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A study on the efficient extraction method of SNS data related to crime risk factor
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 Title & Authors
A study on the efficient extraction method of SNS data related to crime risk factor
Lee, Jong-Hoon; Song, Ki-Sung; Kang, Jin-A; Hwang, Jung-Rae;
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 Abstract
In this paper, we suggest a plan to take advantage of the SNS data to proactively identify the information on crime risk factor and to prevent crime. Recently, SNS(Social Network Service) data have been used to build a proactive prevention system in a variety of fields. However, when users are collecting SNS data with simple keyword, the result is contain a large amount of unrelated data. It may possibly accuracy decreases and lead to confusion in the data analysis. So we present a method that can be efficiently extracted by improving the search accuracy through text mining analysis of SNS data.
 Keywords
Crime risk factor;SNS data;Data retrieval;Text mining;
 Language
Korean
 Cited by
 References
1.
Statistics Korea, "Women's lives to see the statistics", Report, June, 2014.

2.
J. H. Park, "A study on the Applicability of SNS Data for the Urban Policy Indicator : Tweet data on the Spatial Characteristics of the Residential Environment Satisfaction", The Graduate School of Ewha Womans University, Master's Thesis, July, 2013.

3.
S. J. Kang, K. H. Lee, "A study on the Assessment Variables and Method for the Crime Risk Assessment - Focused on the burglary composed of invasion and street crime", Journal of Safety and Crisis Management, Vol. 6, No. 3, pp. 144-171, Sep. 2010.

4.
J. S. Lee, C. S. Hwang, T. H. Kim,, "A Study on the Crime Mapping and Monitoring System Development", Journal of Cadastre, Vol. 44, No. 1, June, 2014.

5.
Y. C. Jo, "A Review on the Crime Prevention Through the Crime Prediction", Korea Association of Criminal psychology, Vol. 1, No. 1, pp. 273-294, Jan. 2005.

6.
T. W. Seo, M. G. Park, C. S. Kim, "Design and Implementation of the Extraction Mashup for Reported Disaster Information on SNSs", Journal of Korea Multimedia Society, Vol. 16, No. 11, pp. 1297-1304, Nov. 2013. crossref(new window)

7.
M. H. Kim, Y. S. Kwon, "A study on Term Weighting Methods for performance improvements of text classification", Fall Conference - The Korean Institute of Industrial Engineers, Vol. 2011, No. 11, pp. 453-464, Nov. 2011.

8.
G. H. Jung, "A Study of foresight method based on textmining and complexity network analysis", Korea Institute of S&T Evaluation and Planning, Report, Dec. 2010.

9.
wikipedia, "http://ko.wikipedia.org", 2014

10.
M. H. Kim, J. H. Jung, LG Business Insight Report, Feb. 2013.

11.
S. A. Kim, "A study on SNS(Social Network Service) service Improvement plan through SNS users's interest grasp", DongGuk University, Master's Thesis, June 2010.

12.
National Police Agency, "Crime Prevention Through Environmental Design", Report, Sep. 2005.

13.
H. S. Choi, H. H. Park, "Satisfaction Realization of Apartment House Inhabitants for CPTED Design Element: To with Group by CPTED Application Level, Reciprocal Action Effect of Crime Prevention Effort", Korea Security, Science Association, Vol. 22, pp.231-258, Mar. 2010.

14.
S. S. Kim, D. K. Kim, "A Study on Schemes to Activate CPTED in Housing Complex", Korea Association of Criminal Psychology, Vol. 7, No. 1, pp. 55-78, July, 2011.

15.
S. J. Yun, S. J. Lee, S. J. Kang, "A Study on the Applicable Factors for the Crime-free Campus Focused on the CPTED", The Architectural Institute of Korea, Vol. 28, No. 3, pp. 119-126, Mar. 2012.

16.
E. H. Lee, S. J. Kang, K. H. Lee, "A Study on the Application of Crime Prevention Through Environmental Design for the District Unit Plan", The Architectural Institute of Korea, Vol. 24, No. 2, pp. 129-138, Feb. 2008.

17.
H. T. Shin, S. C. Bahn, "A Study on Analysis for the applications of CPTED in Urban Residential Neighborhood", The Architectural Institute of Korea Branch Association Studies, Vol. 2010, No. 1, pp. 109-118, Dec. 2010.

18.
J. H. Choi, D. S. Choi, S. Y. Park, H. K. Oh, "A Method for Improving Recall Precision on Information Retrieval Systems Using Multiple Terms", The Korean Institute of Information Scientists and Engineers, Vol. 25, No. 2, pp. 150-152, Oct. 1998.

19.
E. J. Kim, H. S. Lee, "A Study on Alternative Design Research Model using Unstructured Online Data -through Design Ethnography Methodology-", Society of Design Convergence, Vol. -, No. 42, pp. 205-223, Oct. 2013.