Automatic Knowledge Base Construction using Probabilistic Extraction, Deductive Reasoning, and Human Feedback.
Daisy Zhe WangYang ChenSean GoldbergChristan GrantKun LiPublished in: AKBC-WEKEX@NAACL-HLT (2012)
Keyphrases
- deductive reasoning
- knowledge base
- knowledge representation
- data driven
- bayesian networks
- semi automatic
- probabilistic model
- human subjects
- expert systems
- context sensitive
- generative model
- human operators
- relevance feedback
- human behavior
- automatic extraction
- human users
- probabilistic reasoning
- knowledge structures
- inference engine
- user engagement
- construction process
- real time
- user feedback
- knowledge sources
- belief revision
- knowledge acquisition
- co occurrence
- case based reasoning
- information extraction
- web pages
- machine learning
- neural network