Titlebook: Educational Data Mining; Applications and Tre Alejandro Peña-Ayala Book 2014 Springer International Publishing Switzerland 2014 Computation

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1860-949X and mouse click..·     .Assessment.: The third part has four chapters related to: 9) analyze the coherence of student research proposals; 10) automatically generate tests based on competences; 11) recognize stu978-3-319-34499-7978-3-319-02738-8Series ISSN 1860-949X Series E-ISSN 1860-9503

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How Educational Data Mining Empowers State Policies to Reform Education: The Mexican Case Studyudents, as well as some initiatives to deal with the findings. The work concludes with an exposition of the reasons for presenting this kind of work, a comment on the research fulfilled, a viewpoint of the education in Mexico, and some suggestions to support State polices to enhance education.

Instrumental

Predicting Learner Answers Correctness Through Eye Movements with Random Forest visual elements like graphics. Total fixation duration, number of mouse clicks, fixation count and visit duration were found being the most important eye metrics that predict answers in reasoning questions. Results also showed that changing the presentation modality of a question causes changes in

interlude

Plan Recognition and Visualization in Exploratory Learning Environmentsisualization methods for presenting these activities to teachers. Our empirical analysis is based on an ELE for teaching chemistry that is used by thousands of students in colleges and high schools in several countries (Yaron et al., Science, 328(5978), 584–585, 2010).

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https://doi.org/10.1007/978-3-8349-3851-0udents, as well as some initiatives to deal with the findings. The work concludes with an exposition of the reasons for presenting this kind of work, a comment on the research fulfilled, a viewpoint of the education in Mexico, and some suggestions to support State polices to enhance education.

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Entscheiden im Gesundheitsbetrieb,isualization methods for presenting these activities to teachers. Our empirical analysis is based on an ELE for teaching chemistry that is used by thousands of students in colleges and high schools in several countries (Yaron et al., Science, 328(5978), 584–585, 2010).

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Book 2014it from tutor support; 8) hypothesize the student answer correctness based on eye metrics and mouse click..·     .Assessment.: The third part has four chapters related to: 9) analyze the coherence of student research proposals; 10) automatically generate tests based on competences; 11) recognize stu