Analysis of students’ learning and psychological features by contrast frequent patterns mining on academic performance
Sign Up to like & getrecommendations! Published in 2018 at "Neural Computing and Applications"
DOI: 10.1007/s00521-018-3802-9
Abstract: In recent years, data mining techniques have been widely applied in education. However, studies on analyzing the similarity or difference of the same learning pattern in different student groups are still rare. In this study,… read more here.
Keywords: academic performance; psychological features; learning psychological; analysis students ... See more keywords
Developing Computer Resources to Automate Analysis of Students’ Explanations of London Dispersion Forces
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DOI: 10.1021/acs.jchemed.0c00445
Abstract: Computer-assisted analysis of students’ written responses to questions is becoming a possibility due to developments in technology. This could make such constructed response questions more feasible... read more here.
Keywords: computer resources; developing computer; analysis students; computer ... See more keywords
Analysis of Students' Role Perceptions and their Tendencies in Classroom Education Based on Visual Inspection
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DOI: 10.1155/2022/3650308
Abstract: This paper presents an in-depth study and analysis of students' role perceptions and their tendencies in classroom education using a visual inspection approach. A multi example learning student engagement assessment method based on a one-dimensional… read more here.
Keywords: analysis students; student; student engagement; example ... See more keywords
Educational Data Mining and Analysis of Students’ Academic Performance Using WEKA
Sign Up to like & getrecommendations! Published in 2018 at "Indonesian Journal of Electrical Engineering and Computer Science"
DOI: 10.11591/ijeecs.v9.i2.pp447-459
Abstract: In this competitive scenario of the educational system, the higher education institutes use data mining tools and techniques for academic improvement of the student performance and to prevent drop out. The authors collected data from… read more here.
Keywords: mining analysis; data mining; mining; educational data ... See more keywords
Sentiment analysis of students in ideological and political teaching based on artificial intelligence and data mining
Sign Up to like & getrecommendations! Published in 2021 at "Journal of Intelligent and Fuzzy Systems"
DOI: 10.3233/jifs-219047
Abstract: In order to improve the efficiency of sentiment analysis of students in ideological and political classrooms, under the guidance of artificial intelligence ideas, this paper combines data mining and machine learning algorithms to improve and… read more here.
Keywords: analysis students; analysis; sentiment; students ideological ... See more keywords