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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.
Nákup knihy
A Feature-Centric View of Information Retrieval, Donald Metzler
- Jazyk
- Rok vydania
- 2013
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- Titul
- A Feature-Centric View of Information Retrieval
- Jazyk
- anglicky
- Autori
- Donald Metzler
- Vydavateľ
- Springer Berlin Heidelberg
- Rok vydania
- 2013
- Väzba
- mäkká
- Počet strán
- 180
- ISBN13
- 9783642270178
- Kategórie
- Matematika, Počítače, IT, programovanie
- Anotácia
- 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.