AUG: A combined classification and clustering approach for web people disambiguation.
Els LefeverVéronique HosteTimur FayruzovPublished in: SemEval@ACL (2007)
Keyphrases
- supervised classification
- clustering algorithm
- classification accuracy
- web people search
- unsupervised classification
- feature selection
- website
- pattern recognition
- classification algorithm
- classification method
- k means
- support vector machine svm
- unsupervised clustering
- unsupervised learning
- feature extraction
- machine learning
- training set
- support vector
- support vector machine
- web snippets
- text classification
- image classification
- supervised learning
- neural network
- determined automatically
- web documents
- feature vectors
- web mining
- fuzzy clustering
- web data
- web applications
- clustering analysis
- content similarity
- web objects
- spectral clustering
- combining multiple
- web resources
- classification models
- text mining
- outlier detection
- clustering method
- model selection
- co occurrence