Big Data Analytics for the Prediction of Tourist Preferences Worldwide
eBook - ePub

Big Data Analytics for the Prediction of Tourist Preferences Worldwide

  1. 172 pages
  2. English
  3. ePUB (mobile friendly)
  4. Available on iOS & Android
eBook - ePub

Big Data Analytics for the Prediction of Tourist Preferences Worldwide

About this book

Big Data analytics and machine learning are being adopted in a range of industries – but how can these technologies be utilised and what can they offer to the tourism industry? In the process of their journeys and in their decision-making processes, people who travel contribute to the generation of a huge flow of data; all this information is a potential base for creating smart destinations and improving tourism organizations' potential to customize their products and service offerings.

The real execution of such inventive forms of data-driven value generation in tourism continues to be more restricted to the theory or used in a few exceptional cases. Big data and machine learning techniques in tourism persists as an unclear concept and a subject of investigation that necessitates closer analysis from an extensive range of field and research methods. Big Data Analytics for the Prediction of Tourist Preferences Worldwide tackles this challenge, exploring the benefits, importance and demonstrates how Big Data can be applied in predicting tourist preferences and delivering tourism services in a customer friendly manner.

The authors provide theoretical and experiential contributions designed to see a wider adoption of these technologies in the tourism industry.

Trusted by 375,005 students

Access to over 1.5 million titles for a fair monthly price.

Study more efficiently using our study tools.

Information

Year
2024
Print ISBN
9781835493397
eBook ISBN
9781835493403

Table of contents

  1. Cover
  2. Half-Title
  3. Title
  4. Copyright
  5. Contents
  6. List of Figures and Tables
  7. List of Abbreviations
  8. Preface
  9. 1. Introduction
  10. 2. Literature Review
  11. 3. Design of the Proposed System
  12. 4. Predicting Preferences of International and Domestic Tourists Using Association Rule Mining Algorithm
  13. 5. Predicting Hotel Preferences of International and Domestic Tourists Using Pointwise Mutual Information
  14. 6. Big Data Analytics in Predicting Tourist Preferences Based on Hotel Ratings Using Multiclass Multilabel Classification Algorithm
  15. 7. Performance Evaluation
  16. 8. Discussion and Conclusion
  17. References

Frequently asked questions

Yes, you can cancel anytime from the Subscription tab in your account settings on the Perlego website. Your subscription will stay active until the end of your current billing period. Learn how to cancel your subscription
No, books cannot be downloaded as external files, such as PDFs, for use outside of Perlego. However, you can download books within the Perlego app for offline reading on mobile or tablet. Learn how to download books offline
Perlego offers two plans: Essential and Complete
  • Essential is ideal for learners and professionals who enjoy exploring a wide range of subjects. Access the Essential Library with 800,000+ trusted titles and best-sellers across business, personal growth, and the humanities. Includes unlimited reading time and Standard Read Aloud voice.
  • Complete: Perfect for advanced learners and researchers needing full, unrestricted access. Unlock 1.5M+ books across hundreds of subjects, including academic and specialized titles. The Complete Plan also includes advanced features like Premium Read Aloud and Research Assistant.
Both plans are available with monthly, semester, or annual billing cycles.
We are an online textbook subscription service, where you can get access to an entire online library for less than the price of a single book per month. With over 1.5 million books across 990+ topics, we’ve got you covered! Learn about our mission
Look out for the read-aloud symbol on your next book to see if you can listen to it. The read-aloud tool reads text aloud for you, highlighting the text as it is being read. You can pause it, speed it up and slow it down. Learn more about Read Aloud
Yes! You can use the Perlego app on both iOS and Android devices to read anytime, anywhere — even offline. Perfect for commutes or when you’re on the go.
Please note we cannot support devices running on iOS 13 and Android 7 or earlier. Learn more about using the app
Yes, you can access Big Data Analytics for the Prediction of Tourist Preferences Worldwide by N. Padmaja,Rajalakshmi Subramaniam,Sanjay Mohapatra in PDF and/or ePUB format, as well as other popular books in Business & Consumer Behaviour. We have over 1.5 million books available in our catalogue for you to explore.