A Feature-Centric View of Information Retrieval

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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.