (In Persian)
- Kue, M-S., Liang, G-S., Huang, W-C., 2006. Extensions of Multicriteria Analysis with Pair Wise Comparison under a Fuzzy Environment. InternationalJournal of Approximate Reasoning, 43 (3): 268-285
- Ataei, M., 2010. Fuzzy Multi-criteria Decision Making. First Edition, Shahroud University of Technology Publications. (In Persian)
- Sheikholeslami, A., Sibi, A., 2012. The preparatory zoning proportionate to the function of ecotourism in the 7 series of Vashmard forests with multi-agent evaluation and using the AHP model in GIS environment. Journal of Conservation and Utilization of Natural Resources, 1 (2): 1-13. (In Persian)
- Jalilvand, H., Karami, O., Shahnazari, A., Shabany, M., 2013, Amusement Evaluation Using AHP and Geographic Information System (GIS) (Case Study: Shahid Zare Forest Park, Mazandaran). Journal of Geography and Development, 10 (22): 107-118. (In Persian)
- Habtemariam, B., T., Fang, Q., 2016. Zoning for a multiple-use marine protected area using spatial multi-criteria analysis: The case of the Sheik Seid Marine National Park in Eritre. Marine Policy, 63:135-143.
8. Pourkhabbaz, H.R., Javanmardi, S., Yavari, A.R., Faraji Sabokbar, H.A., 2013. Application of Multi Criteria Decision Making method and integrated ANP-DEMATEL Model to agricultural land suitability analysis (Case study: Qazvin Plain). Journal of Environmental Studies, 39 (3): 151-164. (In Persian)
9. Amiri, M.J., Salman Mahini, A.R., Jalali, S.G.A., Hossaini, S.M., Azari Dehkordi, F., 2010. A comparision of maps overlay systemic method and Boolean-Fuzzy logic in the ecological capability evaluation of NO. 33 and 34 watershed forests in Northern Iran. Environmental Sciences, 7 (2): 109 –124. (In Persian)
_||_
- Sayyed Alipour, S. and Egbali, N., 2012. The role of historitical, cultural and ecotouris attractions in the tourism development of semnan province. Geographical Journal of tourism Space, 1 (1): 41-61. (In Persian)
- Jamshidian, M. and Izadi, D., 2000. Tourism Management. Tehran Cultural Research Office Publications. (In Persian)
- Chiu, Y., Iee, W., Chen, T.H., 2014. Environmentally responsible behavior in ecotourism: Antecedents and implications. Tourism Management, Vol. 40, pp. 321-329.
- Santarém, F., Silva, R., Santos, P., 2015. Assessing ecotourism potential of hiking trails: A framework to incorporate ecological and cultural features and seasonality. Tourism Management Perspectives, Vol. 16, pp. 190-206.
- Tayyebi, S.K., Babaki, R.A. and Jabbari, A., 2007. An investigation of the relationship between tourism development and economic growth (1959-2004). Journal of the faculty of humanities and social sciences. 7 (26): 83 -110. (In Persian)
- Ardekani, T., Danekar A., Karami, M., Aghighi, H., Rafie, G.H., Erfani, M., 2011. Chahbahar Golf zoning using multiple criteria decision for intensive tourism. Journal of Geography and Land Preparation, 1 (1): 1-20. (In Persian)
- Javanmardi, S., Faraji Sabokbar, H.A., Yavari, A.R., Pourkhabbaz, H.R., 2012. Multi Criteria Evaluation of land suitability for agriculture land use by Geographic Information System (Case study: Qazvin Region). Journal of Environmental Research, 2 (4): 51-60. (In Persian)
- Hampanezhad, E., 2014. Sustainable development in coastal tourism (Case study: Tonekabon beaches). First National Conference on Green Tourism in Iran, Hamadan, Iran. (In Persian)
- Abdolamir, K., 2006. Land suitability analysis for anatomical development in northwest of Shiraz using Multi Criteria Evaluation (MCE) approach in Geographic Information System (SAG-GIS) environment. Journal of Geographical Research, 37 (54): 93-106. (In Persian)
- Jankowski, p., 1995. Integrating geographical information systems and multi criteria decision making methods. International Journal of Geographical Information Systems, 9(3): 251-273.
- Malczewski, j., 2006. GIS and multi criteria decision analysis: a survey of the literature. International Journal of Geographical Information Science, 20 (7): 703–726.
- Jafari, Z., Mikaeili Tabrizi, A.R., Mohammad Zadeh, M., Abdi, O., 2012. Evaluation of ecotourism competence in Golestan national park by weighted linear combination method. Journal of Renewable Natural Resources Research, 2 (4): 25-37. (In Persian)
- Farsari, Y., 2001. GIS-Based support for sustainable tourism planning and policy making. PhD candidate in the University of Surrey, UK, in collaboration with FORTH, Greece.
- Zhang, Z., Sherman, R., Yang, Z., Wu, R., Wang, W., Yin, M., Yang, G., Ou, X., 2013. Integrating a participatory process with a GIS-based multi-criteria decision analysis for protected area zoning in China. Journal for Nature Conservation, 21: 225– 240.
- Shams, M., Hashmi, N., 2011. Feasibility study of tourist attractions of Malayer Grand Dam and its role in economic development of surroundings. Conference on Tourism and Sustainable Development, Islamic Azad University, Hamadan Branch. (In Persian)
- Deputy of Planning of Hamadan Governorate, Office of Planning and Budget, 2012. Operational Plan of the Fifth Development Plan of Malayer (2011-2015). First Edition, 236 pages. (In Persian)
- Makhdoum, M., Darvish Sefat, A.A., Jafarzadeh, H., Makhdoum, A.R., 2001, Environmental assessment and planning with Geographic Information Systems (GIS). Tehran, First Edition, Tehran University Press. (In Persian)
- Gogus, O., Boucher, T.O., 1998. Strong transitivity, rationality and weak monotonicity in fuzzy pairwise comparisons. Fuzzy Sets and Systems, 94 (1): 133-144.
- Wu, W.W., 2008. Choosing knowledge management strategies by using a combined ANP and DEMATEL approach. Expert Systems with Applications, 35: 828-835.
- Tseng, M.L., 2009. A causal and effect decision making model of service quality expectation using grey-fuzzy DEMATEL approach. Expert Systems with Applications, 36(4): 7738-7748.
- Nazmfar, H., Alibakhshi, A., 2015. Evaluation of Khuzestan Province development indicators using integration technique. Geographical Planning of Space Quarterly Journal, 4 (14): 151-178. (In Persian)
- Safaei Ghadikolahi, A.H., Tabibi, M.R.,, Haji Abadi, F., 2013. Compound method approach of FUZZY ANP-DEMATEL for making preference of green supplier Performance Assessment criteria (Case study: Iran Heavy Diesel Company). Journal of Management Research in Iran, 17 (3): 129 – 149. (In Persian)
- Eastman, R.J., 2003. Idrisi for Windows User Guide. Clark University, New York.
- Mohaghar A., Amin Naseri, M.R., 2001. Determination and clarification of the criteria of the decision made by Islamic Consultantive Assembly. Journal of Modarres Human Sciences, 5 (2): 155 – 178. (In Persian)
- Kue, M-S., Liang, G-S., Huang, W-C., 2006. Extensions of Multicriteria Analysis with Pair Wise Comparison under a Fuzzy Environment. InternationalJournal of Approximate Reasoning, 43 (3): 268-285
- Ataei, M., 2010. Fuzzy Multi-criteria Decision Making. First Edition, Shahroud University of Technology Publications. (In Persian)
- Sheikholeslami, A., Sibi, A., 2012. The preparatory zoning proportionate to the function of ecotourism in the 7 series of Vashmard forests with multi-agent evaluation and using the AHP model in GIS environment. Journal of Conservation and Utilization of Natural Resources, 1 (2): 1-13. (In Persian)
- Jalilvand, H., Karami, O., Shahnazari, A., Shabany, M., 2013, Amusement Evaluation Using AHP and Geographic Information System (GIS) (Case Study: Shahid Zare Forest Park, Mazandaran). Journal of Geography and Development, 10 (22): 107-118. (In Persian)
- Habtemariam, B., T., Fang, Q., 2016. Zoning for a multiple-use marine protected area using spatial multi-criteria analysis: The case of the Sheik Seid Marine National Park in Eritre. Marine Policy, 63:135-143.
8. Pourkhabbaz, H.R., Javanmardi, S., Yavari, A.R., Faraji Sabokbar, H.A., 2013. Application of Multi Criteria Decision Making method and integrated ANP-DEMATEL Model to agricultural land suitability analysis (Case study: Qazvin Plain). Journal of Environmental Studies, 39 (3): 151-164. (In Persian)
9. Amiri, M.J., Salman Mahini, A.R., Jalali, S.G.A., Hossaini, S.M., Azari Dehkordi, F., 2010. A comparision of maps overlay systemic method and Boolean-Fuzzy logic in the ecological capability evaluation of NO. 33 and 34 watershed forests in Northern Iran. Environmental Sciences, 7 (2): 109 –124. (In Persian)