Abstract: Using web crawler program, and collecting user-contributed content of 5A-class tourist attractions in Bingjing from travel review sites of Tripadvisor, this paper uses leximaner software for text analysis, and identifies not only the dimensions of perceived image of inbound tourists to scenic spots, but also the differences of perceived image between different scores that tourists give. The results show that Beijing's perceived image of 5A-class scenic spots from inbound tourists mainly includes five aspects: "attraction", "experience", "service", "people" and "Traffic" and so on, Mutianyu Great Wall and the Temple of Heaven Park are of the highest value, Gongwangfu is the lowest one. Scenic spots that belong to 1 to 3 score is related to Ming Tombs, Prince Gong's Palace and the Forbidden City. Inbound tourists are not satisfied with souvenirs, scenic spots, food, tickets, etc. provided by scenic spots. Scenic spots evaluated 4 to 5 points are related to Mutianyu Great Wall, Summer Palace, Temple of Heaven and the Olympic forest park, and inbound tourists is satisfied with tourism attractions, internal traffic and local residents.