A Supervised Learning Approach To Entity Matching Between Scholarly Big Datasets.
Jian WuAthar SefidAllen C. GeC. Lee GilesPublished in: K-CAP (2017)
Keyphrases
- supervised learning
- matching algorithm
- entity resolution
- unsupervised learning
- pattern matching
- labeled data
- matching process
- supervised classification
- multiple instance learning
- reinforcement learning
- training data
- semi supervised learning
- benchmark datasets
- graph matching
- image matching
- training dataset
- matching scheme
- entity identification
- active learning
- knowledge base
- learning algorithm
- class labels
- natural language processing
- image registration
- learning tasks
- semi supervised
- feature matching
- image retrieval
- digital libraries
- uci machine learning repository
- data sets
- database