Automated feature generation from structured knowledge.
Weiwei ChengGjergji KasneciThore GraepelDavid H. SternRalf HerbrichPublished in: CIKM (2011)
Keyphrases
- feature generation
- structured knowledge
- semi structured
- inductive learning
- text categorization
- knowledge representation and reasoning
- knowledge base
- statistical approaches
- information extraction
- word sense disambiguation
- feature representations
- machine learning
- constructive induction
- generation method
- co training
- conceptual graphs
- selection strategy
- document classification
- knowledge representation
- inductive logic programming
- feature selection
- data sets
- logic programming
- statistical modeling
- reasoning systems
- prior knowledge
- feature construction
- relational databases
- statistical methods
- description logics
- text classification