Personalized recommendation systems in e-learning
Publish place: 5th Symposium on Advances in Science and Technology
Publish Year: 1390
نوع سند: مقاله کنفرانسی
زبان: English
View: 1,410
This Paper With 9 Page And PDF Format Ready To Download
- Certificate
- من نویسنده این مقاله هستم
استخراج به نرم افزارهای پژوهشی:
شناسه ملی سند علمی:
SASTECH05_131
تاریخ نمایه سازی: 22 مرداد 1391
Abstract:
With the expansion of web applications and numerouse developments in communications and knowledge distribution, e-learning – as one of the major applications in this context, has undergone leadning changes and improvements. Nowadays, content development , its shape and format are in less importance of elearning system development issues, but the way of presentation of this content in a manner of personalized and proportional to the learner's learning requirements is one of the most importance problems in e-learning. In the dominant paradigms of education, it is believed that different learners' learning happens through different methods, and every one has his individual information requirements in learning. Considering these differences in the process of learning and training can influence the effectiveness and development of e-learning. Personalized e-learning is a novel approach in e-learning. Applying personalized recommendation techniques in elearning system development can help selection of personalized elearning contents and objects to better meet the requirements of each single learner according to his specific learning needs. In this paper we review rescent advances in personalized elarning content recommendation system development and give suggestions for detectiong learning style of each learner based on the knowledge extraction through the learners' information and introduce an approach to learning style recognistion
Keywords:
Authors
Raheleh Yoosefzadeh
Master Student of University of Sistan and Baluchestan
Ali Akbar Niknafs
Faculty Member of University of Kerman
Baqer Kord
Faculty Member of University of Sistan and Baluchestan
مراجع و منابع این Paper:
لیست زیر مراجع و منابع استفاده شده در این Paper را نمایش می دهد. این مراجع به صورت کاملا ماشینی و بر اساس هوش مصنوعی استخراج شده اند و لذا ممکن است دارای اشکالاتی باشند که به مرور زمان دقت استخراج این محتوا افزایش می یابد. مراجعی که مقالات مربوط به آنها در سیویلیکا نمایه شده و پیدا شده اند، به خود Paper لینک شده اند :