A system for identifying one or more resumes from a set of resumes matches a search query using a resume identifying tool is provided. The system includes a memory unit that stores a database and a set of modules, a display unit, and a processor. The set of modules includes (a) a keyword extraction module extracts at least one keyword from the search query, (b) a disambiguation module disambiguates the at least one keyword based on weighted formal concept analysis, and (c) and a resume identification module identifies the one or more resumes by matching (i) the at least one keyword associated with the search query, and (ii) at least one category associated with the at least one keyword with (i) at least one disambiguated keyword associated with each resume of the set of resumes, and (ii) at least one category associated with the at least one disambiguated keyword.