Formal rules for concept and semantics manipulations in cognitive linguistics and machine learning.
Yingxu WangPublished in: IEEE ICCI*CC (2017)
Keyphrases
- machine learning
- highly expressive
- cognitive science
- deduction rules
- transformation rules
- computer science
- natural language processing
- rule language
- data mining
- logical rules
- mathematical theory
- formal semantics
- formal language
- natural language
- logic programming
- rule learning
- dynamic aspects
- model theoretic
- machine learning algorithms
- owl ontologies
- semantic information
- learning algorithm
- production rules
- business rules
- information extraction
- formal model
- active rules
- knowledge acquisition
- operational semantics
- semantic mapping
- machine learning methods
- language learning
- semantic constraints
- default rules
- classification rules
- association rules
- machine processable
- reasoning mechanisms
- artificial intelligence
- uncertain information
- cognitive processes
- inductive learning
- rule sets
- conceptual model