Comparing Machine Learning and Information Retrieval-Based Approaches for Filtering Documents in a Parliamentary Setting.
Luis M. de CamposJuan M. Fernández-LunaJuan F. HueteLuis Redondo-ExpósitoPublished in: SUM (2017)
Keyphrases
- information retrieval
- machine learning
- document collections
- information retrieval systems
- information extraction
- information filtering
- vector space model
- document retrieval
- relevant documents
- retrieval systems
- structured documents
- machine learning algorithms
- machine learning approaches
- keywords
- text mining
- retrieval model
- search engine
- latent semantic indexing
- data mining
- decision trees
- document clustering
- information retrieval evaluation
- ir models
- relevance ranking
- metadata
- active learning
- knowledge discovery
- web documents
- natural language processing
- statistical methods
- machine learning methods
- language modeling
- test collection
- question answering
- topic modeling
- text collections
- latent semantic analysis
- relevance feedback
- language model
- term weighting schemes
- document indexing