메뉴 건너뛰기




Volumn 3, Issue 3, 2012, Pages 196-210

Forecasting hotel room demand using search engine data

Author keywords

Demand for hotel rooms; Econometric models; Forecasts; Google trends; Hotels; Internet; Search engines; Search query volume; Time series analysis; Tourism

Indexed keywords


EID: 84869212320     PISSN: 17579880     EISSN: 17579899     Source Type: Journal    
DOI: 10.1108/17579881211264486     Document Type: Article
Times cited : (183)

References (43)
  • 1
    • 0348164330 scopus 로고    scopus 로고
    • An analysis of Smith Travel Research occupancy estimates: A case study of Virginia Beach hotels
    • Agarwal, V.B., Yochum, G.R. and Isakovski, T. (2002), "An analysis of Smith Travel Research occupancy estimates: a case study of Virginia Beach hotels" in Cornell Hotel and Restaurant Administration Quarterly, Vol. 43, No. 2, pp. 9-17.
    • (2002) Cornell Hotel and Restaurant Administration Quarterly , vol.43 , Issue.2 , pp. 9-17
    • Agarwal, V.B.1    Yochum, G.R.2    Isakovski, T.3
  • 2
    • 78049341599 scopus 로고    scopus 로고
    • Google econometrics and unemployment forecasting
    • Askitas, N. and Zimmermann, K. (2009), "Google econometrics and unemployment forecasting" in Applied Economics Quarterly, Vol. 55, No. 2, pp. 107-20.
    • (2009) Applied Economics Quarterly , vol.55 , Issue.2 , pp. 107-120
    • Askitas, N.1    Zimmermann, K.2
  • 4
    • 0040439446 scopus 로고    scopus 로고
    • A comparative revenue analysis of hotel yield management heuristics
    • Baker, T.K. and Collier, D.A. (1999), "A comparative revenue analysis of hotel yield management heuristics" in Decision Sciences, Vol. 30, No. 1, pp. 239-63.
    • (1999) Decision Sciences , vol.30 , Issue.1 , pp. 239-263
    • Baker, T.K.1    Collier, D.A.2
  • 5
    • 84960640815 scopus 로고
    • The development of the hierarchy of effects: An historical perspective
    • Barry, T. (1987), "The development of the hierarchy of effects: an historical perspective" in Current Issues and Research in Advertising, Vol. 10, No. 2, pp. 251-95.
    • (1987) Current Issues and Research in Advertising , vol.10 , Issue.2 , pp. 251-295
    • Barry, T.1
  • 6
    • 72849140260 scopus 로고    scopus 로고
    • Google trends: A web-based tool for real-time surveillance of disease outbreaks
    • Carneiro, H.A. and Mylonakis, E. (2009), "Google trends: a web-based tool for real-time surveillance of disease outbreaks" in Clinical Infectious diseases, Vol. 49, No. 10, p. 1557.
    • (2009) Clinical Infectious Diseases , vol.49 , Issue.10 , pp. 1557
    • Carneiro, H.A.1    Mylonakis, E.2
  • 7
    • 77955432350 scopus 로고    scopus 로고
    • Tourism forecast combination using the CUSUM technique
    • Chan, C.K., Witt, S.F., Lee, Y.C.E. and Song, H. (2010), "Tourism forecast combination using the CUSUM technique" in Tourism Management, Vol. 31, No. 6, pp. 891-7.
    • (2010) Tourism Management , vol.31 , Issue.6 , pp. 891-897
    • Chan, C.K.1    Witt, S.F.2    Lee, Y.C.E.3    Song, H.4
  • 10
    • 0000982575 scopus 로고    scopus 로고
    • Forecasting tourism: A combined approach
    • Chu, F. (1998), "Forecasting tourism: a combined approach" in Tourism Management, Vol. 19, No. 6, pp. 515-20.
    • (1998) Tourism Management , vol.19 , Issue.6 , pp. 515-520
    • Chu, F.1
  • 12
    • 24044453715 scopus 로고    scopus 로고
    • The forecasting ability of a cointegrated VAR system of the UK tourism demand for France Spain and Portugal
    • De Mello, M.M. and Nell, K.S. (2005), "The forecasting ability of a cointegrated VAR system of the UK tourism demand for France Spain and Portugal" in Empirical Economics, Vol. 30, No. 2, pp. 277-308.
    • (2005) Empirical Economics , vol.30 , Issue.2 , pp. 277-308
    • de Mello, M.M.1    Nell, K.S.2
  • 13
    • 80455129541 scopus 로고    scopus 로고
    • A framework of search engine use for travel planning
    • Fesenmaier, D.R., Xiang, Z., Pan, B. and Law, R. (2011), "A framework of search engine use for travel planning" in Journal of Travel Research, Vol. 50, No. 6, pp. 587-601.
    • (2011) Journal of Travel Research , vol.50 , Issue.6 , pp. 587-601
    • Fesenmaier, D.R.1    Xiang, Z.2    Pan, B.3    Law, R.4
  • 15
    • 3042751340 scopus 로고    scopus 로고
    • Forecasting tourism demand: Methods and strategies
    • Butterworth-Heinemann, Oxford
    • Frechtling, D. (2001), "Forecasting tourism demand: methods and strategies", Butterworth-Heinemann, Oxford.
    • (2001)
    • Frechtling, D.1
  • 16
    • 60549098239 scopus 로고    scopus 로고
    • Detecting influenza epidemics using search engine query data
    • Ginsberg, J., Mohebbi, M.H., Patel, R.S., Brammer, L., Smolinski, M.S. and Brilliant, L. (2009), "Detecting influenza epidemics using search engine query data" in Nature, Vol. 457, No. 7232, pp. 1012-14.
    • (2009) Nature , vol.457 , Issue.7232 , pp. 1012-1014
    • Ginsberg, J.1    Mohebbi, M.H.2    Patel, R.S.3    Brammer, L.4    Smolinski, M.S.5    Brilliant, L.6
  • 17
    • 0020682534 scopus 로고
    • The planning horizons and sources of information used by pleasure vacationers
    • Gitelson, R.J. and Crompton, J.L. (1983), "The planning horizons and sources of information used by pleasure vacationers" in Journal of Travel Research, Vol. 21, Winter, pp. 2-7.
    • (1983) Journal of Travel Research , vol.21 , pp. 2-7
    • Gitelson, R.J.1    Crompton, J.L.2
  • 18
    • 84981620990 scopus 로고
    • Econometric modeling with cointegrated variables: An overview
    • Hendry, D.F. (1986), "Econometric modeling with cointegrated variables: an overview" in Oxford Bulletin of Economics and Statistics, Vol. 48, pp. 201-12.
    • (1986) Oxford Bulletin of Economics and Statistics , vol.48 , pp. 201-212
    • Hendry, D.F.1
  • 21
    • 23444456796 scopus 로고    scopus 로고
    • Recent developments in econometric modeling and forecasting
    • Li, G., Song, H. and Witt, S. (2005), "Recent developments in econometric modeling and forecasting" in Journal of Travel Research, Vol. 44, No. 1, p. 82.
    • (2005) Journal of Travel Research , vol.44 , Issue.1 , pp. 82
    • Li, G.1    Song, H.2    Witt, S.3
  • 23
    • 33745225614 scopus 로고    scopus 로고
    • Online information search: Vacation planning process
    • Pan, B. and Fesenmaier, D.R. (2006), "Online information search: vacation planning process" in Annals of Tourism Research, Vol. 33, No. 3, pp. 809-32.
    • (2006) Annals of Tourism Research , vol.33 , Issue.3 , pp. 809-832
    • Pan, B.1    Fesenmaier, D.R.2
  • 24
    • 84869206305 scopus 로고    scopus 로고
    • Real users, real trips, and real queries: An analysis of destination search on a search engine
    • paper presented at Annual Conference of Travel and Tourism Research Association (TTRA 2006), Dublin
    • Pan, B., Litvin, S.W. and Goldman, H. (2006), "Real users, real trips, and real queries: an analysis of destination search on a search engine", paper presented at Annual Conference of Travel and Tourism Research Association (TTRA 2006), Dublin.
    • (2006)
    • Pan, B.1    Litvin, S.W.2    Goldman, H.3
  • 28
    • 36549022027 scopus 로고    scopus 로고
    • Tourism demand modelling and forecasting - a review of recent research
    • Song, H. and Li, G. (2008), "Tourism demand modelling and forecasting - a review of recent research" in Tourism Management, Vol. 29, No. 2, pp. 203-20.
    • (2008) Tourism Management , vol.29 , Issue.2 , pp. 203-220
    • Song, H.1    Li, G.2
  • 30
    • 29544452072 scopus 로고    scopus 로고
    • Forecasting international tourist flows to Macau
    • Song, H. and Witt, S.F. (2006), "Forecasting international tourist flows to Macau" in Tourism Management, Vol. 27, No. 2, pp. 214-24.
    • (2006) Tourism Management , vol.27 , Issue.2 , pp. 214-224
    • Song, H.1    Witt, S.F.2
  • 32
    • 0037249451 scopus 로고    scopus 로고
    • Tourism forecasting: Accuracy of alternative econometric models
    • Song, H., Witt, S.F. and Jensen, T.C. (2003a), "Tourism forecasting: accuracy of alternative econometric models" in International Journal of Forecasting, Vol. 19, No. 1, pp. 123-41.
    • (2003) International Journal of Forecasting , vol.19 , Issue.1 , pp. 123-141
    • Song, H.1    Witt, S.F.2    Jensen, T.C.3
  • 33
    • 0346009028 scopus 로고    scopus 로고
    • Modelling and forecasting the demand for Thai tourism
    • Song, H., Witt, S.F. and Li, G. (2003b), "Modelling and forecasting the demand for Thai tourism" in Tourism Economics, Vol. 9, No. 4, pp. 363-87.
    • (2003) Tourism Economics , vol.9 , Issue.4 , pp. 363-387
    • Song, H.1    Witt, S.F.2    Li, G.3
  • 35
    • 33644989024 scopus 로고    scopus 로고
    • Travel Industry Association of America, Washington, DC, 2008 ed, TIA
    • TIA (2008), Travelers' Use of the Internet, 2008 ed., Travel Industry Association of America, Washington, DC.
    • (2008) Travelers' Use of the Internet
  • 36
    • 79958088125 scopus 로고    scopus 로고
    • Travel Industry Association of America, Washington, DC, 2009 ed, TIA
    • TIA (2009), Travelers' Use of the Internet, 2009 ed., Travel Industry Association of America, Washington, DC.
    • (2009) Travelers' Use of the Internet
  • 37
    • 84869428230 scopus 로고    scopus 로고
    • Travel Industry Association, New York, NY, Travel Industry Association
    • Travel Industry Association (2007), The Ideal American Vacation Trip, Travel Industry Association, New York, NY.
    • (2007) The Ideal American Vacation Trip
  • 39
    • 33749615654 scopus 로고    scopus 로고
    • Regional data forecasting accuracy: The case of Thailand
    • Vu, J.C. and Turner, L.W. (2006), "Regional data forecasting accuracy: the case of Thailand" in Journal of Travel Research, Vol. 45, No. 2, pp. 186-93.
    • (2006) Journal of Travel Research , vol.45 , Issue.2 , pp. 186-193
    • Vu, J.C.1    Turner, L.W.2
  • 42
    • 33947592183 scopus 로고    scopus 로고
    • Tourism forecasting: To combine or not to combine?
    • Wong, K., Song, H., Witt, S. and Wu, D. (2007), "Tourism forecasting: to combine or not to combine?" in Tourism Management, Vol. 28, No. 4, pp. 1068-78.
    • (2007) Tourism Management , vol.28 , Issue.4 , pp. 1068-1078
    • Wong, K.1    Song, H.2    Witt, S.3    Wu, D.4
  • 43
    • 60549085552 scopus 로고    scopus 로고
    • Time series analysis of a web search engine transaction log
    • Zhang, Y., Jansen, B. and Spink, A. (2009), "Time series analysis of a web search engine transaction log" in Information Processing and Management, Vol. 45, No. 2, pp. 230-45.
    • (2009) Information Processing and Management , vol.45 , Issue.2 , pp. 230-245
    • Zhang, Y.1    Jansen, B.2    Spink, A.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.