This paper proposes a novel query expansion method using Local Context Analysis(LCA) based concept tree pruning.It extracts the suggested terms from initial documents which are retrieved for the original query by LCA method,and uses these terms to prune the concept tree built by lexical database,to add new terms,and to recalculate the weight of expanding terms.Experiments show that the combined expansion yields significant improvements over existing algorithms under the same experimental condition.