Personal Name Disambiguation in Web Search Results Based on a Semi-supervised Clustering Approach.
Kazunari SugiyamaManabu OkumuraPublished in: ICADL (2007)
Keyphrases
- semi supervised clustering
- semi supervised
- metric learning
- unsupervised clustering
- semi supervised learning
- pairwise constraints
- semi supervised classification
- background knowledge
- nonnegative matrix factorization
- k means
- hidden markov random fields
- clustering algorithm
- labeled data
- document clustering
- unlabeled data
- pairwise
- feature selection
- loss function
- supervised classification
- machine learning
- supervised learning
- domain knowledge
- feature space