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- W2069440160 abstract "Data mining is a useful technology that can support new discoveries based on the pattern analysis and a variety of linkages between data, and currently is utilized in various fields such as finance, marketing, medical. In this paper, we propose an effective utilization method of data based on analysis of spatial data mining. We make use of basic data of foreigners living in Seoul. However, the data has some features distinguished from other areas of data, classification as sensitive information and legal problem such as personal information protection. So, we use the basic statistical data that does not contain personal information. The main features and contributions of the proposed method are as follows. First, we can use Big Data as information through a variety of ways and can classify and cluster Big Data through refinement. Second. we can use these kinds of information for decision-making of future and new patterns. In the performance evaluation, we will use visual approach through graph of themes. The results of performance evaluation show that the analysis using data mining technology can support new discoveries of patterns and results." @default.
- W2069440160 created "2016-06-24" @default.
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- W2069440160 date "2013-06-30" @default.
- W2069440160 modified "2023-09-22" @default.
- W2069440160 title "Effective Utilization of Data based on Analysis of Spatial Data Mining" @default.
- W2069440160 cites W1532381193 @default.
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- W2069440160 doi "https://doi.org/10.7236/jiibc.2013.13.3.157" @default.
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