Automatic classification of academic documents using text mining techniques.
Haydemar NúñezEsmeralda RamosPublished in: CLEI (2012)
Keyphrases
- automatic classification
- text mining
- text documents
- classify documents
- textual documents
- document clustering
- document classification
- text analysis
- information retrieval
- textual data
- text clustering
- text classification
- text data
- information extraction
- topic modeling
- scientific literature
- text corpora
- document collections
- biomedical literature
- web page classification
- named entities
- free text
- information retrieval systems
- natural language text
- natural language processing
- artificial intelligence
- sentiment analysis
- data mining
- xml documents
- latent dirichlet allocation
- automatic detection
- image dataset
- features extraction
- text analytics
- google scholar
- textual information
- vector space model
- web mining
- document retrieval
- topic models
- text categorization
- keywords
- metadata
- text classifiers
- relevant documents
- user queries
- structured data
- question answering
- knowledge discovery
- search engine
- machine learning