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Applying fuzzy multi-criteria decision-making model to ecotour plan selection

Quality & Quantity volume 47, pages 1125–1141 (2013)Cite this article

Abstract

This research develops a fuzzy multi-criteria decision-making (MCDM) model to solve problems regarding ecotourism. According to the definition of ecotourism, the authors identify critical criteria to distinguish the ecotour from regular voyages; therefore, these criteria serve as factors those trip organizers and selection committee members must consider when opting for an appropriate ecotour. In addition, the other factors the trip coordinator of the ecotour has to take into consideration are the subjective criteria and the objective criteria. Compared to traditional way of assessment, the new selection model proposed by this article is less liable to fault and more feasible to practice. Using this model, the trip organizers can get a score of subjective criteria in a more objective way which helps them to decide on the better option for the company ecotour. In this article, we give a detailed description of the model-operation procedures and illustrate the model with a real case.

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References

  • Ayala H.: Resort ecotourism: a paradigm for the 21st century. Cornell Hotel Rest. A. 37(5), 46–53 (1996)

    Google Scholar 

  • Bayrak M.Y., Çelebi N., Taşkin H.: A fuzzy approach method for supplier selection. Prod. Plan. Control 18(1), 54–63 (2007)

    Article  Google Scholar 

  • Blamey R.K.: Ecotourism: the search for an operational definition. J. Sustain. Tour 5(2), 109–130 (1997)

    Article  Google Scholar 

  • Buultjens J., Gale D., White N.E.: Synergies between Australian indigenous tourism and ecotourism: possibilities and problems for future development. J. Sustain. Tour. 18(4), 497–513 (2010)

    Article  Google Scholar 

  • Chen S.H.: Ranking fuzzy numbers with maximizing set and minimizing set. Fuzzy Set Syst. 17(2), 113–130 (1985)

    Article  Google Scholar 

  • Chen J.K.L., Baum T.: Ecotourists’ perception of ecotourism experience in lower Kinabatangan, Sabah, Malaysia. J. Sustain. Tour 15(5), 574–590 (2007)

    Article  Google Scholar 

  • Choo H., Jamal T.: Tourism on organic farms in South Korea: a new form of ecotourism?. J. Sustain. Tour 17(4), 431–454 (2009)

    Article  Google Scholar 

  • Chou, C.-H., Liang, G.-S., Chang, H.-C.: A fuzzy AHP approach based on the concept of possibility extent. Qual. Quant. 45 (2011)

  • Dubios D., Prade H.: Operations on fuzzy numbers. Int. J. Syst. Sci. 9, 613–626 (1978)

    Article  Google Scholar 

  • Dubios D., Prade H.: Fuzzy Sets and System. Academic, New York (1980)

    Google Scholar 

  • Fennell D.A.: Ecotourism: An Introduction. Routledge, New York (1999)

    Google Scholar 

  • Fennell D.A.: Ecotourism, 2nd edn. Routledge, New York (2003)

    Google Scholar 

  • Flognfeldt T.J.: Area, site or route—the didderent movement patterns of travel in Norway. Tourism Manage. 13(1), 45–151 (1992)

    Article  Google Scholar 

  • International Ecotourism Society: What is Ecotourism? http://www.ecotourism.org/webmodules/webarticlesnet/templates/eco_template.aspx?articleid=95&zoneid=2 (2008) Accessed 23 August 2008

  • Kahraman C., Beskese A., Kaya I.: Selection among ERP outsourcing alternatives using a fuzzy multi-criteria decision making methodology. Int. J. Prod. Res. 48(2), 547–566 (2010)

    Article  Google Scholar 

  • Khan M.: Ecotourists quality expectations. Ann. Tourism Res. 30, 109–124 (2003)

    Article  Google Scholar 

  • Kim K., Prak K.S.: Ranking fuzzy numbers with index of optimism. Fuzzy Set Syst. 35(2), 143–150 (1990)

    Article  Google Scholar 

  • Liang G.S., Wang M.J.: A fuzzy multi-criteria decision-making method for facility site selection. Int. J. Prod. Res. 29(11), 2313–2330 (1991)

    Article  Google Scholar 

  • Liang G.S., Wang M.J.: Personal selection using fuzzy MCDM algorithm. Eur. J. Oper. Res. 78(1), 22–33 (1994)

    Article  Google Scholar 

  • Liou J.J.H., Chuang M.-L.: Evaluating corporate image and reputation using fuzzy MCDM approach in airline market. Qual. Quant. 44(6), 2230–2238 (2010)

    Article  Google Scholar 

  • Ming R.C., McHugh K.E.: The spatial configuration of travel to yellowstone national park. J. Trav. Res. 30(4), 38–46 (1992)

    Article  Google Scholar 

  • Ormsby A., Mannle K.: Ecotourism benefits and the role of local guides at Masoala National Park, Madagascar. J. Sustain. Tour. 14(3), 271–287 (2006)

    Article  Google Scholar 

  • Page J.S., Dowling R.K.: Ecotourism: Themes in Tourism. Pearson Education, Essex (2002)

    Google Scholar 

  • Pan J.C.-H., Yang M.-F.: Integrated inventory models with fuzzy annual demand and fuzzy production rate in a supply chain. Int. J. Prod. Res. 46(3), 753–770 (2008)

    Article  Google Scholar 

  • Peake S., Innes P., Dyer P.: Ecotourism and conservation: factors influencing effective conservation messages. J. Sustain. Tour. 17(1), 107–127 (2009)

    Article  Google Scholar 

  • Powell R.B., Ham S.H.: Can ecotourism interpretation really lead to pro-conservation knowledge, attitudes and behaviour? evidence from the galapagos islands. J. Sustain. Tour 16(4), 467–489 (2008)

    Google Scholar 

  • Reichel A., Uriely N., Shani A.: Ecotourism and simulated attractions: tourists’ attitudes towards integrated sites in a desert area. J. Sustain. Tour 16(1), 23–41 (2008)

    Article  Google Scholar 

  • Ryan C., Hughes K., Chirgwin S.: The gaze, spectacle and ecotourism. Ann. Tourism Res. 27(1), 148–163 (2000)

    Article  Google Scholar 

  • Singh D., Tiong R.L.K.: A fuzzy decision framework for contractor selection. J. Construct. Eng. Manag. 131(1), 62–70 (2005)

    Article  Google Scholar 

  • Tourism Bureau, Republic of China, Taiwan: Survey of Domestic Travel by R.O.C. Citizens Tourism Bureau, Republic of China, Taipei (1998)

  • Tourism Bureau, Republic of China, Taiwan: Ecotourism White Paper. Tourism Bureau, Republic of China, Taipei (2002)

  • Tourism Bureau, Republic of China, Taiwan: Ecotourism White Paper. Tourism Bureau, Republic of China, Taiwan, Taipei (2005)

  • Tourism Bureau, Republic of China, Taiwan: People domestic traveling condition report of investigation. Tourism Bureau, Republic of China, Taipei (2008)

  • Wang E.J., Chen Y.C., Wang W.S., Su T.S.: Analysis of outsourcing cost-effectiveness using a linear programming model with fuzzy multiple goals. Int. J. Prod. Res 48(2), 501–523 (2010)

    Article  Google Scholar 

  • Weaver D.: Ecotourism. Wiley and Sons, Milton (2001)

    Google Scholar 

  • Wight P.A.: North America ecotourists: market profiles and trips characteristics. J. Trav. Res. 24(4), 2–10 (1996)

    Article  Google Scholar 

  • Wight P.A.: Ecotourism accommodation spectrum: Does supply match the demand?.  Tourism Manage. 18(4), 209–222 (1997)

    Article  Google Scholar 

  • Zadeh L.A.: Fuzzy sets. Inform. Control 8(4), 338–353 (1965)

    Article  Google Scholar 

  • Zadeh L.A.: The concept of a linguistic variable and its application to approximate reasoning. Inf. Sci. 8(3), 199–249 (1975a)

    Article  Google Scholar 

  • Zadeh L.A.: The concept of a linguistic variable and its application to approximate reasoning. Inf. Sci. 8(4), 301–375 (1975b)

    Article  Google Scholar 

  • Zadeh L.A.: The concept of a linguistic variable and its application to approximate reasoning. Inf. Sci. 9(1), 43–80 (1976)

    Article  Google Scholar 

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Authors and Affiliations

  1. Department of Business Administration, National Yunlin University of Science and Technology, Yunlin, Taiwan

    Chi-Shiun Lai

  2. Graduate Institute of Management, National Yunlin University of Science and Technology, Yunlin, Taiwan

    Hong-Long Lee

  3. Center of General Education, Hsiuping Institute of Technology, Taichung, Taiwan

    Yen-Chih Pan

  4. Department of Business Administration, National Yunlin University of Science and Technology, Yunlin, Taiwan

    Yen-Chih Pan

Authors
  1. Chi-Shiun Lai
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  2. Hong-Long Lee
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  3. Yen-Chih Pan
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Correspondence to Hong-Long Lee.

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Lai, CS., Lee, HL. & Pan, YC. Applying fuzzy multi-criteria decision-making model to ecotour plan selection. Qual Quant 47, 1125–1141 (2013). https://doi.org/10.1007/s11135-011-9589-8

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  • DOI: https://doi.org/10.1007/s11135-011-9589-8

Keywords

  • Ecotour
  • Selection
  • Fuzzy set theory
  • Multi-criterion decision-making (MCDM)