Educational data mining and learning analytics: An updated survey
Sign Up to like & getrecommendations! Published in 2020 at "Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery"
DOI: 10.1002/widm.1355
Abstract: This survey is an updated and improved version of the previous one published in 2013 in this journal with the title “data mining in education”. It reviews in a comprehensible and very general way how… read more here.
Keywords: data mining; educational data; learning analytics; mining learning ... See more keywords
Integration of Data Mining Clustering Approach in the Personalized E-Learning System
Sign Up to like & getrecommendations! Published in 2018 at "IEEE Access"
DOI: 10.1109/access.2018.2882240
Abstract: Educational data-mining is an evolving discipline that focuses on the improvement of self-learning and adaptive methods. It is used for finding hidden patterns or intrinsic structures of educational data. In the arena of education, the… read more here.
Keywords: data mining; mining; system; educational data ... See more keywords
Fine Grain Synthetic Educational Data: Challenges and Limitations of Collaborative Learning Analytics
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DOI: 10.1109/access.2022.3156073
Abstract: While data privacy is a key aspect of Learning Analytics, it often creates difficulty when promoting research into underexplored contexts as it limits data sharing. To overcome this problem, the generation of synthetic data has… read more here.
Keywords: educational data; synthetic data; challenges limitations; data real ... See more keywords
Educational Data Mining: A Bibliometric Analysis of an Emerging Field
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DOI: 10.1109/access.2022.3160457
Abstract: We are now able to collect enormous amounts of information at the learner level. Mining educational data to provide data-driven analytics has spurred great interest among researchers and policymakers that continues to grow. This growing… read more here.
Keywords: educational data; research; mining bibliometric; bibliometric analysis ... See more keywords
Leveraging the Innovation-Based Learning Framework to Predict and Understand Student Success in Innovation
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DOI: 10.1109/access.2022.3163744
Abstract: As more educational data becomes available, learning analytics and educational data mining are allowing instructors to make data-driven decisions like never before. Much of the work in learning analytics and educational data mining has been… read more here.
Keywords: educational data; innovation based; innovation; based learning ... See more keywords
Educational Data Virtual Lab: Connecting the Dots Between Data Visualization and Analysis
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Computer Graphics and Applications"
DOI: 10.1109/mcg.2022.3189557
Abstract: Educational Data Virtual Lab (EDVL) is an open-source platform for data exploration and analysis that combines the power of a coding environment, the convenience of an interactive visualization engine, and the infrastructure needed to handle… read more here.
Keywords: visualization; educational data; virtual lab; analysis ... 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
Educational Data Mining (EDM)on the use of the Internet in the World of Indonesian Education
Sign Up to like & getrecommendations! Published in 2020 at "TEM Journal"
DOI: 10.18421/tem93-39
Abstract: The purpose of this research is to analyze internet users in the world who are educated in Indonesia by utilizing computer science techniques. The use of the internet in question is the percentage in accessing… read more here.
Keywords: years old; use; educational data; world ... See more keywords
FINDING THE BEST ALGORITHMS AND EFFECTIVE FACTORS IN CLASSIFICATION OF TURKISH SCIENCE STUDENT SUCCESS
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Baltic Science Education"
DOI: 10.33225/jbse/19.18.239
Abstract: Educational Data Mining (EDM) is an important tool in the field of classification of educational data that helps researchers and education planners analyse and model available educational data for specific needs such as developing educational… read more here.
Keywords: science; educational data; student; finding best ... See more keywords
Educational Warehouse: Modular, Private and Secure Cloudable Architecture System for Educational Data Storage, Analysis and Access
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DOI: 10.3390/app11020806
Abstract: Data in the educational context are becoming increasingly important in decision-making and teaching-learning processes. Similar to the industrial context, educational institutions are adopting data-processing technologies at all levels. To achieve representative results, the processes of… read more here.
Keywords: educational data; system; access; educational warehouse ... See more keywords
Investigating Students’ Pre-University Admission Requirements and Their Correlation with Academic Performance for Medical Students: An Educational Data Mining Approach
Sign Up to like & getrecommendations! Published in 2023 at "Brain Sciences"
DOI: 10.3390/brainsci13030456
Abstract: Medical education is one of the most sought-after disciplines for its prestigious and noble status. Institutions endeavor to identify admissions criteria to register bright students who can handle the complexity of medical training and become… read more here.
Keywords: educational data; university; performance medical; admission ... See more keywords