C4.5: programs for machine learning
C4.5: programs for machine learning
The art of computer programming, volume 3: (2nd ed.) sorting and searching
The art of computer programming, volume 3: (2nd ed.) sorting and searching
Data mining: practical machine learning tools and techniques with Java implementations
Data mining: practical machine learning tools and techniques with Java implementations
Data Mining, Cookbook: Modeling Data for Marketing, Risk and Customer Relationship Management
Data Mining, Cookbook: Modeling Data for Marketing, Risk and Customer Relationship Management
Machine Learning
Data Mining: Concepts and Techniques
Data Mining: Concepts and Techniques
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Within any e-Learning environment there are many types of users, with different backgrounds and different goals. This paper addresses the problem of optimizing learner's learning path in order to achieve a certain goal. This goal regards acquisition of a certain level of knowledge regarding a discipline. The paper proposes a methodology for guiding the student such that he finally obtains needed knowledge level in minimum amount of time. Since evaluation is the activity that generates quality in teaching, the method is based on continuous testing and monitoring learners. Within this process, a learner's model is created and maintained. This model is consulted whenever needed for classification purposes of students.