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When the evaluation system of regular sports events is applied to evaluating large-scale sports events, there is a shortage of the coverage rate of events evaluation and the low calculation precision of events economic evaluation index.+is paper proposed the evaluation system of large-scale sports events based on the analytic hierarchy process. Firstly, we construct the evaluation system of large-scale events. Secondly, we determined the evaluation principles and evaluation procedures of events.+e proposed model implies a fuzzy standard form system to get an optimal network structure, eliminate conflict rules, and trim nodes and links. +e economic indicators of events are evaluated according to the content of events, such as financial cash flow, net present value, and profit margin of events.We also analyzed the evaluation of the content of social benefit and calculated the social impact assessment index to realize the evaluation of large sports events based on the analytic hierarchy process. According to the test data, the evaluation system’s performance is better than the traditional evaluation system, and the coverage is increased by 47.85%. +e accuracy of the events economic evaluation index is improved by 32.45%. It is more applicable to the evaluation of large-scale sports events.

Evaluation of Large-Scale Sports Project Based on Analytic Hierarchy Process