A Feature-Centric View of Information Retrieval |
|
| Author:
| Metzler, Donald |
| Series title: | The Information Retrieval Ser. |
| ISBN: | 978-3-642-22898-8 |
| Publication Date: | Sep 2011 |
| Publisher: | Springer
|
| Book Format: | Ebook |
| List Price: | USD $109.00 |
Book Description:
|
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.