Matches in SemOpenAlex for { <https://semopenalex.org/work/W2401837845> ?p ?o ?g. }
Showing items 1 to 84 of
84
with 100 items per page.
- W2401837845 endingPage "255" @default.
- W2401837845 startingPage "252" @default.
- W2401837845 abstract "Identifying sequential patterns in learning activity data can be useful for discovering, understanding, and ultimately scaffolding student learning behaviors in computer-based learning environments. Algorithms for mining sequential patterns generally associate some measure of pattern frequency in the data with the relative importance or ranking of the pattern. However, another important aspect of these patterns is the evolution of their usage over the course of a student’s learning or problem-solving activities. In order to identify and analyze learning behavior patterns of more interest in terms of both their overall frequency and their evolution over time, we present a data mining technique that combines sequence mining with a novel information-theoretic, temporal-interestingness measure and a corresponding heat map visualization. We demonstrate the utility of this technique through application to student activity data from a recent experiment with the Betty’s Brain learning environment and a comparison of our algorithm’s pattern rankings with those of an expert. The results support the effectiveness of our approach and suggest further refinements for identification of important behavior patterns in sequential learning activity data." @default.
- W2401837845 created "2016-06-24" @default.
- W2401837845 creator A5003875783 @default.
- W2401837845 creator A5051150754 @default.
- W2401837845 creator A5073309188 @default.
- W2401837845 date "2013-07-06" @default.
- W2401837845 modified "2023-09-23" @default.
- W2401837845 title "Mining Temporally-Interesting Learning Behavior Patterns" @default.
- W2401837845 cites W1511291809 @default.
- W2401837845 cites W1541509707 @default.
- W2401837845 cites W2035061933 @default.
- W2401837845 cites W2102297485 @default.
- W2401837845 cites W2158454296 @default.
- W2401837845 cites W2342084918 @default.
- W2401837845 cites W2618555130 @default.
- W2401837845 cites W2906209463 @default.
- W2401837845 hasPublicationYear "2013" @default.
- W2401837845 type Work @default.
- W2401837845 sameAs 2401837845 @default.
- W2401837845 citedByCount "3" @default.
- W2401837845 countsByYear W24018378452013 @default.
- W2401837845 countsByYear W24018378452016 @default.
- W2401837845 countsByYear W24018378452017 @default.
- W2401837845 crossrefType "proceedings-article" @default.
- W2401837845 hasAuthorship W2401837845A5003875783 @default.
- W2401837845 hasAuthorship W2401837845A5051150754 @default.
- W2401837845 hasAuthorship W2401837845A5073309188 @default.
- W2401837845 hasConcept C115903868 @default.
- W2401837845 hasConcept C116834253 @default.
- W2401837845 hasConcept C119857082 @default.
- W2401837845 hasConcept C124101348 @default.
- W2401837845 hasConcept C149490388 @default.
- W2401837845 hasConcept C154945302 @default.
- W2401837845 hasConcept C189430467 @default.
- W2401837845 hasConcept C2780009758 @default.
- W2401837845 hasConcept C36464697 @default.
- W2401837845 hasConcept C40506919 @default.
- W2401837845 hasConcept C41008148 @default.
- W2401837845 hasConcept C59822182 @default.
- W2401837845 hasConcept C83804111 @default.
- W2401837845 hasConcept C86803240 @default.
- W2401837845 hasConceptScore W2401837845C115903868 @default.
- W2401837845 hasConceptScore W2401837845C116834253 @default.
- W2401837845 hasConceptScore W2401837845C119857082 @default.
- W2401837845 hasConceptScore W2401837845C124101348 @default.
- W2401837845 hasConceptScore W2401837845C149490388 @default.
- W2401837845 hasConceptScore W2401837845C154945302 @default.
- W2401837845 hasConceptScore W2401837845C189430467 @default.
- W2401837845 hasConceptScore W2401837845C2780009758 @default.
- W2401837845 hasConceptScore W2401837845C36464697 @default.
- W2401837845 hasConceptScore W2401837845C40506919 @default.
- W2401837845 hasConceptScore W2401837845C41008148 @default.
- W2401837845 hasConceptScore W2401837845C59822182 @default.
- W2401837845 hasConceptScore W2401837845C83804111 @default.
- W2401837845 hasConceptScore W2401837845C86803240 @default.
- W2401837845 hasLocation W24018378451 @default.
- W2401837845 hasOpenAccess W2401837845 @default.
- W2401837845 hasPrimaryLocation W24018378451 @default.
- W2401837845 hasRelatedWork W1484315376 @default.
- W2401837845 hasRelatedWork W1536950352 @default.
- W2401837845 hasRelatedWork W1574618308 @default.
- W2401837845 hasRelatedWork W1591361328 @default.
- W2401837845 hasRelatedWork W1599537342 @default.
- W2401837845 hasRelatedWork W167936108 @default.
- W2401837845 hasRelatedWork W1950602547 @default.
- W2401837845 hasRelatedWork W2011454193 @default.
- W2401837845 hasRelatedWork W2038902401 @default.
- W2401837845 hasRelatedWork W2040509189 @default.
- W2401837845 hasRelatedWork W2074930227 @default.
- W2401837845 hasRelatedWork W2139471083 @default.
- W2401837845 hasRelatedWork W2158703238 @default.
- W2401837845 hasRelatedWork W2440424621 @default.
- W2401837845 hasRelatedWork W2585491568 @default.
- W2401837845 hasRelatedWork W2587009983 @default.
- W2401837845 hasRelatedWork W3007532070 @default.
- W2401837845 hasRelatedWork W3104906924 @default.
- W2401837845 hasRelatedWork W3125774866 @default.
- W2401837845 hasRelatedWork W2186949642 @default.
- W2401837845 isParatext "false" @default.
- W2401837845 isRetracted "false" @default.
- W2401837845 magId "2401837845" @default.
- W2401837845 workType "article" @default.