Discovering the hotel selection preferences of Hong Kong inbound travelers using the Choquet Integral

被引:96
作者
Li, Gang [1 ]
Law, Rob [2 ]
Huy Quan Vu [1 ]
Rong, Jia [1 ]
机构
[1] Deakin Univ, Sch Informat Technol, Geelong, Vic 3125, Australia
[2] Hong Kong Polytech Univ, Sch Hotel & Tourism Management, Hong Kong, Hong Kong, Peoples R China
关键词
Hotel preference; Data mining; Travel behavior; Choquet Integral; Aggregation function; Fuzzy measure; Interaction index; DISCRETE FUZZY MEASURES; CRITERIA; MODEL; TOURISM; RATINGS;
D O I
10.1016/j.tourman.2012.10.017
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Modeling MCDM requires the simultaneous consideration of multiple criteria but traditional statistical techniques can only evaluate these factors independently. As such, it is vital for managers to have a clear picture of customers' preferences in order to design more focused marketing strategies; whereas the existing body of work is unable to meet such a requirement. To tackle these challenges, we introduce a new technique based on deploying an aggregation function, the Choquet Integral (CI), in the tourism context. Focusing on a case study of the Hong Kong hotel industry, we demonstrate how this technique can be used to discover the preferences among travelers that affect their hotel selections. A set of criteria based on these preference profiles is then constructed. The findings are expected to benefit tourism managers worldwide. (C) 2012 Elsevier Ltd. All rights reserved.
引用
收藏
页码:321 / 330
页数:10
相关论文
共 46 条
[1]  
[Anonymous], 2007, MODELING DECISION IN
[2]  
[Anonymous], 2009, A statistical review of Hong Kong tourism 2008
[3]  
[Anonymous], 2008, P WWW 2008 WORKSH NL
[4]  
Ariffin A. A. M., 2011, INT J HOSP MANAG, V31, P191
[5]   A NEW FUZZY MULTI CRITERIA DECISION MAKING MODEL FOR OPEN PIT MINES EQUIPMENT SELECTION [J].
Bazzazi, Abbas Aghajani ;
Osanloo, Morteza ;
Karimi, Behrooz .
ASIA-PACIFIC JOURNAL OF OPERATIONAL RESEARCH, 2011, 28 (03) :279-300
[6]  
Beliakov G, 2007, FMTOOLS PACK VERS 1
[7]  
Beliakov G., 2007, Aggregation Functions: A Guide for Practitioners, DOI DOI 10.1007/978-3-540-73721-6
[8]   Citation-based journal ranks: The use of fuzzy measures [J].
Beliakov, Gleb ;
James, Simon .
FUZZY SETS AND SYSTEMS, 2011, 167 (01) :101-119
[9]   Using Fuzzy DEMATEL to Develop a Causal and Effect Model of Hot Spring Service Quality Expectation [J].
Chen, C. C. ;
Tseng, M. L. ;
Lin, Y. H. .
IEEM: 2008 INTERNATIONAL CONFERENCE ON INDUSTRIAL ENGINEERING AND ENGINEERING MANAGEMENT, VOLS 1-3, 2008, :1004-1008
[10]  
Choi T. Y., 2001, International Journal of Hospitality Management, V20, P277, DOI 10.1016/S0278-4319(01)00006-8