A Feature-Centric View of Information Retrieval |
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| Author:
| Metzler, Donald |
| Series title: | The Information Retrieval Ser. |
| ISBN: | 978-3-642-22897-1 |
| Publication Date: | Oct 2011 |
| Publisher: | Springer
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| Book Format: | Hardback |
| List Price: | AUD $205.95 |
Book Description:
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In this work, Metzler describes highly effective information retrieval models for both smaller, classical data sets, and larger Web collections. In a shift away from heuristic, hand-tuned ranking functions and complex probabilistic models, he presents feature-based retrieval models. As he shows, combining term dependencies and arbitrary features results in a very robust, powerful retrieval model.
In this work, Metzler describes highly effective information retrieval models for both smaller, classical data sets, and larger Web collections. In a shift away from heuristic, hand-tuned ranking functions and complex probabilistic models, he presents feature-based retrieval models. As he shows, combining term dependencies and arbitrary features results in a very robust, powerful retrieval model.