Merhaba Misafir

A hybrid methodology for monitoring student activities in a cloud based E learning system

PDF

There is a rapid growth in technology and advancement of E- learrning systems . E-Learning is a network enabled transfer of skills that can enable people to learn anytime and anywhere. It is a platform that provides easy access to the upgradation of knowledge and skills. In this paper we are using cloud computing technologies and Intelligent video surveillance system in E-learning environment. Intelligent video surveillance system are widely used nowadays. They monitor the activities of a student in an e-learning environment. The intelligent surveillance system will learn the events itself by capturing the video and make a decision that whether the event is usual or unusual. The histogram of optical flow orientation, entropy and magnitude (HOFOME) and histogram of gradient are combined to preprocess the captured video frames. They classify the event based on the machine learning approach called Support Vector Machine (SVM).

Yayınlandığı Kaynak : TOJDEL (The Online Journal of Distance Education and e-Learning)
  • Yıl : 2018
  • Cilt : 6
  • ISSN : 2147-6454
  • Sayı : 2
  • Sayfa Aralığı : 1-7
  • IO Kayıt No : 71119
  • Yayıncı : Sakarya Üniversitesi Yayınları