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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 reviewedMettler, Everett; Massey, Christine M.; Kellman, Philip J. – Grantee Submission, 2011
Adaptive learning techniques have typically scheduled practice using learners' accuracy and item presentation history. We describe an adaptive learning system (Adaptive Response Time Based Sequencing--ARTS) that uses both accuracy and response time (RT) as direct inputs into sequencing. Response times are used to assess learning strength and to…
Descriptors: Reaction Time, Accuracy, Cognitive Science, Grade 3
Driscoll, Marcy P.; And Others – 1988
The two studies detailed in this paper investigated the effects of adaptive sequencing of examples and adaptive feedback on concept learning using computer-based instruction. In the first study, two groups of undergraduate students progressed through a set of five behavior management concepts presented in the rational set generator framework.…
Descriptors: Branching, College Students, Comparative Analysis, Computer Assisted Instruction
Hay, Teresa A.; Froese, Victor – 1984
To address the notion that the cognitive level of young children influences their ability to recall the logical sequence found in stories, four modes of language--story generation, retelling, dictation, and writing--were collected for three weeks from 35 second grade children. Through prior testing with the Goldschmid-Bentler Concept Assessment…
Descriptors: Cognitive Ability, Cognitive Development, Cognitive Structures, Comparative Analysis
Griffiths, Alan K.; Cornish, Alan G. – 1978
This paper reviews methods which have been used to identify and validate learning hierarchies. Specifically, three methods which reflect the notion of a relatively inviolate sequence are discussed and compared. Two of the psychometric methods compare pairs of skills, the ordering-theoretic method (Bart and Krus) and the test of inclusion (White…
Descriptors: Comparative Analysis, Expectancy Tables, Foreign Countries, High Schools
Volk, Christian; Ritchie, Donn – 1999
The purpose of this study was to assess the effectiveness of two generative learning strategies, concept maps and manipulation of objects, and to determine if either works better with individual learners or in cooperative learning groups. A total of 80 sixth-grade students in science education were randomly assigned to group or individual…
Descriptors: Academic Achievement, Comparative Analysis, Concept Mapping, Cooperative Learning
