What's happened in MOOC Posts Analysis, Knowledge Tracing and Peer Feedbacks? A Review

January 27, 2020 · Entered Twilight · 🏛 arXiv.org

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Repo contents: ACL, L@S, LAK, NLP-TEA, README.md

Authors Manikandan Ravikiran arXiv ID 2001.09830 Category cs.HC: Human-Computer Interaction Cross-listed cs.AI, cs.CL Citations 0 Venue arXiv.org Repository https://github.com/manikandan-ravikiran/cs6460-Survey ⭐ 1 Last Checked 2 months ago

Abstract

Learning Management Systems (LMS) and Educational Data Mining (EDM) are two important parts of online educational environment with the former being a centralised web-based information systems where the learning content is managed and learning activities are organised (Stone and Zheng,2014) and latter focusing on using data mining techniques for the analysis of data so generated. As part of this work, we present a literature review of three major tasks of EDM (See section 2), by identifying shortcomings and existing open problems, and a Blumenfield chart (See section 3). The consolidated set of papers and resources so used are released in https://github.com/manikandan-ravikiran/cs6460-Survey. The coverage statistics and review matrix of the survey are as shown in Figure 1 & Table 1 respectively. Acronym expansions are added in the Appendix Section 4.1.