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With each passing day consumers, including students and PhD students, expect more intelligent and personalized services. The key to providing such services is the concept of a personalized model. The purpose of the current research is to present adequate methods for creating a personalized model in student and PhD students learning. User profile modeling is a challenge because of the high degree of subjectivity and human behavior indetermination. Traditional methods used to create user models are usually not agile...