{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,4]],"date-time":"2024-09-04T22:37:01Z","timestamp":1725489421118},"publisher-location":"Berlin, Heidelberg","reference-count":27,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783540738701"},{"type":"electronic","value":"9783540738718"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2007]]},"DOI":"10.1007\/978-3-540-73871-8_47","type":"book-chapter","created":{"date-parts":[[2007,8,13]],"date-time":"2007-08-13T14:14:18Z","timestamp":1187014458000},"page":"508-515","source":"Crossref","is-referenced-by-count":8,"title":["Data Mining in Tourism Demand Analysis: A Retrospective Analysis"],"prefix":"10.1007","author":[{"given":"Rob","family":"Law","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Henry","family":"Mok","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Carey","family":"Goh","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","reference":[{"key":"47_CR1","doi-asserted-by":"publisher","first-page":"403","DOI":"10.1016\/S0261-5177(00)00068-6","volume":"22","author":"C.J.S.C. Burger","year":"2001","unstructured":"Burger, C.J.S.C., Dohnal, M., Kathrada, M., Law, R.: A practitioners guide to a time-series methods for tourism demand forecasting \u2013 a case study of Durban, South Africa. Tourism Management\u00a022, 403\u2013409 (2001)","journal-title":"Tourism Management"},{"key":"47_CR2","doi-asserted-by":"publisher","first-page":"215","DOI":"10.1016\/j.tourman.2005.12.018","volume":"28","author":"K.Y. Chen","year":"2007","unstructured":"Chen, K.Y., Wang, C.H.: Support vector regression with genetic algorithms in forecasting tourism demand. Tourism Management\u00a028, 215\u2013226 (2007)","journal-title":"Tourism Management"},{"key":"47_CR3","unstructured":"Chen, L.D.: A review of the Data Mining literature. In: Proceedings of the Hong Kong International Computer Conference 1997, pp. 23\u201331 (1997)"},{"key":"47_CR4","doi-asserted-by":"publisher","first-page":"323","DOI":"10.1016\/S0261-5177(02)00068-7","volume":"24","author":"V. Cho","year":"2003","unstructured":"Cho, V.: A comparison of three different approaches to tourist arrival forecasting. Tourism Management\u00a024, 323\u2013330 (2003)","journal-title":"Tourism Management"},{"key":"47_CR5","volume-title":"Consumer Behavior in Travel and Tourism","author":"A. Decrop","year":"1999","unstructured":"Decrop, A.: Tourists\u2019 decision-making and behavior processes. In: Consumer Behavior in Travel and Tourism, Haworth Hospitality Press, New York (1999)"},{"issue":"3","key":"47_CR6","doi-asserted-by":"publisher","first-page":"313","DOI":"10.1177\/1096348006286795","volume":"30","author":"D. Delen","year":"2006","unstructured":"Delen, D., Sirakaya, E.: Determining the efficacy of Data-mining methods in predicting gaming ballot outcomes. Journal of Hospitality & Tourism Research\u00a030(3), 313\u2013332 (2006)","journal-title":"Journal of Hospitality & Tourism Research"},{"key":"47_CR7","volume-title":"Forecasting Tourism Demand: Methods and Strategies","author":"D.C. Frechtling","year":"2001","unstructured":"Frechtling, D.C.: Forecasting Tourism Demand: Methods and Strategies. Butterworth-Heinemann, Oxford (2001)"},{"issue":"1","key":"47_CR8","doi-asserted-by":"publisher","first-page":"56","DOI":"10.1016\/S0160-7383(01)00031-7","volume":"29","author":"M.G. Galarza","year":"2002","unstructured":"Galarza, M.G., Saura, I.G., Garcia, H.C.: Destination image: towards a conceptual framework. Annals of Tourism Research\u00a029(1), 56\u201378 (2002)","journal-title":"Annals of Tourism Research"},{"key":"47_CR9","doi-asserted-by":"publisher","first-page":"511","DOI":"10.1016\/S0261-5177(03)00009-8","volume":"24","author":"C. Goh","year":"2003","unstructured":"Goh, C., Law, R.: Incorporating the rough sets theory into travel demand analysis. Tourism Management\u00a024, 511\u2013517 (2003)","journal-title":"Tourism Management"},{"key":"47_CR10","doi-asserted-by":"crossref","unstructured":"Goh, C., Law, R., Mok, H.M.K.: Analyzing and forecasting tourism demand: A Rough Sets approach. Journal of Travel Research (forthcoming)","DOI":"10.1177\/0047287506304047"},{"issue":"3","key":"47_CR11","doi-asserted-by":"publisher","first-page":"259","DOI":"10.1016\/S0261-5177(00)00057-1","volume":"22","author":"V.C.S. Heung","year":"2001","unstructured":"Heung, V.C.S., Qu, H., Chu, R.: The relationship between vacation factors and socio-demographic and characteristics: the case of Japanese leisure travelers. Tourism Management\u00a022(3), 259\u2013269 (2001)","journal-title":"Tourism Management"},{"issue":"3","key":"47_CR12","doi-asserted-by":"publisher","first-page":"301","DOI":"10.5367\/000000005774353006","volume":"11","author":"S.C. Kon","year":"2005","unstructured":"Kon, S.C., Turner, L.W.: Neural network forecasting of tourism demand. Tourism Economics\u00a011(3), 301\u2013328 (2005)","journal-title":"Tourism Economics"},{"key":"47_CR13","doi-asserted-by":"publisher","first-page":"89","DOI":"10.1016\/S0261-5177(98)00094-6","volume":"20","author":"R. Law","year":"1999","unstructured":"Law, R., Au, N.: A neural network model to forecast Japanese demand for travel to Hong Kong. Tourism Management\u00a020, 89\u201397 (1999)","journal-title":"Tourism Management"},{"issue":"2\/3","key":"47_CR14","doi-asserted-by":"publisher","first-page":"61","DOI":"10.1300\/J073v16n02_05","volume":"16","author":"R. Law","year":"2004","unstructured":"Law, R., Goh, C., Pine, R.: Modeling tourism demand: A decision rules based approach. Journal of Travel & Tourism Marketing\u00a016(2\/3), 61\u201369 (2004)","journal-title":"Journal of Travel & Tourism Marketing"},{"key":"47_CR15","doi-asserted-by":"publisher","first-page":"331","DOI":"10.1016\/S0261-5177(99)00067-9","volume":"21","author":"R. Law","year":"2000","unstructured":"Law, R.: Back-propagation learning in improving the accuracy of neural network-based tourism demand forecasting. Tourism Management\u00a021, 331\u2013340 (2000)","journal-title":"Tourism Management"},{"issue":"1","key":"47_CR16","first-page":"59","volume":"16","author":"R. Law","year":"1998","unstructured":"Law, R.: Hospitality data mining myths. FIU Hospitality Review\u00a016(1), 59\u201366 (1998)","journal-title":"FIU Hospitality Review"},{"issue":"2\/3","key":"47_CR17","doi-asserted-by":"publisher","first-page":"47","DOI":"10.1300\/J073v10n02_03","volume":"10","author":"R. Law","year":"2001","unstructured":"Law, R.: The impact of the Asian Financial Crisis on Japanese demand for travel to Hong Kong: A study of various forecasting techniques. Journal of Travel & Tourism Marketing\u00a010(2\/3), 47\u201365 (2001)","journal-title":"Journal of Travel & Tourism Marketing"},{"key":"47_CR18","volume-title":"Tourism: Principles, Practices, Philosophies","author":"R.W. McIntosh","year":"1995","unstructured":"McIntosh, R.W., Goeldner, C.R., Ritchie, J.R.B.: Tourism: Principles, Practices, Philosophies. John Wiley & Sons, New York (1995)"},{"issue":"6","key":"47_CR19","doi-asserted-by":"publisher","first-page":"1235","DOI":"10.1016\/j.tourman.2005.06.008","volume":"27","author":"B. McKercher","year":"2006","unstructured":"McKercher, B., Law, R., Lam, T.: Rating tourism and hospitality journals. Tourism Management\u00a027(6), 1235\u20131252 (2006)","journal-title":"Tourism Management"},{"issue":"4","key":"47_CR20","doi-asserted-by":"publisher","first-page":"1138","DOI":"10.1016\/j.annals.2005.01.002","volume":"32","author":"P.F. Pai","year":"2005","unstructured":"Pai, P.F., Hong, W.C.: An improved neural network model in forecasting arrivals. Annals of Tourism Research\u00a032(4), 1138\u20131141 (2005)","journal-title":"Annals of Tourism Research"},{"key":"47_CR21","doi-asserted-by":"publisher","first-page":"781","DOI":"10.1016\/j.tourman.2005.05.006","volume":"27","author":"A. Palmer","year":"2006","unstructured":"Palmer, A., Monta\u00f1o, J.J., Ses\u00e9, A.: Designing an artificial neural network for forecasting tourism time series. Tourism Management\u00a027, 781\u2013790 (2006)","journal-title":"Tourism Management"},{"key":"47_CR22","series-title":"Lecture Notes in Artificial Intelligence","doi-asserted-by":"publisher","first-page":"856","DOI":"10.1007\/11811305_93","volume-title":"Advanced Data Mining and Applications","author":"A. Sami","year":"2006","unstructured":"Sami, A.: Obstacles and misunderstandings facing medical data mining. In: Li, X., Za\u00efane, O.R., Li, Z. (eds.) ADMA 2006. LNCS (LNAI), vol.\u00a04093, pp. 856\u2013863. Springer, Heidelberg (2006)"},{"issue":"3","key":"47_CR23","doi-asserted-by":"publisher","first-page":"432","DOI":"10.1016\/0160-7383(90)90008-F","volume":"17","author":"S. Um","year":"1990","unstructured":"Um, S., Crompton, J.L.: Attitude determinants in tourism destination choice. Annals of Tourism Research\u00a017(3), 432\u2013448 (1990)","journal-title":"Annals of Tourism Research"},{"key":"47_CR24","doi-asserted-by":"publisher","first-page":"111","DOI":"10.1177\/004728759903800203","volume":"38","author":"M. Uysal","year":"1999","unstructured":"Uysal, M., El Roubi, S.E.: Artificial neural networks versus multiple regression in tourism demand analysis. Journal of Travel Research\u00a038, 111\u2013118 (1999)","journal-title":"Journal of Travel Research"},{"key":"47_CR25","doi-asserted-by":"publisher","first-page":"367","DOI":"10.1016\/S0261-5177(03)00132-8","volume":"25","author":"C.H. Wang","year":"2004","unstructured":"Wang, C.H.: Predicting tourism demand using fuzzy time series and hybrid grey theory. Tourism Management\u00a025, 367\u2013374 (2004)","journal-title":"Tourism Management"},{"issue":"3","key":"47_CR26","doi-asserted-by":"publisher","first-page":"447","DOI":"10.1016\/0169-2070(95)00591-7","volume":"11","author":"S.F. Witt","year":"1995","unstructured":"Witt, S.F., Witt, C.A.: Forecasting tourism demand: A review of empirical research. International Journal of Forecasting\u00a011(3), 447\u2013475 (1995)","journal-title":"International Journal of Forecasting"},{"key":"47_CR27","doi-asserted-by":"publisher","first-page":"194","DOI":"10.1177\/0047287506291594","volume":"45","author":"G. Yu","year":"2006","unstructured":"Yu, G., Schwartz, Z.: Forecasting short time-series tourism demand with Artificial Intelligence models. Journal of Travel Research\u00a045, 194\u2013203 (2006)","journal-title":"Journal of Travel Research"}],"container-title":["Lecture Notes in Computer Science","Advanced Data Mining and Applications"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-540-73871-8_47","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,2,21]],"date-time":"2019-02-21T19:59:41Z","timestamp":1550779181000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-540-73871-8_47"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2007]]},"ISBN":["9783540738701","9783540738718"],"references-count":27,"URL":"https:\/\/doi.org\/10.1007\/978-3-540-73871-8_47","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2007]]}}}