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Download full textYe, Cheng; Segedy, James R.; Kinnebrew, John S.; Biswas, Gautam – International Educational Data Mining Society, 2015
This paper discusses Multi-Feature Hierarchical Sequential Pattern Mining, MFH-SPAM, a novel algorithm that efficiently extracts patterns from students' learning activity sequences. This algorithm extends an existing sequential pattern mining algorithm by dynamically selecting the level of specificity for hierarchically-defined features…
Descriptors: Learning Activities, Learning Processes, Data Collection, Student Behavior
Peer reviewedKlein, Steven; Sheil, Amanda Richards; White, Robin; Staklis, Sandra; Alfeld, Corinne; Dailey, Caitlin Rose; Charner, Ivan; Poliakoff, Anne – RTI International, 2014
The Carl D. Perkins Career and Technical Education Act of 2006 (Perkins IV), signed into law on August 12, 2006, lays out the statutory requirements governing federal support for career and technical education (CTE) services offered within secondary schools and postsecondary institutions throughout the United States. Aimed at more fully developing…
Descriptors: Vocational Education, Federal Legislation, Educational Legislation, Program Evaluation
