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¿µ¹®Á¦¸ñ(English Title) |
Relationship Analysis between Crime Types and Social Attributes in South Korea |
ÀúÀÚ(Author) |
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Young-Ho Park
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¿ø¹®¼ö·Ïó(Citation) |
VOL 29 NO. 02 PP. 0079 ~ 0094 (2013. 08) |
Çѱ۳»¿ë (Korean Abstract) |
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¿µ¹®³»¿ë (English Abstract) |
In recent decades, South Korea has achieved significant social and economic growth. This rapid social and economic transition that occurred in South Korea is the main reason for a significant increase in crime against women and children, not only in terms of numbers, but also in the variety of crimes. The police agencies often use crime analysis in their efforts for better usage of police resources to discover crimes. In the past, police agencies have used various methods to analyze the crime data, such as statistical and computational methods. However, a big volume of crime data has made the process of analyzing crimes difficult. In this paper, we propose a study on relationship analysis between crime types and social attributes in South Korea using a real crime data set. We propose to measure the correlations between crime types and social attributes of South Korea¡¯s each region. Using R statistical software, we construct the correlation matrices that show not only the relationship between crime types and social attributes, but also the relationship among various social attributes. Using the correlation matrices, we build a ranking of crime types according to the social attributes. This ranking is helpful for police agencies to concentrate their forces on the most problematic regions of South Korea. |
Å°¿öµå(Keyword) |
¹üÁË ºÐ¼®
»ó°ü°ü°èÇà·Ä
RÅë°è ¼ÒÇÁÆ®¿þ¾î
crime analytics
correlation matrix
R statistical software
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