1. A method for collecting entity aliases, the method comprising: obtaining, from a web search engine, at least one Web object associated with a user' input entity; obtaining, from a social tag website, a respective set of social tags for each of the Web objects; defining, based upon the respective set of social tags, candidate aliases for the user's input entity; and refining the candidate aliases to obtain a collection of aliases of the user's input entity.