Visualizing the Educational Data Mining Literature
نویسندگان
چکیده
منابع مشابه
Educational Data Mining
Computer-based learning systems can now keep detailed logs of user-system interactions, including key clicks, eye-tracking, and video data, opening up new opportunities to study how students learn with technology. Educational Data Mining (EDM; Romero, Ventura, Pechenizkiy, & Baker, 2010) is concerned with developing, researching, and applying computerized methods to detect patterns in large col...
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We propose a data visualization tool that offers insights into the way students solve procedural domain problems. The tool uses nodes and edges to represent states and actions which students have generated using an intelligent tutoring system or computer aided instruction tool, ultimately showing the way a student has solved a problem. We use the example of logic tutor data and suggest two meth...
متن کاملMining and Visualizing Visited Trails in Web-Based Educational Systems
A data mining and visualization tool for the discovery of student trails in web-based educational systems is presented and described. The tool uses graphs to visualize results, allowing non-expert users, such as course instructors, to interpret its output. Several experiments have been conducted, using real data collected from a web-based intelligent tutoring system. The results of the data min...
متن کاملClassifiers for educational data mining
The idea of classification is to place an object into one class or category, based on its other characteristics. In education, teachers and instructors are all the time classifying their students for their knowledge, motivation, and behaviour. Assessing exam answers is also a classification task, where a mark is determined according to certain evaluation criteria. Automatic classification is an...
متن کاملEducational data mining using jmp
Educational Data Mining is a growing trend in case of higher education. The quality of the Educational Institute may be enhanced through discovering hidden knowledge from the student databases/ data warehouses. Present paper is designed to carry out a comparative study with the TDC (Three Year Degree) Course students of different colleges affiliated to Dibrugarh University. The study is conduct...
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ژورنال
عنوان ژورنال: European Journal of Engineering Research and Science
سال: 2020
ISSN: 2506-8016
DOI: 10.24018/ejers.2020.0.cie.2306