How practical is it? Machine Learning for Identifying Conceptual Interoperability Constraints in API Documents.
Hadil AbukwaikMohammed AbufoudaThejashree NairH. Dieter RombachPublished in: CoRR (2018)
Keyphrases
- machine learning
- metadata
- information retrieval
- automatic text categorization
- document classification
- text documents
- xml documents
- information retrieval systems
- document clustering
- information systems
- text classification
- machine learning methods
- real world
- theoretical underpinnings
- constraint satisfaction
- relevant documents
- learning algorithm
- artificial intelligence
- text mining
- supervised learning
- knowledge representation
- conceptual information
- conceptual structures
- document collections
- web documents
- high level
- document retrieval
- database
- data mining
- electronic documents
- document analysis
- vector space model
- keywords
- digital libraries
- data analysis
- information sharing
- machine learning algorithms
- constraint satisfaction problems
- text categorization
- semantic web
- knowledge acquisition
- source code
- support vector machine