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Forecasting accuracy evaluation of tourist arrivals

Bibliographic Data

ID11236593
AuthorsHamidreza Hassani (0000-0003-0897-8663), Hossein Hassani (0000-0003-3979-9166), Emmanuel Sirimal Silva (0000-0003-3851-9230, University of the Arts London, corresponding author), Nikolaos Antonakakis (0000-0002-0904-3678, University of Portsmouth), George Filis (0000-0002-4912-0973, Bournemouth University), Rangan Gupta (0000-0001-5002-3428, University of Pretoria)
Year2017
Volume63
Pages112-127
Publication date2017-03-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueAnnals of Tourism Research (JOURNAL)
Journal identifiersISSN: 0160-7383 • E-ISSN: 1873-7722
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.annals.2017.01.008
OpenAlexW2585667993
LanguageEN
Citations received38
References cited55

Artificial neural network · Autoregressive fractionally integrated moving average · Econometrics · Economics · Geography · Long memory · Nonparametric statistics · Operations research · Parametric statistics · Statistics · Tourism · Computer Science · Grey System Theory Applications · Mathematics · Statistical and numerical algorithms · Artificial Intelligence

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    Open Access•Yuliana Rodríguez, Oscar Díaz Olariaga et al.•PASOS Revista de Turismo y…•2025

  • Forecasting daily visits in Shanghai with Model combination and Telco big data

    Open Access•Nicola Camatti, Giulia Carallo et al.•Tourism Economics•2026

  • Monitoring and forecasting Covid-19 impacts on hotel occupancy rates with daily visitor arrivals and search queries

    Edmond H C Wu, Jihao Hu et al.•Current Issues in Tourism•2022

  • The impact of tree-based machine learning models, length of training data, and quarantine search query on tourist arrival prediction’s accuracy under Covid-19 in Indonesia

    Mochammad Agus Afrianto, Meditya Wasesa•Current Issues in Tourism•2022

  • Daily tourism demand forecasting

    Yunhao Liu, Gengzhong Feng et al.•Current Issues in Tourism•2023

  • The time–frequency causal effect of Covid-19 outbreaks on the tourism sector

    Rabeh Khalfaoui, Salma Mefteh-Wali et al.•Current Issues in Tourism•2022

  • A novel two-step procedure for tourism demand forecasting

    Bai Huang, Hao Hao•Current Issues in Tourism•2021

  • Modelling prices and volatilities in the sharing economy

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  • Tourism demand with subtle seasonality

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  • International tourism demand forecasting with machine learning models

    Open Access•Jian-Wu Bi, Tian-Yu Han et al.•Tourism Economics•2022

  • Does the combination of models with different explanatory variables improve tourism demand forecasting performance

    Open Access•Xi Wu, Adam Blake•Tourism Economics•2023

  • Tourism and economic growth

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  • Multi‐horizon accommodation demand forecasting

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  • Forecasting tourism demand cycles

    Open Access•Ilse Botha, Andrea Saayman•International Journal of Tourism…•2022

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  • Analyzing post-pandemic tourism recovery

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  • Camping Tourism in Bulgaria

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  • Forecast without historical data

    Lijie Yin•Asia Pacific Journal of Tourism…•2020

  • A review of research on tourism demand forecasting

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    Open Access•Anestis Fotiadis, Efstathios Polyzos et al.•Annals of Tourism Research•2021

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    Open Access•Yang Yang, Honglei Zhang•Annals of Tourism Research•2019

  • Imputation recovery tourism demand forecasting

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  • Forecasting air passenger numbers with a GVAR model

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  • Forecasting campground demand in US national parks

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  • Forecasting tourism demand with denoised neural networks

    Open Access•Emmanuel Sirimal Silva, Hamidreza Hassani et al.•Annals of Tourism Research•2019

  • Tourism forecasting with granular sentiment analysis

    Open Access•Hengyun Li, Huicai Gao et al.•Annals of Tourism Research•2023

  • Post-pandemic tourism forecasting with ensemble RNN

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  • Forecasting tourism growth with State-Dependent Models

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  • Predictivity of tourism demand data

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  • Cross country relations in European tourist arrivals

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  • Forecasting occupancy rate with Bayesian compression methods

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  • A decomposition-ensemble approach for tourism forecasting

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  • Modelling’ UK tourism demand using fashion retail sales

    Open Access•Emmanuel Sirimal Silva, Hamidreza Hassani et al.•Annals of Tourism Research•2022

  • Denoising search query improves tourism forecasting

    Open Access•Wanyi Cao, Wen-xiang Cao et al.•Annals of Tourism Research•2025

  • Group pooling for deep tourism demand forecasting

    Open Access•Yishuo Zhang, Gang Li et al.•Annals of Tourism Research•2020

  • The Impact of the Covid-19 Crisis on Air Travel Demand

    Open Access•Xi Wu, Adam Blake•SAGE Open•2023

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  • Forecasting tourism demand

    Open Access•Fong-Lin Chu•Tourism Management•2004

  • Bayesian models for tourism demand forecasting

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  • Tourism forecasting

    Open Access•Kevin K F Wong, Kevin Wong et al.•Tourism Management•2007

  • A comparison of three different approaches to tourist arrival forecasting

    Open Access•Vincent Cho•Tourism Management•2003

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  • Combining volatility and smoothing forecasts of UK demand for international tourism

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    Open Access•Dimitrios Gounopoulos, Dimitris Petmezas et al.•Annals of Tourism Research•2012

  • Aggregate vs. Disaggregate Forecast

    Open Access•Shui Ki Wan, Shui-Ki Wan et al.•Annals of Tourism Research•2013

  • Forecasting tourist arrivals

    Open Access•Christine Lim, Michael McAleer•Annals of Tourism Research•2001

  • A canonical analysis of international tourism demand

    Open Access•Muzaffer Uysal, Joseph T O’leary et al.•Annals of Tourism Research•1986

  • Forecasting tourist arrivals in Barbados

    Open Access•Gerard S Dharmaratne•Annals of Tourism Research•1995

  • Tourism and growth

    Open Access•Nikolaos Antonakakis, Mina Dragouni et al.•Annals of Tourism Research•2015

Unique citing works38
Citations per year4,22
Citation span2017 - 2026 (10)
Citation velocitycurrent
Highly citedNo
Citation typesNeutral: 37

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