Discussion and Analysis on the Application of Passive Network Model Based on APRIORI Algorithm and Time Series Dimensions

To analyze the path of the football passing network, a time-based model is established and a time series analysis is carried out. Using the Apriori algorithm to quantify the relationship between players, and Grephi to accurately build the network, making our simulation closer to the real situation. And get the pass network data of the Everton Football Club in the Premier League, based on the analysis of 38 games in the 2017-2018 season. From the time dimension and the results of the APRIORI algorithm, the passing network model is discussed separately, which provides a certain conclusion for the analysis and exploration of the team cooperation of football passing.