A Feature-Centric View of Information Retrieval

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.