Improving Data Quality by Leveraging Statistical Relational Learning.
Larysa VisengeriyevaAlan AkbikManohar KaulPublished in: ICIQ (2016)
Keyphrases
- data quality
- statistical relational learning
- relational learning
- relational data
- data warehouse
- probabilistic logic
- inductive logic programming
- graphical models
- markov logic networks
- multi relational
- markov networks
- databases
- stacked graphical learning
- structure learning
- belief propagation
- social network analysis
- background knowledge
- bayesian networks
- information retrieval
- data mining