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Riofrio-Luzcando, Diego; Ramirez, Jaime; Berrocal-Lobo, Marta – IEEE Transactions on Learning Technologies, 2017
Data mining is known to have a potential for predicting user performance. However, there are few studies that explore its potential for predicting student behavior in a procedural training environment. This paper presents a collective student model, which is built from past student logs. These logs are first grouped into clusters. Then, an…
Descriptors: Student Behavior, Predictive Validity, Predictor Variables, Predictive Measurement
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Sánchez, Carles Rostan; Ortiz, Dolors Cañabate; Carrasco, Mònica González; Carbo, Pilar Albertín; Burriel, Marc Pérez – Electronic Journal of Research in Educational Psychology, 2015
Introduction: Despite academic climate being a key aspect of teaching quality in academic institutions, few studies conducted in the university context have analyzed this construct systematically. Method: Given the absence of specific tools to apply to university, we propose the construction of a tool for assessing college students' perceptions of…
Descriptors: Classroom Environment, Social Environment, College Students, Student Attitudes