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Crime prevention application using social data

Authors
Lee, K.-Y.Lim, M.-J.Kang, J.-J.Choi, S.-J.Lim, Y.-S.Song, H.-C.Choi, M.-B.
Issue Date
2016
Publisher
International Information Institute Ltd.
Keywords
Crime Prevention; LDA; SNS; Social Data Mining; Topic Modeling
Citation
Information (Japan), v.19, no.9A, pp.3789 - 3794
Journal Title
Information (Japan)
Volume
19
Number
9A
Start Page
3789
End Page
3794
URI
https://scholarworks.bwise.kr/gachon/handle/2020.sw.gachon/8856
ISSN
1343-4500
Abstract
Recently big data based crime prevention system has been utilized by the central government. Such systems play the role of minimizing occurrences of crime and stabilizing public order by predicting time and place of the crime through analysis of crime-related diverse data. However there are still institutional limitations and security issues to apply such crime prevention systems to general public. This paper aims to collect crime-related information from social data such as SNS as well as information and media publicized on the private level and to create data for crime prevention by implementing the LDA topic modeling. ©2016 International Information Institute.
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College of IT Convergence (Major of Electronic Engineering)
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