This paper is a study on minimum query peers and apply glossary semantic similarity of “HowNet” to P2P search. It introduces and analyzes the intelligence search algorithm and the glossary semantic similarity of “HowNet”. Based on the intelligence search algorithm, heuristic search algorithm on “HowNet” is proposed and analyzed.