Combining Information Extraction, Deductive Reasoning and Machine Learning for Relation Prediction.
Xueyan JiangYi HuangMaximilian NickelVolker TrespPublished in: ESWC (2012)
Keyphrases
- information extraction
- machine learning
- deductive reasoning
- text mining
- natural language processing
- knowledge representation
- prediction accuracy
- precision and recall
- named entity recognition
- information retrieval
- web documents
- relation extraction
- free text
- prediction model
- textual data
- knowledge base
- text processing
- prediction algorithm
- learning algorithm
- relational learning
- knowledge acquisition
- semi supervised learning
- machine learning algorithms
- web mining
- learning systems
- named entities
- data mining
- prediction error
- machine learning methods
- structured data
- text classification
- computer vision
- support vector machine
- natural language
- pattern recognition
- ontology based information extraction
- neural network
- protein secondary structure prediction
- open domain
- data extraction
- feature selection
- reinforcement learning
- explanation based learning
- artificial neural networks
- active learning
- knowledge discovery
- domain specific
- learning tasks
- semi structured
- question answering
- machine translation