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Studying the history of music may provide a glimpse into the development ofhuman creativity as we examine the evolutionary and revolutionary trends inmusic and genres. First, a musical influence metric was created to construct adirected network of musical influence. Second, we examined the revolutions anddevelopment of musical genres, modeled the similarity, and exploredsimilarities and influences within and between genres. Hierarchical clusteranalysis and time series analysis of genres were used to explore thecorrelation between genres. Finally, Network Analysis, Semantic Analysis, andRandom Forest Model are employed to find the revolutionaries.  The above work was applied to Country music to sort out and analyze itsevolution. In studying the connection between music and the social environment,time series analysis is used to determine the impact of social, political, ortechnological changes on music.

Music Influence Modeling Based on Directed Network Model