Behaviour and Emotions of Working Professionals Towards Online Learning Systems: Sentiment Analysis

Behaviour and Emotions of Working Professionals Towards Online Learning Systems: Sentiment Analysis

Venkata Ramana Attili, Sreenivasa Rao Annaluri, Suresh Reddy Gali, Ramasubbareddy Somula
Copyright: © 2020 |Pages: 18
DOI: 10.4018/IJGCMS.2020040102
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Abstract

Student behaviour in the classroom depends on various influential factors (such as family, friends, locality, habits, etc.). Once a student enters into professional life after completing the graduation, it finds it difficult to get back to the learning process due to a variety of issues. In such situations, most of the students go for online courses to improve their skills or to get a promotion at work by upgrading their academic degrees. The tendency of working professionals attending online classes is increasing rapidly due to the vast development in technology in recent times and due to the demand for innovative Secunderabad, e technologies. In this paper, a detailed study on a variety of participants from different work domains was carried out to study the sentiments of working professionals by analysing their behaviour and emotions using Hadoop, big data, and R-Language. Using the RFacebook API, the functioning of the students was analysed in this work by using R programming. Results have shown that the behaviour of 89% working professionals is positive, and emotionally, 75% were satisfied with online courses. However, the tendency of being lazy was also expressed by many for online courses.
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1. Introduction

Student learning system (SLS) is changing with time and innovation for a good reason to adopt the best suitable provisions for the students to address the real-time challenges. With the changing systems and applications developed based on computers and mobiles with the support of internet connectivity, it becomes a great challenge for educational institutions. These challenges include the student behaviour in the classroom, overlooking the teaching staff with limited experience and exposure, underestimating the importance of book reading, undermining the traditional teaching methodologies, etc. Such a kind of behavioural changes in the student community demands careful monitoring towards their attitude for learning in the classroom, methods they follow while learning online using web applications on their computers and mobile phones at home, etc. In the recent times, various programs by professors from IIT’s, NIT’s are available online by centre for the development of advanced computing (C-DAC), national program on technology enhanced learning (NPTEL), etc. providing various certification courses are funded by HRD Ministry, Government of India. Such initiations are made by various governments globally, nationally and regionally to ensure that the youngsters are well trained to suit and fulfil the requirements of the industry to sustain with the daily life challenges in the technological world.

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