Models and Applications of Tourists? Travel Behavior
Language: English
Published by Elsevier, 2025
- Softcover
- Used
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- Title
- Models and Applications of Tourists? Travel Behavior
- Author
- Pagliara, Francesca; Aria, Massimo; Mauriello, Filomena
- Publisher
- Elsevier
- Publication year
- 2025
- Condition
- As New
- Binding
- Soft cover
- Language
- English
- ISBN 10
- 0443265933
- ISBN 13
- 9780443265938
Models and Applications of Tourists’ Travel Behavior offers an exhaustive overview of various approaches to modeling tourists’ travel behavior, aiding readers in selecting the most suitable theoretical approach based on the available data. The book bridges traditional travel behavior theories and tourist studies, introducing specific tourist contexts in travel demand modeling. It transcends theoretical understanding, providing practical insights for choosing the right model and data source. It covers theoretical, descriptive, and statistical approaches to modeling, discussing choice models based on both Stated Preference Data and Revealed Preference Data.
The book starts by exploring the role of transport in tourist travel behavior and employs a comprehensive literature review to establish a foundational understanding. The concluding chapters delve into machine learning methods, emphasizing the modeling of transport in tourism, including mode choice, waiting time, and delay modeling. This resource is beneficial for educators, students, and researchers alike, providing a solid foundation for future model development.
- Includes the latest advances in methodologies, such as machine learning algorithms, mixed methods, and how to leverage big data to complement traditional regression models
- Compares the pros and cons of each method to help with choosing the appropriate model for each scenario
- Covers all modes of transportation while uniquely focusing on the tourist context in the modeling process
"Synopsis" may belong to another edition of this title.
About the Author
Massimo Aria is Full Professor in Statistics for Social Sciences in the Department of Economics and Statistics at the University of Naples Federico II and has a Ph.D. in Computational Statistics. His main research fields are bibliometrics, science mapping, systematic literature reviews, statistical survey, and machine learning. He led several statistical surveys and data science projects in the economic, social, tourism, and healthcare fields. Massimo Aria is the author of over 100 scientific articles published in international journals and co-author of the Bibliometrix R-Package and its Biblioshiny web app which are considered the most complete and user-friendly science mapping software.
Filomena Mauriello is an Assistant Professor at the University of Naples Federico II. She obtained two PhDs, the first in "Engineering of hydraulic transport and territorial systems", the second in "Computational statistics." Her research focuses on Road Safety, regarding two main areas: study of drivers' behavior by analyzing the continuous driving profiles obtained through experiments in the simulated field or the real field; and analysis of road accidents through econometric and machine learning techniques. Recently, her research focused on the study of vulnerable users, such as pedestrians, motorcyclists and cyclists.
"About the title" may belong to another edition of this title.
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