Adaptive e-learning system

Author: 
Richard Joseph., Swapnali Ghumkar., Krishna Shahri., Ashish Mishra and Leena Chavan

Adaptive learning is a kind of learning environment which provides individual learning. It can customize the learning style according to the individual’s personality and characteristics. Adaptive E-learning, refers to a training concept in which technology is introduced step by step in all aspects of the business of training. One of the key factors in such systems is the correct and continuous identification of the user learning style, such as to provide the most appropriate content presentation to each individual user. This system is capable of recommending learning content of potential interest to a user and also the likely Web browsing action on the current item using a novel similarity measure approach. The system is able to deliver the learning objects composing a course either by following the organization defined in the course’s manifesto, or by dynamically choosing the sequence in which the learning objects that compose a lesson should be delivered. The latter sequencing is done on the basis of the learner responses to tests.

Download PDF: 
DOI: 
http://dx.doi.org/10.24327/ijcar.2018.10133.1703
Select Volume: 
Volume7