A Comprehensive Evaluation of a Novel Approach to Probabilistic Information Extraction from Large Unstructured Datasets.
Marcello TrovatiPublished in: INCoS (2015)
Keyphrases
- comprehensive evaluation
- information extraction
- semi structured
- structured data
- systematic evaluation
- unstructured documents
- unstructured text
- text mining
- probabilistic model
- natural language processing
- information retrieval
- web documents
- free text
- textual data
- data driven
- generative model
- precision and recall
- unstructured data
- web mining
- bayesian networks
- named entities
- named entity recognition
- text data
- experimental evaluation
- relational learning
- relation extraction
- uci machine learning repository
- feature selection
- machine learning
- neural network
- database
- uncertain data
- probabilistic reasoning
- probabilistic logic
- data sets