1. A method comprising: receiving, by an entity extraction computer, user input of search query parameters from a user interface; extracting, by the entity extraction computer, one or more entities from the search query parameters by comparing the search query parameters with an entity co-occurrence database having instances of co-occurrence of the one or more entities in an electronic data corpus and identifying at least one entity type corresponding to the one or more entities in the search query parameters; selecting, by a fuzzy-score matching computer, a fuzzy matching algorithm for searching the entity co-occurrence database to identify one or more records associated with the search query parameters, wherein the fuzzy matching algorithm corresponds to the at least one identified entity type; searching, by the fuzzy-score matching computer, the entity co-occurrence database using the selected fuzzy matching algorithm and forming one or more suggested search query parameters from the one or more records based on the search; and presenting, by the fuzzy-score matching computer, the one or more suggested search query parameters via the user interface.