As the festival is right in autumn when the chrysanthemums are in full bloom, the custom of appreciating chrysanthemums and drinking chrysanthemum wine comes into being. It is said this custom developed from the action of Tao Yuanming, a poet who lived in the Jin Dynasty and loved liquor and chrysanthemums.

[source:cultural-china.com]