Applied Data Science in Tourism - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Data Science in Tourism write by Roman Egger. This book was released on 2022-01-31. Applied Data Science in Tourism available in PDF, EPUB and Kindle. Access to large data sets has led to a paradigm shift in the tourism research landscape. Big data is enabling a new form of knowledge gain, while at the same time shaking the epistemological foundations and requiring new methods and analysis approaches. It allows for interdisciplinary cooperation between computer sciences and social and economic sciences, and complements the traditional research approaches. This book provides a broad basis for the practical application of data science approaches such as machine learning, text mining, social network analysis, and many more, which are essential for interdisciplinary tourism research. Each method is presented in principle, viewed analytically, and its advantages and disadvantages are weighed up and typical fields of application are presented. The correct methodical application is presented with a "how-to" approach, together with code examples, allowing a wider reader base including researchers, practitioners, and students entering the field. The book is a very well-structured introduction to data science – not only in tourism – and its methodological foundations, accompanied by well-chosen practical cases. It underlines an important insight: data are only representations of reality, you need methodological skills and domain background to derive knowledge from them - Hannes Werthner, Vienna University of Technology Roman Egger has accomplished a difficult but necessary task: make clear how data science can practically support and foster travel and tourism research and applications. The book offers a well-taught collection of chapters giving a comprehensive and deep account of AI and data science for tourism - Francesco Ricci, Free University of Bozen-Bolzano This well-structured and easy-to-read book provides a comprehensive overview of data science in tourism. It contributes largely to the methodological repository beyond traditional methods. - Rob Law, University of Macau
Applied Data Science in Tourism
Applied Data Science in Tourism - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Applied Data Science in Tourism write by Roman Egger. This book was released on 2022. Applied Data Science in Tourism available in PDF, EPUB and Kindle. Access to large data sets has led to a paradigm shift in the tourism research landscape. Big data is enabling a new form of knowledge gain, while at the same time shaking the epistemological foundations and requiring new methods and analysis approaches. It allows for interdisciplinary cooperation between computer sciences and social and economic sciences, and complements the traditional research approaches. This book provides a broad basis for the practical application of data science approaches such as machine learning, text mining, social network analysis, and many more, which are essential for interdisciplinary tourism research. Each method is presented in principle, viewed analytically, and its advantages and disadvantages are weighed up and typical fields of application are presented. The correct methodical application is presented with a "how-to" approach, together with code examples, allowing a wider reader base including researchers, practitioners, and students entering the field. The book is a very well-structured introduction to data science - not only in tourism - and its methodological foundations, accompanied by well-chosen practical cases. It underlines an important insight: data are only representations of reality, you need methodological skills and domain background to derive knowledge from them. - Hannes Werthner, Vienna University of Technology. Roman Egger has accomplished a difficult but necessary task: make clear how data science can practically support and foster travel and tourism research and applications. The book offers a well-taught collection of chapters giving a comprehensive and deep account of AI and data science for tourism. - Francesco Ricci, Free University of Bozen-Bolzano. This well-structured and easy-to-read book provides a comprehensive overview of data science in tourism. It contributes largely to the methodological repository beyond traditional methods. - Rob Law, University of Macau.
Analytics in Smart Tourism Design
Analytics in Smart Tourism Design - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Analytics in Smart Tourism Design write by Zheng Xiang. This book was released on 2016-10-12. Analytics in Smart Tourism Design available in PDF, EPUB and Kindle. This book presents cutting edge research on the development of analytics in travel and tourism. It introduces new conceptual frameworks and measurement tools, as well as applications and case studies for destination marketing and management. It is divided into five parts: Part one on travel demand analytics focuses on conceptualizing and implementing travel demand modeling using big data. It illustrates new ways to identify, generate and utilize large quantities of data in tourism demand forecasting and modeling. Part two focuses on analytics in travel and everyday life, presenting recent developments in wearable computers and physiological measurement devices, and the implications for our understanding of on-the-go travelers and tourism design. Part three embraces tourism geoanalytics, correlating social media and geo-based data with tourism statistics. Part four discusses web-based and social media analytics and presents the latest developments in utilizing user-generated content on the Internet to understand a number of managerial problems. The final part is a collection of case studies using web-based and social media analytics, with examples from the Sochi Olympics on Twitter, leveraging online reviews in the hotel industry, and evaluating destination communications and market intelligence with online hotel reviews. The chapters in this section collectively describe a range of different approaches to understanding market dynamics in tourism and hospitality.
Big Data Analytics for the Prediction of Tourist Preferences Worldwide
Big Data Analytics for the Prediction of Tourist Preferences Worldwide - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook Big Data Analytics for the Prediction of Tourist Preferences Worldwide write by N. Padmaja. This book was released on 2024-02-22. Big Data Analytics for the Prediction of Tourist Preferences Worldwide available in PDF, EPUB and Kindle. Big Data Analytics for the Prediction of Tourist Preferences Worldwide explores the benefits, importance and demonstrates how Big Data can be applied in predicting tourist preferences and delivering tourism services in a customer friendly manner.
International Handbook of Skill, Education, Learning, and Research Development in Tourism and Hospitality
International Handbook of Skill, Education, Learning, and Research Development in Tourism and Hospitality - read free eBook in online reader or directly download on the web page. Select files or add your book in reader. Download and read online ebook International Handbook of Skill, Education, Learning, and Research Development in Tourism and Hospitality write by Anukrati Sharma. This book was released on 2024-11. International Handbook of Skill, Education, Learning, and Research Development in Tourism and Hospitality available in PDF, EPUB and Kindle. This handbook provides new dimensions and directions to design tourism education curriculums and transform students' learning. It delves into issues such as job opportunities, business opportunities, required skill sets, and the role of critical and creative thinking in tourism education, and focuses on a shift in mindset from R&D (research and development) to L&D (learning and development), to aid in gaining in-the-field knowledge. It presents a global perspective on the latest trends, innovative curriculum, research, and skill needs in the travel, tourism, and hotel industry via empirical, theoretical, and conceptual chapters, as well as through global case studies. This handbook explores how to develop the skills, attributes and prospects for employment in these competitive industries, and also highlights what employers in the tourism and hospitality sectors expect from graduate and/or post-graduate candidates. Besides examining the contribution of tourism education towards a better society, this handbook introduces a new way of designing curriculums, and examines the past practices, current trends, and future opportunities in the field.
