Abstract
It is needed to evaluate ecosystem services in order to make appropriate decision for ecosystem management. In this background the purpose of this study is to analyze structural processes of human enjoying culture-related ecosystem services. As a database including processes of enjoying cultural ecosystem services, "one hundred waka poems" was selected and coded from the context of symbiotic systems conce pts. To the dataset SOM (self organizational map) and agglomerative hierarchical clustering method, which were kinds of data mining method, were conducted. As the result, seven structures as design knowledge of cultural ecosystem services generation and in take, and for detail, (1) cultural ecosystem services are based on the visual contact to environmental objects, (2) there is a possibility of interaction between ecosystems, climate conditions, weather phenomena and activity modes of human system under the process of generating and taking cultural ecosystem services, and (3) it is possible that not only the presence of ecosystem but also products made of natural resources generate cultural ecosystem services.