Matches in SemOpenAlex for { <https://semopenalex.org/work/W2767609682> ?p ?o ?g. }
Showing items 1 to 80 of
80
with 100 items per page.
- W2767609682 abstract "The recorded student activities in Massive Open Online Course (MOOC) provide us a unique opportunity to model their learning behaviors, identify their particular learning intents, and enable personalized assistance and guidance in online education. In this work, based on a thorough qualitative study of students' behaviors recorded in two MOOC courses with large student enrollments, we develop a non-parametric Bayesian model to capture students' sequential learning activities in a generative manner. Homogeneity of students' learning behaviors is captured by clustering them into latent student groups, where shared model structure characterizes the transitional patterns, intensity and temporal distribution of their learning activities. In the meanwhile, heterogeneity is captured by clustering students into different groups. Both qualitative and quantitative studies on those two MOOC courses confirmed the effectiveness of the proposed model in identifying students' learning behavior patterns and clustering them into related groups for predictive analysis. The identified student groups accurately predict student retention, course satisfaction and demographics." @default.
- W2767609682 created "2017-11-17" @default.
- W2767609682 creator A5044622034 @default.
- W2767609682 creator A5071832661 @default.
- W2767609682 creator A5085094109 @default.
- W2767609682 date "2017-11-06" @default.
- W2767609682 modified "2023-09-26" @default.
- W2767609682 title "Modeling Student Learning Styles in MOOCs" @default.
- W2767609682 cites W1511434862 @default.
- W2767609682 cites W1559246682 @default.
- W2767609682 cites W1977948731 @default.
- W2767609682 cites W1988135745 @default.
- W2767609682 cites W1994740530 @default.
- W2767609682 cites W2006332834 @default.
- W2767609682 cites W2006566155 @default.
- W2767609682 cites W2012265254 @default.
- W2767609682 cites W2033726034 @default.
- W2767609682 cites W2042464029 @default.
- W2767609682 cites W2045650494 @default.
- W2767609682 cites W2051963836 @default.
- W2767609682 cites W2112955368 @default.
- W2767609682 cites W2113363259 @default.
- W2767609682 cites W2131148439 @default.
- W2767609682 cites W2164972124 @default.
- W2767609682 cites W2250880511 @default.
- W2767609682 cites W2273136441 @default.
- W2767609682 cites W2546314413 @default.
- W2767609682 doi "https://doi.org/10.1145/3132847.3132965" @default.
- W2767609682 hasPublicationYear "2017" @default.
- W2767609682 type Work @default.
- W2767609682 sameAs 2767609682 @default.
- W2767609682 citedByCount "7" @default.
- W2767609682 countsByYear W27676096822018 @default.
- W2767609682 countsByYear W27676096822019 @default.
- W2767609682 countsByYear W27676096822020 @default.
- W2767609682 countsByYear W27676096822022 @default.
- W2767609682 crossrefType "proceedings-article" @default.
- W2767609682 hasAuthorship W2767609682A5044622034 @default.
- W2767609682 hasAuthorship W2767609682A5071832661 @default.
- W2767609682 hasAuthorship W2767609682A5085094109 @default.
- W2767609682 hasConcept C145420912 @default.
- W2767609682 hasConcept C154945302 @default.
- W2767609682 hasConcept C15744967 @default.
- W2767609682 hasConcept C167966045 @default.
- W2767609682 hasConcept C2781285556 @default.
- W2767609682 hasConcept C2986087404 @default.
- W2767609682 hasConcept C39890363 @default.
- W2767609682 hasConcept C41008148 @default.
- W2767609682 hasConcept C49774154 @default.
- W2767609682 hasConcept C73555534 @default.
- W2767609682 hasConceptScore W2767609682C145420912 @default.
- W2767609682 hasConceptScore W2767609682C154945302 @default.
- W2767609682 hasConceptScore W2767609682C15744967 @default.
- W2767609682 hasConceptScore W2767609682C167966045 @default.
- W2767609682 hasConceptScore W2767609682C2781285556 @default.
- W2767609682 hasConceptScore W2767609682C2986087404 @default.
- W2767609682 hasConceptScore W2767609682C39890363 @default.
- W2767609682 hasConceptScore W2767609682C41008148 @default.
- W2767609682 hasConceptScore W2767609682C49774154 @default.
- W2767609682 hasConceptScore W2767609682C73555534 @default.
- W2767609682 hasFunder F4320306076 @default.
- W2767609682 hasFunder F4320321001 @default.
- W2767609682 hasFunder F4320321540 @default.
- W2767609682 hasLocation W27676096821 @default.
- W2767609682 hasOpenAccess W2767609682 @default.
- W2767609682 hasPrimaryLocation W27676096821 @default.
- W2767609682 hasRelatedWork W1968421027 @default.
- W2767609682 hasRelatedWork W2165603413 @default.
- W2767609682 hasRelatedWork W2798914089 @default.
- W2767609682 hasRelatedWork W2884815824 @default.
- W2767609682 hasRelatedWork W2964077644 @default.
- W2767609682 hasRelatedWork W3003214776 @default.
- W2767609682 hasRelatedWork W3014074531 @default.
- W2767609682 hasRelatedWork W3017062960 @default.
- W2767609682 hasRelatedWork W3048537737 @default.
- W2767609682 hasRelatedWork W3120345119 @default.
- W2767609682 isParatext "false" @default.
- W2767609682 isRetracted "false" @default.
- W2767609682 magId "2767609682" @default.
- W2767609682 workType "article" @default.