Knowledge acquisition through machine learning: minimising expert's effort.
Ricardo Blanco-VegaJosé Hernández-OralloM. José Ramírez-QuintanaPublished in: ICMLA (2005)
Keyphrases
- knowledge acquisition
- machine learning
- domain experts
- acquired knowledge
- knowledge based systems
- knowledge engineering
- expert systems
- knowledge representation
- inductive learning
- ripple down rules
- knowledge base
- knowledge engineers
- data mining
- expert knowledge
- artificial intelligence
- information extraction
- explanation based learning
- data analysis
- incremental knowledge acquisition
- computer vision
- human experts
- machine learning methods
- support vector machine
- learning systems
- natural language processing
- learning tasks
- pattern recognition
- bayesian networks
- unsupervised learning
- supervised machine learning
- text classification
- effort needed
- real time
- domain specific