Intelligent tutoring system with affective learning for mathematics

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Abstract

In this paper we present an intelligent tutoring system with affective learning, which is integrated into a social network for learning mathematics. The system is designed to help students of the second grade of primary education to improve the teaching-learning process. The system evaluates cognitive and affective aspects of the student by using a neural network and a fuzzy expert system to decide the following exercise to be resolved by the student, enabling personalized learning. We evaluate and compare our tutoring system against other well-known tutoring systems.

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Cabada, R. Z., Estrada, M. L. B., Hernández, F. G., & Bustillos, R. O. (2014). Intelligent tutoring system with affective learning for mathematics. Lecture Notes in Computer Science (Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), 8856, 483–493. https://doi.org/10.1007/978-3-319-13647-9_43

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