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On this paper, we propose an efficient community lookup algorithm for MVC referred to as TIVC, and that is dependant on two main Strategies: a three-enhancements (TI) framework by using a little perturbation and edge choice approach. We carried out experiments on true-planet big situations of a large graph benchmark. Compared with 3 point out-of-th