Wikipedia in the Tourism Industry: Forecasting Demand and Modeling Usage Behavior

被引:0
|
作者
Khadivi, Pejman [1 ]
Ramakrishnan, Naren [2 ]
机构
[1] Virginia Tech, Comp Sci Dept, Discovery Analyt Ctr, Blacksburg, VA 24061 USA
[2] Virginia Tech, Comp Sci Dept, Discovery Analyt Ctr, Arlington, VA USA
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Due to the economic and social impacts of tourism, both private and public sectors are interested in precisely forecasting the tourism demand volume in a timely manner. With recent advances in social networks, more people use online resources to plan their future trips. In this paper we explore the application of Wikipedia usage trends (WUTs) in tourism analysis. We propose a framework that deploys WUTs for forecasting the tourism demand of Hawaii. We also propose a data-driven approach, using WUTs, to estimate the behavior of tourists when they plan their trips.
引用
收藏
页码:4016 / 4021
页数:6
相关论文
共 50 条
  • [21] Forecasting tourism demand in a transit economy
    Cai, LPA
    Zwang, LL
    TOURISM AND HOTEL INDUSTRY IN INDO-CHINA AND SOUTHEAST ASIA: DEVELOPMENT, MARKETING AND SUSTAINABILITY, 2000, : 225 - 232
  • [22] MODELING AND FORECASTING TOURISM DEMAND AT A REGIONAL LEVEL IN CHILE: AN ANALYSIS WITH SARIMA MODELS
    Mondaca-Marino, Cristian
    Arriagada Millaman, Ailin
    Montecinos Astorga, Alba
    Colther Marino, Cristian
    TURISMO-ESTUDOS E PRATICAS, 2020, 9 (01):
  • [23] Modeling and forecasting tourism demand: the case of flows from Mainland China to Taiwan
    Luiz Moutinho
    K.-H. Huarng
    Tiffany H.-K. Yu
    C.-Y. Chen
    Service Business, 2008, 2
  • [24] Forecasting tourism demand: The Hamilton filter
    Bosupeng, Mpho
    ANNALS OF TOURISM RESEARCH, 2019, 79
  • [25] AN INTEGRATIVE APPROACH TO TOURISM DEMAND FORECASTING
    FAULKNER, B
    VALERIO, P
    TOURISM MANAGEMENT, 1995, 16 (01) : 29 - 37
  • [26] Forecasting tourism demand: the role of seasonality
    Vergori, Anna Serena
    TOURISM ECONOMICS, 2012, 18 (05) : 915 - 930
  • [27] Forecasting tourism demand: Methods and strategies
    Bar-On, RR
    ANNALS OF TOURISM RESEARCH, 2003, 30 (03) : 754 - 756
  • [28] A review of research on tourism demand forecasting
    Song, Haiyan
    Qiu, Richard T. R.
    Park, Jinah
    ANNALS OF TOURISM RESEARCH, 2019, 75 : 338 - 362
  • [29] A Hybrid Approach on Tourism Demand Forecasting
    Nor, M. E.
    Nurul, A. I. M.
    Rusiman, M. S.
    INTERNATIONAL SEMINAR ON MATHEMATICS AND PHYSICS IN SCIENCES AND TECHNOLOGY 2017 (ISMAP 2017), 2018, 995
  • [30] Forecasting tourism demand - An STM approach
    Greenidge, K
    ANNALS OF TOURISM RESEARCH, 2001, 28 (01) : 98 - 112