An Adaptive Multilevel Feedback based Learning Management Framework on Cloud Environment
U. Udhaya Kumar1, G. Murugaboopathi2
1U. Udhaya Kumar, Scholar, Department of Computer Science, Bharathiar University, Coimbatore (Tamil Nadu), India.
2G. Murugaboopathi, Associate Professor, Department of Computer Science and Engineering, Kalasalingam Academy of Research and Education College, Krishnankoil (Tamil Nadu), India.
Manuscript received on 01 December 2019 | Revised Manuscript received on 19 December 2019 | Manuscript Published on 31 December 2019 | PP: 529-533 | Volume-8 Issue-4S2 December 2019 | Retrieval Number: D10991284S219/2019©BEIESP | DOI: 10.35940/ijrte.D1099.1284S219
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© The Authors. Blue Eyes Intelligence Engineering and Sciences Publication (BEIESP). This is an open access article under the CC-BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/)
Abstract: Internet becomes the key source of communication to engage with everyone and everywhere around the world at any time. The advent of internet provides enormous way to transform an existing system into digital form. The impact of this adoption reflected back in all the domains, notably in healthcare, education, communication and so on. Information and Communication Technology (ICT) is a collective term, represents the components and infrastructure that enables the modern day computing. Cloud Computing is an essential part of ICT that delivers the computing services and resources based on demand and availability. It provides flexibility to the stakeholders to scale their resources virtually. All these technologies make the activities of day-to-day life easier and comfortable. E-Learning becomes an emerging concept that inherits the functionalities of modern day computing approaches. To makes the learner more engaging and interactive with the courses, new frameworks are developed online. With the help of cloud platform, delivering education-related services becomes handy. In this paper, a new concept is introduced with a thematic framework in theoretical aspects to improve the way to deliver personalized recommendations to the user based on the feedback provided on each course enrolled by the learner. This system helps the learners to select a course that is more relevant to their domain. Moreover, this feedback system helps the instructor of the course to improve their standard by providing some suggestions based on the learners comments. This system could be beneficial for both the learner as well as the instructor by providing personalized recommendations.
Keywords: Cloud Computing, E-Learning, Feedback System, Learning Management System, Natural Language Processing.
Scope of the Article: Cloud Computing