ITravel: A recommender system in mobile peer-to-peer environment

Wan Shiou Yang, San Yih Hwang

研究成果: Article同行評審

78 引文 斯高帕斯(Scopus)

摘要

Recommender systems in mobile tourism have attracted considerable interest during the past decade. However, most existing recommender systems in mobile tourism fail to exploit information, evaluations or ratings provided by other tourists of similar interests. In this research, we propose to facilitate attraction recommendation task by exploring other tourists' ratings on their visited attractions. The proposed approach employs mobile peer-to-peer communications for exchanging ratings via their mobile devices. A cost-effective travel recommender system - iTravel - thus is developed to provide tourists with on-tour attraction recommendation. We propose three data exchange methods that allow users to effectively exchange their ratings toward visited attractions. Simulated experiments are performed to evaluate the proposed data exchange methods and a user study is conducted to validate the usability of the proposed iTravel system.

原文English
頁(從 - 到)12-20
頁數9
期刊Journal of Systems and Software
86
發行號1
DOIs
出版狀態Published - 2013 一月 1

All Science Journal Classification (ASJC) codes

  • Software
  • Information Systems
  • Hardware and Architecture

指紋 深入研究「ITravel: A recommender system in mobile peer-to-peer environment」主題。共同形成了獨特的指紋。

引用此