Insights on Implications of Cognitive Computing in Leveraging Online Education Systems

IF 0.3 Q4 EDUCATION & EDUCATIONAL RESEARCH
M. Kantipudi, Dr Rajanikanth Aluvalu, V. Maheswari, M. Raisinghani
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引用次数: 0

Abstract

Cognitive computing offers a good range of technological platforms that enhance the performance of online learning systems and is meant for assisting both instructors as well as students in leveraging the delivery of enriched content. In comparison to conventional e-learning systems, the inclusion of cognitive computing can escalate the performance efficiency of online learning. As a result, natural language processing and machine learning have generated a lot of interest in the research community. At present, it is an ongoing exploration towards finding the best possible means to use cognitive computing. The manuscript proposes a tentative plan for the next level of implementation using contextual analysis in order to improve the interaction between the computational model and user, as well as a proposition of using the network for analyzing massive educational data. This manuscript offers insights into the strength of using cognitive computing in an educational system and offers a future plan to and integrate it for an optimal learning experience by each learner/student.
认知计算在利用在线教育系统中的意义
认知计算提供了一系列提高在线学习系统性能的技术平台,旨在帮助教师和学生利用丰富内容的交付。与传统的电子学习系统相比,包含认知计算可以提升在线学习的性能效率。因此,自然语言处理和机器学习在研究界引起了很大的兴趣。目前,它是一个正在进行的探索,以找到最好的方法来使用认知计算。为了改进计算模型和用户之间的交互,手稿提出了使用上下文分析的下一层实现的初步计划,以及使用网络分析大量教育数据的建议。这份手稿提供了对在教育系统中使用认知计算的力量的见解,并提供了一个未来的计划,并将其整合为每个学习者/学生的最佳学习体验。
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来源期刊
CiteScore
1.40
自引率
0.00%
发文量
52
期刊介绍: The mission of the International Journal of Online Pedagogy and Course Design (IJOPCD) is to provide a platform for the latest research, analysis, and development of online education, effective online teaching methods, and course design. IJOPCD covers the pedagogical design aspects of science education and computing education, as well as courses supported by educational technologies. Targeting academic researchers and educators who work in the field, this journal focuses on the importance of developments in online course design and teaching methods to improve teachers’ teaching and students’ learning. Researchers are encouraged to submit cross-disciplinary, high-quality syntheses that are interesting, beneficial, and apprehensible to all those interested in or teaching science and related disciplines. Topics to be discussed in this journal include (but are not limited to) the following: -Adoption of e-learning -Best practices in computing education -Best practices in science education -Blended learning -Computer-mediated communication -E-learning -Emerging technologies -Evaluation of learning technology systems -Evaluation of online learning effects -Learning management systems -Multimedia and interactive learning systems -Online course design -Online learners’ behavior -Pedagogy and teaching with technology -Virtual reality environments -Web-based teaching methods
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