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Text mining in education
March 5, 2024, 2:42 p.m. | R. Ferreira-Mello, M. Andre, A. Pinheiro, E. Costa, C. Romero
cs.LG updates on arXiv.org arxiv.org
Abstract: The explosive growth of online education environments is generating a massive volume of data, specially in text format from forums, chats, social networks, assessments, essays, among others. It produces exciting challenges on how to mine text data in order to find useful knowledge for educational stakeholders. Despite the increasing number of educational applications of text mining published recently, we have not found any paper surveying them. In this line, this work presents a systematic overview …
abstract arxiv challenges cs.cy cs.ir cs.lg data education educational environments format growth knowledge massive mine mining networks online education social social networks stakeholders text type
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