Machine learning-assisted abstract screening on learning analytics: a step-by-step tutorial.

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Title: Machine learning-assisted abstract screening on learning analytics: a step-by-step tutorial.
Authors: Xu Z; Department of Agricultural Leadership, Education, and Communications, Texas A&M University, College Station, USA. xuzhihong@tamu.edu., Ma S; Department of Agricultural Leadership, Education, and Communications, Texas A&M University, College Station, USA., Zhuang X; North Dakota State University, Fargo, USA., Adeyemi AE; Department of Agriculture, Fort Hays State University, Hays, United States., Kogut A; Department of Teaching, Learning and Culture, Texas A&M University, College Station, USA.
Source: Systematic reviews [Syst Rev] 2026 Feb 21; Vol. 15 (1). Date of Electronic Publication: 2026 Feb 21.
Publication Type: Journal Article
Journal Info: Publisher: BioMed Central Country of Publication: England NLM ID: 101580575 Publication Model: Electronic Cited Medium: Internet ISSN: 2046-4053 (Electronic) Linking ISSN: 20464053 NLM ISO Abbreviation: Syst Rev Subsets: MEDLINE
Database: MEDLINE Ultimate
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  Data: <searchLink fieldCode="AU" term="%22Xu+Z%22">Xu Z</searchLink>; Department of Agricultural Leadership, Education, and Communications, Texas A&M University, College Station, USA. xuzhihong@tamu.edu.<br /><searchLink fieldCode="AU" term="%22Ma+S%22">Ma S</searchLink>; Department of Agricultural Leadership, Education, and Communications, Texas A&M University, College Station, USA.<br /><searchLink fieldCode="AU" term="%22Zhuang+X%22">Zhuang X</searchLink>; North Dakota State University, Fargo, USA.<br /><searchLink fieldCode="AU" term="%22Adeyemi+AE%22">Adeyemi AE</searchLink>; Department of Agriculture, Fort Hays State University, Hays, United States.<br /><searchLink fieldCode="AU" term="%22Kogut+A%22">Kogut A</searchLink>; Department of Teaching, Learning and Culture, Texas A&M University, College Station, USA.
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        Value: 10.1186/s13643-026-03111-2
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              Text: 2026 Feb 21
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