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• W1644636954 abstract "How to incorporate instructional strate- gies in computer-assisted learning systems in a sys- tematic manner has been a major research topic in recent years. 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 into account, and performs traits-based personaliza- tion of learning experience. This system is specifi- cally designed to conquer the difficulty of tutoring the topic on fundamental spatial geometry in the curriculums of engineering education. By conducting empirical evaluation with a small group of students, we observe that this adaptive mechanism can pre- vent potentially harmful scenario of styles- mismatching for learners with extreme learning styles. Suggestions from the empirical evaluations and the analysis of effect sizes are also presented in this paper as implications for further studies." @default.
• W1644636954 created "2016-06-24" @default.
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• W1644636954 date "2004-12-17" @default.
• W1644636954 modified "2023-10-18" @default.
• W1644636954 title "A web-based tutoring system with styles-matching strategy for learning spatial geometry" @default.
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