Short Term Tourism Forecasts

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Short-term Tourism Forecasts

Author : Anthony Edwards
Publisher : Unknown
Page : 160 pages
File Size : 47,8 Mb
Release : 1989
Category : Business & Economics
ISBN : STANFORD:36105038579194

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Short-term Tourism Forecasts by Anthony Edwards Pdf

Chapter Short-term forecasts on time series for tourism in Lombardy

Author : Elena Diceglie,Andrea Marletta,Roberta ROSSI
Publisher : Unknown
Page : 0 pages
File Size : 49,9 Mb
Release : 2023
Category : Electronic
ISBN : 9791221501063

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Chapter Short-term forecasts on time series for tourism in Lombardy by Elena Diceglie,Andrea Marletta,Roberta ROSSI Pdf

Data from official sources on nights spent in an accommodation for tourists in Lombardy are available until 2021. These data on touristic flows for 2020 and 2021 registered a clear downfall because of restrictions related to Covid-19. The aim of this paper is to verify the presence of a full or partial recover of tourists in provinces of Lombardy using short-term predictions for 2022. A time-series procedure has been applied to obtain a forecast estimate for 2022 using an ARMA model with the addition of an exogenous variable. The hypothesis at the basis of the model is that a punctual estimate of the touristic flows could be obtained using an auxiliary variable explaining the number of employees in the food services and hospitality industry. This auxiliary variable is represented as the difference between the number of starting work contracts and the contract terminations. These data are available thanks to the Informative system of mandatory communications provided by the Italian Minister of Labour. The availability of this information is daily guaranteed at level of single municipality but for the purpose of this paper, data have been aggregated at province level. The short-term predictions obtained for 2022 have been used to verify the presence of a recovery respect to the pandemic emergency of Covid-19 using a double growth rate. A first growth rate has been computed comparing the number of estimated tourists respect to the 2021 measuring the existence of a rebound after the restrictions. A second growth rate measured the estimates for 2021 respect to the presences of 2019 to monitor the trends in Lombardy compared to the before Covid-19 period. Preliminary results showed an evident upswing respect to 2021 and a partial recovery respect to 2019 for the majority of Lombard provinces.

Inbound Tourism Short-term Scenarios

Author : Tourism Forecasting Council
Publisher : Unknown
Page : 36 pages
File Size : 43,6 Mb
Release : 1998
Category : Asia
ISBN : CORNELL:31924085249930

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Inbound Tourism Short-term Scenarios by Tourism Forecasting Council Pdf

Tourism Forecasting and Marketing

Author : Kevin Wong,Haiyan Song
Publisher : Routledge
Page : 160 pages
File Size : 45,8 Mb
Release : 2012-10-12
Category : Business & Economics
ISBN : 9781136411557

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Tourism Forecasting and Marketing by Kevin Wong,Haiyan Song Pdf

Stay up to date with the most effective practices in tourism demand forecasting! Tourism Forecasting and Marketing presents vital, up-to-date research on the latest practice and applications of tourism demand modeling and forecasting. The book addresses both econometric and time series approaches to forecasting, focusing on the concepts, model specification, data analysis, and methodologies used in day-to-day tourism planning. An international panel of practitioners and academics call on a diverse range of empirical research findings to discuss commonly used theoretical frameworks for forecasting and future directions tourism demand is likely to take. Tourism Forecasting and Marketing presents research findings from the United States, the United Kingdom, Asia, and Australia that are invaluable for guiding government and private sector tourism investment and development decisions. The book addresses traditional versus modern forecasting techniques; evaluations of current and past forecasting methods; modeling and forecasting destination choice; and the impact of forecasting and marketing on tourism demand. Topics include: using time series models to forecast inbound tourism demand for China and Greece determining the economic factors that influence tourism demand in Hong Kong, Indonesia, and Malaysia examining domestic travel expenditures in South Korea developing a model to forecast ski tourism using the Palmore cohort analysis for tourism forecasting and much more! Tourism Forecasting and Marketing is an important textbook for educators and students working in tourism policy planning and management, and tourism marketing. The book is equally effective as a reference for travel and tourism researchers, and for professionals dealing with tourism demand analysis and forecasting.

Tourism and Hospitality in the 21st Century

Author : Andrew Lockwood
Publisher : Routledge
Page : 344 pages
File Size : 42,9 Mb
Release : 2007-06-07
Category : Business & Economics
ISBN : 9781136354045

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Tourism and Hospitality in the 21st Century by Andrew Lockwood Pdf

'Tourism and Hospitality in the 21st Century' examines current global dimensions, patterns and trends; provides a view of the external environment in which tourism and hospitality industries operate; reviews past, present and future tourism and hospitality research; considers trends in world population and standard of living; examines current and likely future trends and developments in work and leisure; and considers how tourism and future tourists may differ from today's tourism and tourists. Written for senior personnel in private and public sector tourism and hospitality operations; international and national official tourism bodies and other organizations; universities and other higher education institutions; consultancy, finance, construction and supply industries; and as a reference point for students.

Tourism and Hospitality in the 21st Century

Author : S Medlik
Publisher : Routledge
Page : 344 pages
File Size : 55,9 Mb
Release : 2009-11-03
Category : Business & Economics
ISBN : 9781136353987

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Tourism and Hospitality in the 21st Century by S Medlik Pdf

'Tourism and Hospitality in the 21st Century' is a collection of essays which consider the future of tourism and hospitality. The international team of contributors represent a wide range of interests involved in tourism and hospitality. Divided into three parts, this book analyses: · Global dimensions, patterns and trends -demographic, social, economic and technical · Regional development of such areas as Africa, Asia, Europe and America, among others · The future of various sectors within the industries - such as transport, tourist attractions, coastal resorts and timesharing. 'Tourism and Hospitality in the 21st Century' is suitable for: senior personnel in private and public sector tourism and hospitality operations; international and national official tourism bodies and other organizations; universities and other higher education institutions; universitties and other higher education institutions; consultancy; finance, construction and supply industries; and as a reference point for students.

Forecasting Tourism Demand

Author : Douglas Frechtling
Publisher : Routledge
Page : 305 pages
File Size : 48,9 Mb
Release : 2012-05-23
Category : Business & Economics
ISBN : 9781136402418

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Forecasting Tourism Demand by Douglas Frechtling Pdf

'Forecasting tourism demand' is a text that no tourism professional can afford to be without. The tourism industry has experienced an overwhelming boom over recent years, and being able to predict future trends as accurately as possible is vital in the struggle to stay one step ahead of the competition. Building on the success of 'Practical Tourism Forecasting' this text looks at 13 methods of forecasting and with a user friendly style, 'Forecasting Tourism Demand' guides the reader through each method, highlighting its strengths and weaknesses and explaining how it can be applied to the tourism industry. 'Forecasting Tourism Demand' employs charts and tables to explain how to: * plan a forecasting project * analyse time series and other information * select the appropriate forecasting model * use the model for forecasting and evaluate its results Ideal for marketing managers and strategic planners in business, transportation planners and economic policy makers in government who must project demand for their products among tourists. Executives who rely on forecasts prepared by others will find it invaluable in assisting them to evaluate the validity and reliability of predictions and forecasts. Those engaged in analysing business trends will find it useful in surveying the future of what has been called the largest industry in the world.

Tourism Economics and Policy

Author : Larry Dwyer,Peter Forsyth,Wayne Dwyer
Publisher : Channel View Publications
Page : 555 pages
File Size : 55,7 Mb
Release : 2020-01-14
Category : Business & Economics
ISBN : 9781845417345

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Tourism Economics and Policy by Larry Dwyer,Peter Forsyth,Wayne Dwyer Pdf

Since the publication of the first edition of this seminal textbook, the tourism economics landscape has undergone many changes. In this concise revised edition, the authors have incorporated new approaches and ideas influencing tourism economics and policy. This includes discussions of the implications of the sharing economy and its effect on industry structure in accommodation and transport, and Artificial Intelligence (AI) techniques that are being increasingly employed in tourism forecasting. It also includes new material on surface and marine transport, resident quality of life issues, the price mechanism, the economic contribution of tourism, tourism and economic growth, and tourism and sustainable development. It remains an important and accessible text for students, researchers and practitioners in tourism economics and tourism policy.

Forecasting Air Travel Demand

Author : Yafei Zheng,Kin Keung Lai,Shouyang Wang
Publisher : Routledge
Page : 156 pages
File Size : 41,8 Mb
Release : 2018-01-03
Category : Business & Economics
ISBN : 9781351215497

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Forecasting Air Travel Demand by Yafei Zheng,Kin Keung Lai,Shouyang Wang Pdf

This book provides an updated, concise summary of forecasting air travel demand methodology. It looks at air travel demand forecasting research and attempts to outline the whole intellectual landscape of demand forecasting. It helps readers to understand the basic idea of TEI@I methodology used in forecasting air travel demand and how it is used in developing air travel demand forecasting methods. The book also discusses what to do when facing different forecasting problems making it a useful reference for business practitioners in the industry.

The Routledge Handbook of Tourism and Sustainability

Author : C. Michael Hall,Stefan Gossling,Daniel Scott
Publisher : Routledge
Page : 723 pages
File Size : 46,8 Mb
Release : 2015-02-11
Category : Business & Economics
ISBN : 9781135099138

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The Routledge Handbook of Tourism and Sustainability by C. Michael Hall,Stefan Gossling,Daniel Scott Pdf

Routledge Handbook of Tourism and Sustainability from C. Michael Hall, Stefan Gössling, Daniel Scott is one of the winners of the ITB BookAwards 2016 in the category Specialist tourism literature! Sustainability remains one of the major issues in tourism today. Concerns over climate and environmental change, the fallout from the global economic and financial crisis, and the seeming failure to meeting UN Millennium development goals have only reinforced the need for more sustainable approaches to tourism, however they be defined. Given the centrality of sustainability in tourism curricula, policies, research and practice it is therefore appropriate to prepare a state of the art handbook on the relationship between tourism and sustainability. This timely Handbook of Tourism and Sustainability is developed from specifically commissioned original contributions from recognised authors in the field, providing a systematic guide to the current state of knowledge on this area. It is interdisciplinary in coverage and international in scope through its authorship and content. The volume commences with an assessment of tourism’s global environmental, e.g. climate, emissions, energy use, biodiversity, water use, land use, and socio-economic effects, e.g. economic impacts, employment and livelihoods, culture. This then provides the context for sections outlining the main theoretical frameworks and constructs that inform tourism and sustainability, management tools and approaches, and the approaches used in different tourism and travel industry sectors. The book concludes by examining emerging and future concerns in tourism and sustainability such as peak-oil, post-carbon tourism, green economy and transition tourism. This is essential reading for students, researches and academics interested in the possibilities of sustainable forms of tourism and tourism’s contribution to sustainable development. Its assessment of tourism’s global impact along with its overviews of sectoral and management approaches will provide a benchmark by which the sustainability of tourism will be measured for years to come.

Trends in European Tourism Planning and Organisation

Author : Carlos Costa,Emese Panyik,Dimitrios Buhalis
Publisher : Channel View Publications
Page : 368 pages
File Size : 50,5 Mb
Release : 2013-10-07
Category : Business & Economics
ISBN : 9781845414139

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Trends in European Tourism Planning and Organisation by Carlos Costa,Emese Panyik,Dimitrios Buhalis Pdf

Written by leading international tourism researchers, this book examines the key trends in European tourism planning and organisation. It introduces a theoretical framework to tourism planning and organisation using a procedural and structural approach. Despite having a European focus, it is globally relevant as many lessons from Europe can be applied to international tourism development. The book identifies and discusses six key themes in the context of European tourism planning and organisation: territory, actors and structures, economics, policy, methods and techniques and vision. It also identifies leading and emerging practices and offers a new vision for European tourism planning.

Recurrent Neural Networks for Short-Term Load Forecasting

Author : Filippo Maria Bianchi,Enrico Maiorino,Michael C. Kampffmeyer,Antonello Rizzi,Robert Jenssen
Publisher : Springer
Page : 72 pages
File Size : 51,6 Mb
Release : 2017-11-09
Category : Computers
ISBN : 9783319703381

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Recurrent Neural Networks for Short-Term Load Forecasting by Filippo Maria Bianchi,Enrico Maiorino,Michael C. Kampffmeyer,Antonello Rizzi,Robert Jenssen Pdf

The key component in forecasting demand and consumption of resources in a supply network is an accurate prediction of real-valued time series. Indeed, both service interruptions and resource waste can be reduced with the implementation of an effective forecasting system. Significant research has thus been devoted to the design and development of methodologies for short term load forecasting over the past decades. A class of mathematical models, called Recurrent Neural Networks, are nowadays gaining renewed interest among researchers and they are replacing many practical implementations of the forecasting systems, previously based on static methods. Despite the undeniable expressive power of these architectures, their recurrent nature complicates their understanding and poses challenges in the training procedures. Recently, new important families of recurrent architectures have emerged and their applicability in the context of load forecasting has not been investigated completely yet. This work performs a comparative study on the problem of Short-Term Load Forecast, by using different classes of state-of-the-art Recurrent Neural Networks. The authors test the reviewed models first on controlled synthetic tasks and then on different real datasets, covering important practical cases of study. The text also provides a general overview of the most important architectures and defines guidelines for configuring the recurrent networks to predict real-valued time series.

Econometric Modelling and Forecasting of Tourism Demand

Author : Doris Chenguang Wu,Gang Li,Haiyan Song
Publisher : Taylor & Francis
Page : 327 pages
File Size : 42,8 Mb
Release : 2022-10-27
Category : Business & Economics
ISBN : 9781000773446

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Econometric Modelling and Forecasting of Tourism Demand by Doris Chenguang Wu,Gang Li,Haiyan Song Pdf

This insightful and timely volume provides a succinct, expert-led introduction to the latest developments in advanced econometric methodologies in the context of tourism demand modelling and forecasting. Written by a plethora of worldwide experts on this topic, this book offers a comprehensive approach to tourism econometrics. Accurate demand forecasts are crucial to decision-making in the tourism industry and this book provides real-life tourism applications and the corresponding R code alongside theoretical foundations, in order to enhance understanding and practice amongst its readers. The methodologies introduced include general to specific modelling, cointegration, vector autoregression, time-varying parameter modelling, spatiotemporal econometric models, mixed-frequency forecasting, hybrid forecasting models, forecasting combination techniques, density forecasting, judgemental forecasting, scenario forecasting under crisis, and web-based tourism forecasting. Embellished with insightful figures and tables throughout, this book is an invaluable resource for those using advanced econometric methodologies in their studies and research, including both undergraduate and postgraduate students, researchers, and practitioners.

Marketing Efficiency in Tourism

Author : Dr. Peter Keller,Professor Dr. Thomas Bieger
Publisher : Erich Schmidt Verlag GmbH & Co KG
Page : 276 pages
File Size : 53,8 Mb
Release : 2006
Category : Tourism
ISBN : 3503097244

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Marketing Efficiency in Tourism by Dr. Peter Keller,Professor Dr. Thomas Bieger Pdf

Applications of Operational Research and Mathematical Models in Management

Author : Miltiadis Chalikias
Publisher : MDPI
Page : 182 pages
File Size : 46,6 Mb
Release : 2020-11-17
Category : Mathematics
ISBN : 9783039433803

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Applications of Operational Research and Mathematical Models in Management by Miltiadis Chalikias Pdf

This book, Applications of Operational Research and Mathematical Models in Management, includes all the papers published in the Mathematics Special Issue with the same title. All the published papers are of high quality and were subjected to rigorous peer review. Mathematics is included in the Science Citation Index (Web of Science), and its current Impact Factor is 1.747. The papers in this book deal with on R&D performance models, methods for ranking the perspectives and indicators of a balance scorecard, robust optimization model applications, integrated production and distribution problem solving, demand functions, supply chain games, probabilistic optimization and profit research, coordinated techniques for order preference, robustness approaches in bank capital optimization, and hybrid methods for tourism demand forecasting. All the papers included contribute to the development of research.