Abstract
The Indonesian government is currently intensifying work programs in the field of traditional arts and culture. In order to realize the promotion of the country's culture, the government has enacted a law on cultural promotion. One indicator of the achievement of the promotion of culture, among others, with the collection of data on traditional culture, the data mapping and data inventory can be processed into information and knowledge. In this research, indicators of performance indicators were compiled from connoisseurs of traditional works of art using data in the city of Malang, East Java, Indonesia. The results of the audience's opinion on cultural offerings can be used as a benchmark for the success of the promotion of traditional culture. When the culture is explored and tried to be displayed again, it is important to know the audience's satisfaction and understanding of the display that has just been witnessed. The results of the description of respondents in the form of opinions on the artwork will be collected as data processed using Text Mining with the Clustering of Fuzzy C-Means method to determine the audience's opinion about Feeling , which is related to feelings when viewing the beauty of the artwork, Value is related to the assessment to an art work that can be in the form of art weights contained in the work of art, and Emphasizing , which is related to empathy or respect for the art world, including professions related to the world such as dancers, musicians and others. The results achieved from this study show that has good performance on the proposed method. This can be known from the results of data testing using cluster variance V = 0.00000217901. Based on these values it can be concluded that the value of all cluster variants is good.
Highlights
Cultural shifts began in the millennia era
This study proposes the combined method of Text Mining Fuzzy Clustering as a method
Fuzzy Clustering can measure the level of audience satisfaction with an art performance so that it is very important to more massive promote the Indonesian culture
Summary
Cultural shifts began in the millennia era. Advances in technology led to the spread of a very diverse modern spectacle had shifted the traditions and traditional culture of the Indonesian nation. Fuzzy Clustering can measure the level of audience satisfaction with an art performance so that it is very important to more massive promote the Indonesian culture. The structure of this paper consists of an introduction which contains an introduction to traditional art in Indonesia as a medium to achieve the original culture and orientation of combined text mining - fuzzy clustering for this research, the implementation process of Text Mining which is maximized by combining fuzzy c-Means to improve the results of measuring accuracy. The level of audience satisfaction with an art performance, after that result and analysis, contains an analysis of optimization analysis and improvement results from the implementation of combined text mining-fuzzy c-Means
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