As a result, many queries contain valid search terms, such as proper nouns and names, which are not well established in the language.
recent research has focused on the use of Web corpora and search logs, rather than human-compiled lexicons, to infer knowledge about spellings and word usages in search queries (e.g., Whitelaw et al., 2009;Cucerzan and Brill, 2004).