Search Results - "Real, Eduardo Machado"
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Educational Process Mining for Verifying Student Learning Paths in an Introductory Programming Course
Published in 2020 IEEE Frontiers in Education Conference (FIE) (21-10-2020)“…This full paper of the research-to-practice category addresses the problem of organizing instructional materials and assessment activities in e-learning…”
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Conference Proceeding -
2
Estimating the Number of Clusters Based on Sequential Clustering Algorithms
Published in 2016 5th Brazilian Conference on Intelligent Systems (BRACIS) (01-10-2016)“…The main goal of clustering algorithms is to organize a given set of data patterns into groups (clusters) and their main strategy is to group patterns based on…”
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Conference Proceeding -
3
The impact of refinement strategies on sequential clustering algorithms
Published in 2013 13th International Conference on Intellient Systems Design and Applications (01-12-2013)“…Sequential clustering algorithms have been characterized as fast and straightforward methods which produce, as result, a single clustering. They have the…”
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Conference Proceeding -
4
Analysis of Learning Behavior in a Programming Course using Process Mining and Sequential Pattern Mining
Published in 2021 IEEE Frontiers in Education Conference (FIE) (13-10-2021)“…This full paper of the research-to-practice category addresses the problem of discovering patterns in students' learning paths in an introductory programming…”
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Conference Proceeding -
5
Guidelines for Data Collection Planning in Virtual Learning Environments for Application of Educational Process Mining
Published in 2021 XVI Latin American Conference on Learning Technologies (LACLO) (01-10-2021)“…The analysis of the effectiveness of the use of Information and Communication Technologies (ICT) in Education requires processing data collected in…”
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Conference Proceeding