Development of a Workbench to Address the Educational Data Mining Bottleneck

• Main Authors: Rodrigo, Ma. Mercedes T, Baker, Ryan S, McLaren, Bruce M, Jayme, Alejandra, Dy, Thomas
• Format: text
• Published: Archīum Ateneo 2012
• Subjects: Thinking Skills; Educational Technology; Educational Research; Computer Software; Mathematics; Data; Academic Achievement; Intelligent Tutoring Systems; Tutors; Tutoring; Cooperative Learning; Computer Sciences
• Online Access: https://archium.ateneo.edu/discs-faculty-pubs/112; https://eric.ed.gov/?id=ED537222
• Institution: Ateneo De Manila University

In recent years, machine-learning software packages have made it easier for educational data mining researchers to create real-time detectors of cognitive skill as well as of metacognitive and motivational behavior that can be used to improve student learning. However, there remain challenges to ove...