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題名 A Web-based Tutoring System with Styles-matching Strategy for Spatial Geometric Transformation
作者 Wang, Hao-Chuan ; Li, Tsai-Yen ; Chang, Chun-Yen
李蔡彥
關鍵詞 Adaptive hypermedia ;
     Web-based Learning ;
      Personalization ;
     Learning style ;
     Spatial ability
日期 2006-05
上傳時間 16-Dec-2008 16:36:33 (UTC+8)
摘要 It has been a major objective for researchers to develop computer systems that can effectively deliver instruction to learners. Therefore, how to incorporate instructional strategies in computer-assisted learning systems in a systematic manner deserves further investigation. In this paper, a style-matching strategy that attempts to match learning materials` styles to learners` latent traits is proposed and realized in a web-based tutoring system, called CooTutor. The mechanism of adaptive material selection takes learners` different spatial ability and learning styles as an integral learning profile into account, and performs traits-based personalization of learning experience. This system is specifically designed to conquer the difficulty of tutoring the topic on fundamental spatial geometry in conventional curriculums. By conducting empirical evaluation with a small group of students, it is found that CooTutor is generally beneficial to learning the domain, but the effect of the styles-matching mechanism remains inconclusive. The work aims to contribute to the community of adaptive hypermedia in providing an explorative example adopting the concern of individual difference for personalization. The system design, a usage scenario, and an exploratory evaluation are presented in this paper as implications for further studies.
關聯 Interacting with Computers, 18(3), 331-355
資料類型 article
DOI http://dx.doi.org/10.1016/j.intcom.2005.11.002
dc.creator (作者) Wang, Hao-Chuan ; Li, Tsai-Yen ; Chang, Chun-Yenen_US
dc.creator (作者) 李蔡彥-
dc.date (日期) 2006-05en_US
dc.date.accessioned 16-Dec-2008 16:36:33 (UTC+8)-
dc.date.available 16-Dec-2008 16:36:33 (UTC+8)-
dc.date.issued (上傳時間) 16-Dec-2008 16:36:33 (UTC+8)-
dc.identifier.uri (URI) https://nccur.lib.nccu.edu.tw/handle/140.119/14973-
dc.description.abstract (摘要) It has been a major objective for researchers to develop computer systems that can effectively deliver instruction to learners. Therefore, how to incorporate instructional strategies in computer-assisted learning systems in a systematic manner deserves further investigation. In this paper, a style-matching strategy that attempts to match learning materials` styles to learners` latent traits is proposed and realized in a web-based tutoring system, called CooTutor. The mechanism of adaptive material selection takes learners` different spatial ability and learning styles as an integral learning profile into account, and performs traits-based personalization of learning experience. This system is specifically designed to conquer the difficulty of tutoring the topic on fundamental spatial geometry in conventional curriculums. By conducting empirical evaluation with a small group of students, it is found that CooTutor is generally beneficial to learning the domain, but the effect of the styles-matching mechanism remains inconclusive. The work aims to contribute to the community of adaptive hypermedia in providing an explorative example adopting the concern of individual difference for personalization. The system design, a usage scenario, and an exploratory evaluation are presented in this paper as implications for further studies.-
dc.format application/en_US
dc.language enen_US
dc.language en-USen_US
dc.language.iso en_US-
dc.relation (關聯) Interacting with Computers, 18(3), 331-355en_US
dc.subject (關鍵詞) Adaptive hypermedia ;
     Web-based Learning ;
      Personalization ;
     Learning style ;
     Spatial ability
-
dc.title (題名) A Web-based Tutoring System with Styles-matching Strategy for Spatial Geometric Transformationen_US
dc.type (資料類型) articleen
dc.identifier.doi (DOI) 10.1016/j.intcom.2005.11.002en_US
dc.doi.uri (DOI) http://dx.doi.org/10.1016/j.intcom.2005.11.002en_US