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The book introduces innovative information retrieval models tailored for both traditional data sets and expansive Web collections. Metzler moves beyond conventional heuristic methods and intricate probabilistic approaches, advocating for feature-based retrieval models. He demonstrates how integrating term dependencies with various features leads to the development of a robust and effective retrieval framework, enhancing the efficiency and accuracy of information retrieval processes.
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A Feature-Centric View of Information Retrieval, Donald Metzler
- Language
- Released
- 2011
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- (Hardcover)
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- Title
- A Feature-Centric View of Information Retrieval
- Language
- English
- Authors
- Donald Metzler
- Publisher
- Springer-Verlag GmbH
- Released
- 2011
- Format
- Hardcover
- ISBN10
- 3642228976
- ISBN13
- 9783642228971
- Description
- The book introduces innovative information retrieval models tailored for both traditional data sets and expansive Web collections. Metzler moves beyond conventional heuristic methods and intricate probabilistic approaches, advocating for feature-based retrieval models. He demonstrates how integrating term dependencies with various features leads to the development of a robust and effective retrieval framework, enhancing the efficiency and accuracy of information retrieval processes.