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Markov network information retrieval model integrates computer, Atopology and possibility which is a powerful tool for representation and inference of possibility knowledge. This paper mainly introduces background and the general theory of the model. Several information retrieval models based on the Markov network are summed up from different perspective of Markov network space. Finally, the future work on the model is proposed.