Frame based Intelligent Tutoring System with weighted attributes and adaptive hypermedia
| Autor: | A. Kannammal, Aditya Chopra, Devang Negandhi, V. Ramachandran, Soumith Chintala, N. Ch. S. N. Iyengar |
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| Rok vydání: | 2010 |
| Předmět: |
Flexibility (engineering)
Multimedia Computer science business.industry media_common.quotation_subject Interface (computing) Frame (networking) Machine learning computer.software_genre General Business Management and Accounting Intelligent tutoring system Computer Science Applications ComputingMilieux_COMPUTERSANDEDUCATION Aptitude Adaptive learning Artificial intelligence Adaptive hypermedia User interface business computer media_common |
| Zdroj: | International Journal of Electronic Business. 8:342 |
| ISSN: | 1741-5063 1470-6067 |
| Popis: | In this paper, we present an adaptive tutoring system for students of multiple domains with a web-based interface for flexibility. The displayed media is adapted according to the student's capability and aptitude by evaluating the student according to historical data and quizzes. The media is divided into dynamic frames and the content of each frame is displayed adaptively. A weighted approach is used to evaluate the student's capability, and frames are generated based on a beta distribution. The initial evaluation of the system based on a paper simulation showed encouraging results. |
| Databáze: | OpenAIRE |
| Externí odkaz: |
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