A neural network-based method in computer-supported collaborative learning systems
عنوان مقاله: A neural network-based method in computer-supported collaborative learning systems
شناسه ملی مقاله: ICELEARNING13_001
منتشر شده در سیزدهمین کنفرانس سالانه یادگیری و یاددهی الکترونیک در سال 1397
شناسه ملی مقاله: ICELEARNING13_001
منتشر شده در سیزدهمین کنفرانس سالانه یادگیری و یاددهی الکترونیک در سال 1397
مشخصات نویسندگان مقاله:
Hamid Sadeghi - Department of Computer Engineering, Hashtgerd Branch, Islamic Azad University, Hashtgerd, Iran
Mina Etehadi Abari - Department of Computer Engineering, University of Isfahan, Isfahan, Iran
خلاصه مقاله:
Hamid Sadeghi - Department of Computer Engineering, Hashtgerd Branch, Islamic Azad University, Hashtgerd, Iran
Mina Etehadi Abari - Department of Computer Engineering, University of Isfahan, Isfahan, Iran
Nobody can cast doubt on the fact that the advent of computer-supported collaborative learning (CSCL) hasmade a great revolution in educational systems. The first phase in CSCL is creating different learning groups withcompatible members. It is a key factor because having a prosperous collaboration depend on having compatibleteam-mates to do their tasks collaboratively. Although, a great number of studies in the literature reported severalmethods for assigning students to fitting groups all of them are bereft of offering a completely independent andintelligent system. This contribution suggests a neural-network grouping method in order to enhance speed,simplification, and correctness of group composition. Extensive experiments and evaluation illustrate the success ofour method and students are more satisfied and seize high knowledge levels when they are grouped via the proposedmethod.
کلمات کلیدی: Computer-supported collaborative learning; CSCL; Neural network; MLP; Group composition
صفحه اختصاصی مقاله و دریافت فایل کامل: https://civilica.com/doc/867232/