New developments in tourism and hotel demand modeling and forecasting

DC Wu, H Song, S Shen - International Journal of Contemporary …, 2017 - emerald.com
Purpose The purpose of this paper is to review recent studies published from 2007 to 2015
on tourism and hotel demand modeling and forecasting with a view to identifying the …

The relationships among nostalgic emotion, destination images and tourist behaviors: An empirical study of Istanbul

AE Akgün, HA Senturk, H Keskin, I Onal - Journal of Destination Marketing …, 2020 - Elsevier
Although a consensus exists in the literature regarding the operationalization of the affective
component of destination image, interestingly there is no agreement on the …

National-scale electricity peak load forecasting: Traditional, machine learning, or hybrid model?

J Lee, Y Cho - Energy, 2022 - Elsevier
As the volatility of electricity demand increases owing to climate change and electrification,
the importance of accurate peak load forecasting is increasing. Traditional peak load …

Daily tourism volume forecasting for tourist attractions

JW Bi, Y Liu, H Li - Annals of Tourism Research, 2020 - Elsevier
A novel approach based on long short-term memory (LSTM) networks that can incorporate
multivariate time series data, including historical tourism volume data, search engine data …

Forecasting destination weekly hotel occupancy with big data

B Pan, Y Yang - Journal of travel research, 2017 - journals.sagepub.com
Hospitality constituencies need accurate forecasting of future performance of hotels in
specific destinations to benchmark their properties and better optimize operations. As …

Effect of air quality in the place of origin on outbound tourism demand: Disposable income as a moderator

L Wang, B Fang, R Law - Tourism Management, 2018 - Elsevier
Tourism is largely dependent on climate and weather, and thus climatic attributes are
expected to alter decisions of tourists. Utilising transaction data from a leading online travel …

[HTML][HTML] Climate change: Impacts on outdoor activities in the summer and shoulder seasons

U Pröbstl-Haider, C Hödl, K Ginner… - Journal of Outdoor …, 2021 - Elsevier
The summer tourism market in Austria builds significantly on the country's opportunities for
outdoor recreation such as mountaineering, mountain biking or water sports. This paper …

The acceptance of climate adaptation measures in the event industry: a conceptual and empirical overview

K Werner, KM Griese, L Hoth - Event Management, 2024 - ingentaconnect.com
While recent studies have demonstrated that events are fundamentally climate sensitive, this
seems to not be fully considered in event research or corporate event practice. Thus, this …

The Cam** Climate Index (CCI): The development, validation, and application of a cam**-sector tourism climate index

S Ma, CA Craig, S Feng - Tourism Management, 2020 - Elsevier
Cam** is a nature-based tourism activity where individuals spend one or more night away
from home in an outdoor setting. Inherent in the definition are time and space, as well as …

Big Data analytics for forecasting tourism destination arrivals with the applied Vector Autoregression model

YY Liu, FM Tseng, YH Tseng - Technological Forecasting and Social …, 2018 - Elsevier
The prediction of tourist numbers is important for Destination Management and Marketing.
While most existing methods rely on well-structured statistical data, using web search …