Teaching empirical skills and concepts in computer science using random walks.
Grant BraughtPublished in: SIGCSE (2005)
Keyphrases
- random walk
- computer science
- computer science students
- introductory programming courses
- students studying
- mathematical concepts
- computer science education
- computational thinking
- thinking skills
- directed graph
- information literacy
- technical expertise
- markov chain
- computer programming
- lecture notes
- computer science curriculum
- lifelong learning
- transition probabilities
- machine learning
- transition probability matrix
- link prediction
- learning environment
- stationary distribution
- communication skills
- teaching methods
- spectral methods
- data mining
- educational technology
- learning process
- artificial intelligence
- helping students
- flow graph
- high school
- higher education
- markov random walk
- proximity measures
- key topics
- web graph
- steady state
- e learning