Using Bayesian networks to discover relationships between bibliometric indices. A case study of computer science and artificial intelligence journals.
Alfonso IbáñezPedro LarrañagaConcha BielzaPublished in: Scientometrics (2011)
Keyphrases
- computer science and artificial intelligence
- bayesian networks
- causal relationships
- engineering design
- discover hidden
- conditional independence
- digital libraries
- mathematics and computer science
- structural models
- test bed
- incomplete data
- probabilistic modeling
- learning bayesian networks
- probabilistic model
- case study
- probabilistic reasoning
- classical logic
- random variables
- probabilistic knowledge
- inference in bayesian networks
- conditional independencies
- probabilistic inference
- learning algorithm
- hidden variables
- expert knowledge
- conditional probabilities
- graphical models
- object oriented
- fuzzy logic