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In this report, we unify two quite distinct approaches to informationretrieval: region models and language models. Region models were developed forstructured document retrieval. They provide a well-defined behaviour as well asa simple query language that allows application developers to rapidly developapplications. Language models are particularly useful to reason about theranking of search results, and for developing new ranking approaches. Theunified model allows application developers to define complex language modelingapproaches as logical queries on a textual database. We show a remarkableone-to-one relationship between region queries and the language models theyrepresent for a wide variety of applications: simple ad-hoc search,cross-language retrieval, video retrieval, and web search.

A database approach to information retrieval: The remarkable relationship between language models and region models