The Role of Machine Learning in Information Retrieval Research.
Hugo ZaragozaPublished in: CORIA (2006)
Keyphrases
- machine learning
- information retrieval
- information extraction
- text mining
- machine learning algorithms
- application of machine learning methods
- text processing
- search engine
- feature selection
- machine learning methods
- artificial intelligence
- decision trees
- computational linguistics
- learning algorithm
- natural language processing
- model selection
- query expansion
- data mining
- supervised machine learning
- tf idf
- learning to rank
- learning problems
- language model
- information retrieval systems
- computer science
- vector space model
- information systems
- pattern recognition
- natural language
- machine learning and data mining
- machine learning approaches
- knowledge discovery
- information filtering
- question answering
- computer vision
- retrieval effectiveness
- learning tasks
- retrieval model
- retrieval systems
- test collection