An empirical study on mobile-assisted civic and e-learning service through sentiment analysis

IF 1.2 Q4 COMPUTER SCIENCE, INTERDISCIPLINARY APPLICATIONS International Journal of Mobile Learning and Organisation Pub Date : 2023-01-01 DOI:10.1504/ijmlo.2023.128345
P.S. Vanitha, Sreejith Alathur
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引用次数: 1

Abstract

This paper aims to analyse the use of mobile phone assisted services in civic and academic learning. General and education-related learning applications useful to educate the users are considered as the input. This paper explores the literature into two different aspects: general and education-related mobile applications. The sentiment analysis is carried out to study users' emotions towards the mobile learning (mLearning) service. More than 30,000 tweets were collected. Through sentiment analysis, the users' awareness about mLearning application is analysed and compared. Fewer studies have reported the usefulness of civic learning apps introduced by government agencies. Moreover, the users' perceptions towards the mLearning apps in higher education are also less reported in the Indian context. The findings show the importance of improving mLearning services initiated by government agencies for civic and education-related learning. The suggestions are also provided for the improvement of mLearning services in India.
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基于情感分析的移动辅助公民与电子学习服务实证研究
本文旨在分析在公民和学术学习中使用手机辅助服务的情况。一般和教育相关的学习应用程序,对教育有用的用户被视为输入。本文探讨了两个不同方面的文献:一般和教育相关的移动应用程序。通过情感分析来研究用户对移动学习服务的情感。超过3万条推文被收集起来。通过情感分析,对用户对移动学习应用的认知进行分析和比较。很少有研究报告政府机构推出的公民学习应用程序的有用性。此外,在印度的背景下,用户对高等教育中移动学习应用程序的看法也较少报道。研究结果表明,改善由政府机构发起的移动学习服务对公民和教育相关学习的重要性。为印度移动学习服务的改进提供建议。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
4.10
自引率
6.70%
发文量
31
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