Text mining for educational literature on big data with hadoop

Haoge Wang, Quanyu Wang, Wenming Wang

科研成果: 书/报告/会议事项章节会议稿件同行评审

4 引用 (Scopus)

摘要

With the development of the information era, the application of big data technology in education has become more and more extensive. This article adopts the Hadoop platform to conduct parallel mining of educational literature on big data. The paper has analyzed the main function of text mining technology, combined Canopy and K-Means algorithm to analyze and research the educational big data literature, learned about the application of big data technology in the field of education in order to provide its services for the construction of 'World-class universities and first-class disciplines' and make a contribution to the development of education.

源语言英语
主期刊名Proceedings - 3rd IEEE International Conference on Smart Cloud, SmartCloud 2018
出版商Institute of Electrical and Electronics Engineers Inc.
166-170
页数5
ISBN(电子版)9781538651827
DOI
出版状态已出版 - 26 10月 2018
活动3rd IEEE International Conference on Smart Cloud, SmartCloud 2018 - New York, 美国
期限: 21 9月 201823 9月 2018

出版系列

姓名Proceedings - 3rd IEEE International Conference on Smart Cloud, SmartCloud 2018

会议

会议3rd IEEE International Conference on Smart Cloud, SmartCloud 2018
国家/地区美国
New York
时期21/09/1823/09/18

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