Revealing Interaction Patterns Among Youth in an Online Social Learning Network Using Markov Chain Principles.
Sarah BisharaJennifer BaltesTaha HamidTaihua LiDenise C. NacuCaitlin Kennedy MartinJonathan GemmellChris MacArthurDaniela RaicuNichole PinkardPublished in: CSCL (2017)
Keyphrases
- markov chain
- social learning
- interaction patterns
- social interaction
- steady state
- transition probabilities
- learning community
- state space
- monte carlo
- markov model
- monte carlo method
- stationary distribution
- monte carlo simulation
- random walk
- transition matrix
- content analysis
- learning analytics
- online learning
- online communities
- computational models
- social network analysis
- knowledge management