A new computer system for education
Computers and Electrical Engineering
Handbook of data mining and knowledge discovery
Handbook of data mining and knowledge discovery
A decision support system to improve e-learning environments
Proceedings of the 2010 EDBT/ICDT Workshops
Using genetic algorithms for data mining optimization in an educational web-based system
GECCO'03 Proceedings of the 2003 international conference on Genetic and evolutionary computation: PartII
ICT innovations at the platform of standardisation for knowledge quality in PDCA
Computer Standards & Interfaces
Innovation and knowledge trends through standardisation of IT applications
Computer Standards & Interfaces
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This paper presents a PDCA (Plan, Do, Check, Act) method of improving web-based intelligent reports of an e-learning system as intelligent system, which was created and implemented at the Technical Faculty in Cacak, University of Kragujevac. The focus is on improving LMSs (Learning Management Systems) or e-learning systems by predicting behavior patterns of students and adjusting the structure of these electronic courses. An existing learning management system is improved by using data mining techniques and increasing the efficiency of the courses using custom modules. This study presents the design, implementation, and evaluation of the system. Future work should relate to the continued improvement of the PDCA-created system, as well as the introduction of additional modules and a comparative analysis of the presented and future results.