Design of an AI-empowered recommender system for travelling support: Individual traveler as an instance

Kuan Hua Lai, Neil Y. Yen, Mu Yen Chen

研究成果: Conference contribution

摘要

There are many things, which are often time-consuming, need to be prepared for individuals who travel by themselves. There are lots of recommendation systems built to support such type of travel. For instance, Skyscanner compares the fight ticket, recommends the cheapest ticket and provides booking flight ticket service. This paper targets to support individual traveler while arranging travel itinerary and travel-related issues through a newly proposed intelligent framework. This framework employs the techniques of artificial intelligence, collaborative filtering, Term Frequency-Inverse Document Frequency, and optimization algorithms. Systems, with support of our framework, may automatically suggest possible itineraries to individual travelers, save time for making arrangement, and reach personalization.

原文English
主出版物標題Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018
發行者Institute of Electrical and Electronics Engineers Inc.
頁面343-346
頁數4
ISBN(電子)9781538675182
DOIs
出版狀態Published - 2018 十月 26
事件16th IEEE International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018 - Athens, Greece
持續時間: 2018 八月 122018 八月 15

出版系列

名字Proceedings - IEEE 16th International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018

Conference

Conference16th IEEE International Conference on Dependable, Autonomic and Secure Computing, IEEE 16th International Conference on Pervasive Intelligence and Computing, IEEE 4th International Conference on Big Data Intelligence and Computing and IEEE 3rd Cyber Science and Technology Congress, DASC-PICom-DataCom-CyberSciTec 2018
國家Greece
城市Athens
期間18-08-1218-08-15

All Science Journal Classification (ASJC) codes

  • Computer Networks and Communications
  • Information Systems
  • Artificial Intelligence
  • Information Systems and Management
  • Safety, Risk, Reliability and Quality
  • Control and Optimization

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