Adaptive user interface for personalized transportation guidance system

Hiroyuki Nakamura, Yuan Gao, He Gao, Hongliang Zhang, Akifumi Kiyohiro, Tsunenori Mine

研究成果: ジャーナルへの寄稿学術誌査読

6 被引用数 (Scopus)

抄録

Public transportation guidance services, such asYahoo, Jorudan andNAVITIME, are widely used nowadays and support our daily lives. Although they provide useful services, they have not fully been personalized yet. This paper presents a personalized transportation system called PATRASH: Personalized Autonomous TRAnsportation recommendation System considering user context and History. In particular,we discuss anAdaptiveUser Interface (AUI) of PATRASH.Before designing a personalized route recommendation function for PATRASH’s AUI, we investigated possibilities and effectiveness of the function. First, we collected and analyzed 10 subjects’ usage histories of public transportation. Through this investigation, we confirmed the possibilities and effectiveness of the personalized route recommendation function. Second, we investigated the effectiveness of the basic functions of PATRASH’s AUI by comparing with two major transportation guidance systems in Japan. We evaluated those systems from the point of view of usabilities: click costs and time costs. The experimental results illustrate the effectiveness of AUI of PATRASH.

本文言語英語
ページ(範囲)119-134
ページ数16
ジャーナルIntelligent Systems Reference Library
90
DOI
出版ステータス出版済み - 2015

!!!All Science Journal Classification (ASJC) codes

  • コンピュータ サイエンス(全般)
  • 情報システムおよび情報管理
  • 図書館情報学

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