A Novel Approach for Ubiquitous Learning Using Machine Learning Techniques

Author Name : G.Prabhu, Pl.Indhirajith, E. Kamaleshwaran, K.Thirumurugan, R.Kavitha

ABSTRACT

Research focuses on ubiquitous learning can be proceeded at any place and in any time through machine learning approach for online courses. Machine Learning helps us to collect the data and assessment to analyse and enhance the performance of the students for better academic results. Ubiquitous learning is the use of Computers and the Internet to distribute online courses and distance learning. The Lack of performance data and generally small enrolment makes the behaviour of learners captured as they interact with course content and with one another in Social Learning Networks is essential. Practical examination is the major challenging task in online mode, which Machine learning techniques can overcome. The research defines several machine learning features based on the processing of behaviours collected on the modes of human learning in a course and uses them in appropriate classifiers. It guides the students and results in improved learning  performance.