Abstract
In this research, a modified CF (Collaborative filtering) procedure is suggested to decide a destination for group travel planning service. Furthermore, a composite travel product includes hotel, and attraction in addition to the selection of a destination. For such a purpose, individual user’s personal requirements are represented by constraints, and a group constraints are constructed based on group member’s constraints. A two-phase group approximate satisfying constraint procedure is suggested to automate group decision making procedure for selecting their trip packages to improve group tourists’ convenience and their satisfaction. A group travel recommendation is suggested with an illustrative example and an experimental design is suggested to validate the suggested procedure.
Original language | English |
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Title of host publication | Intelligent Human Systems Integration - Proceedings of the 3rd International Conference on Intelligent Human Systems Integration IHSI 2020 |
Subtitle of host publication | Integrating People and Intelligent Systems |
Editors | Tareq Ahram, Waldemar Karwowski, Alberto Vergnano, Francesco Leali, Redha Taiar |
Publisher | Springer |
Pages | 1178-1183 |
Number of pages | 6 |
ISBN (Print) | 9783030395117 |
DOIs | |
Publication status | Published - 2020 |
Event | 3rd International Conference on Intelligent Human Systems Integration, IHSI 2020 - Modena, Italy Duration: 19 Feb 2020 → 21 Feb 2020 |
Publication series
Name | Advances in Intelligent Systems and Computing |
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Volume | 1131 AISC |
ISSN (Print) | 2194-5357 |
ISSN (Electronic) | 2194-5365 |
Conference
Conference | 3rd International Conference on Intelligent Human Systems Integration, IHSI 2020 |
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Country/Territory | Italy |
City | Modena |
Period | 19/02/20 → 21/02/20 |
Bibliographical note
Publisher Copyright:© Springer Nature Switzerland AG 2020.
Keywords
- Approximate constraint satisfaction
- Collaborative filtering
- Group recommender systems
- Travel recommender system