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For a perfect research about education big data, this paper comprehensively reviewed three major aspects (Predictive Analytics, Learning Analytics, and Recommendation Systems) of educational data analytics for an intensive investigation and analysis: (1) Predictive Analytics: It predicts students\u2019 learning performance by tracking students\u2019 learning information and then analyzes students\u2019 learning competence to build an academic early warning system; teachers can be allowed to intervene in students in time and adopts different teaching ways for different students. Therefore, both students\u2019 learning and ability can be individualized and improved; (2) Learning Analytics: This part can identify the learners\u2019 behavior patterns and obtain more implicit learner characteristics by studying the hidden meaning behind learning behaviors and strategies; (3) Recommendation Systems: It can match the needs of learners and recommend appropriate learning resources through different methods. All the above proved that the application of big data technology in education provides powerful data support for the development of education. <\/jats:p>","DOI":"10.1142\/s0218126622300070","type":"journal-article","created":{"date-parts":[[2022,2,28]],"date-time":"2022-02-28T10:34:25Z","timestamp":1646044465000},"source":"Crossref","is-referenced-by-count":6,"title":["Big Educational Data Analytics, Prediction and Recommendation: A Survey"],"prefix":"10.1142","volume":"31","author":[{"given":"Xuegeng","family":"Sun","sequence":"first","affiliation":[{"name":"Xiamen Ocean Vocational College, Xiamen 361100, P.\u00a0R.\u00a0China"}]},{"given":"Yuan","family":"Fu","sequence":"additional","affiliation":[{"name":"School of Computer Science, China University of Geosciences, Wuhan 430074, P.\u00a0R.\u00a0China"}]},{"given":"Weiyi","family":"Zheng","sequence":"additional","affiliation":[{"name":"School of Computer Science, China University of Geosciences, Wuhan 430074, P.\u00a0R.\u00a0China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7906-3298","authenticated-orcid":false,"given":"Yanxia","family":"Huang","sequence":"additional","affiliation":[{"name":"School of Computer Science, China University of Geosciences, Wuhan 430074, P.\u00a0R.\u00a0China"}]},{"given":"Yuqi","family":"Li","sequence":"additional","affiliation":[{"name":"School of Computer Science, China University of Geosciences, Wuhan 430074, P.\u00a0R.\u00a0China"}]}],"member":"219","published-online":{"date-parts":[[2022,2,25]]},"reference":[{"key":"S0218126622300070BIB001","doi-asserted-by":"publisher","DOI":"10.1142\/S0218126621300063"},{"key":"S0218126622300070BIB002","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2016.11.015"},{"key":"S0218126622300070BIB003","first-page":"100016","volume":"2","author":"Du X.","year":"2021","journal-title":"Inform. 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