5. The computer program product of claim 4 , wherein either the privacy policy configuration is defined for each web browser or a different privacy policy configuration is defined for each web browser, wherein multiple web browsers are installed on a computing device.
4. A computer program product for policy-based search privacy comprising: a computer readable storage device having program instructions embodied therewith, wherein the computer readable storage device is not a transitory signal per se, the program instructions executable by a processor to cause the processor to perform a method comprising: receiving a privacy policy configuration, wherein the privacy policy configuration includes at least one semantic domain, at least one semantic scope, at least one semantic domain database, and at least one lexical database, and wherein the privacy policy configuration is set on a per-browser basis in a multi-browser environment; intercepting a desired web search, wherein the desired web search is intercepted following its entry into a web browser and is not submitted to a search engine; in response to intercepting the desired web search, comparing the intercepted desired web search with the at least one semantic domain in the privacy policy configuration; parsing the intercepted desired web search to identify search terms, wherein the identified search terms include phrases, keywords, and pattern matched partial keywords; matching the identified search terms with the at least one semantic domain in the privacy policy configuration; and in response to matching at least one identified search term, generating and sending, by the search privacy module, one or more queries to at least one semantic domain database and at least one lexical database, wherein each of the one or more generated queries is within the semantic scope for the at least one identified term, and wherein the semantic scope specifies a number of hierarchy levels beginning at the semantic domain, within which the received results are generated; and in response to receiving results from the one or more generated sent queries, creating a semantically similar web search for each of the received results, and submitting, to the search engine, each of the semantically similar web searches along with the unaltered desired web search.