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Study of the Use of Data Mining in Modeling Non-standard Processes in a Higher Education Institution
(2020-01-01)
Business process management (BPM) is an administration discipline to design, improve and manage processes, and consists of several phases. One of them is the modeling of the current process (as is), during which the process ...
Predicting academic performance in traditional environments at higher-education institutions using data mining: A review
(Universidad Técnica del Norte, 2019)
Recommendation in higher education using data mining techniques
(Universidad de CordobaES, 2009)
One of the main problems faced by university students is to take the right decision in relation to their academic itinerary based on available information (for example courses, schedules, sections, classrooms and professors). ...
Mining Web-based Educational Systems to Predict Student Learning Achievements
Educational Data Mining (EDM) is getting great importance as a new interdisciplinary research field related to some other areas. It is directly connected with Web-based Educational Systems (WBES) and Data Mining (DM, a ...
Academic behavior analysis in virtual courses using a data mining approach
Virtual education is one of the educational trends of the 21st
century; however knowing the perception of students is a new challenge.
This article presents a proposal to define the essential components for
the construction ...
Data mining in academic databases to detect behaviors of students related to school dropout and disapproval
(Instituto Federal de Educa??o, Ci?ncia e Tecnologia do Rio Grande do NorteBrasilCear?-MirimIFRN, 2017)
A problem-oriented method for supporting AEH authors through data mining
(Universidad Técnica de AachenDE, 2007)
One of the main problems with Adaptive Educational Hypermedia Systems (AEHS) is that is very difficult to test whether adaptation decisions are beneficial for all the students or some of them would benefit from a different ...