A genetic algorithm based entity resolution approach with active learning.
Chenchen SunDerong ShenYue KouTiezheng NieGe YuPublished in: Frontiers Comput. Sci. (2017)
Keyphrases
- entity resolution
- active learning
- record linkage
- information extraction
- data integration
- markov networks
- link prediction
- query processing
- data cleaning
- training set
- machine learning
- learning algorithm
- labeled data
- cost sensitive
- graphical models
- supervised learning
- conditional random fields
- random walk
- maximum likelihood
- website