@article{ART001958402},
author={박정민 and Young-Suk Chung and park koo rack},
title={A study to Predictive modeling of crime using Web traffic information},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2015},
volume={20},
number={1},
pages={93-101}
TY - JOUR
AU - 박정민
AU - Young-Suk Chung
AU - park koo rack
TI - A study to Predictive modeling of crime using Web traffic information
JO - Journal of The Korea Society of Computer and Information
PY - 2015
VL - 20
IS - 1
PB - The Korean Society Of Computer And Information
SP - 93
EP - 101
SN - 1598-849X
AB - In modern society, various crimes is occurred. It is necessary to predict the criminal in order toprevent crimes, various studies on the prediction of crime is in progress. Crime-related data, is announcedto the statistical processing of once a year from the Public Prosecutor's Office. However, relative to thecurrent point in time, data that has been statistical processing is a data of about two years ago. It does notfit to the data of the crime currently being generated.
In This paper, crime prediction data was apply with Naver trend data. By using the Web traffic Navertrend, it is possible to obtain the data of interest level for crime currently being generated. It was constructed a modeling that can predict the crime by using traffic data of the Naver web search. Therehave been applied to Markov chains prediction theory. Among various crimes, murder, arson, rape,predictive modeling was applied to target. And the result of predictive modeling value was analyzed. As aresult, it got the same results within 20%, based on the value of crime that actually occurred. In thefuture, it plan to advance research for the predictive modeling of crime that takes into the characteristicsof the season.
KW - Crime prediction;search traffic;Markov chains;trend prediction
DO -
UR -
ER -
박정민, Young-Suk Chung and park koo rack. (2015). A study to Predictive modeling of crime using Web traffic information. Journal of The Korea Society of Computer and Information, 20(1), 93-101.
박정민, Young-Suk Chung and park koo rack. 2015, "A study to Predictive modeling of crime using Web traffic information", Journal of The Korea Society of Computer and Information, vol.20, no.1 pp.93-101.
박정민, Young-Suk Chung, park koo rack "A study to Predictive modeling of crime using Web traffic information" Journal of The Korea Society of Computer and Information 20.1 pp.93-101 (2015) : 93.
박정민, Young-Suk Chung, park koo rack. A study to Predictive modeling of crime using Web traffic information. 2015; 20(1), 93-101.
박정민, Young-Suk Chung and park koo rack. "A study to Predictive modeling of crime using Web traffic information" Journal of The Korea Society of Computer and Information 20, no.1 (2015) : 93-101.
박정민; Young-Suk Chung; park koo rack. A study to Predictive modeling of crime using Web traffic information. Journal of The Korea Society of Computer and Information, 20(1), 93-101.
박정민; Young-Suk Chung; park koo rack. A study to Predictive modeling of crime using Web traffic information. Journal of The Korea Society of Computer and Information. 2015; 20(1) 93-101.
박정민, Young-Suk Chung, park koo rack. A study to Predictive modeling of crime using Web traffic information. 2015; 20(1), 93-101.
박정민, Young-Suk Chung and park koo rack. "A study to Predictive modeling of crime using Web traffic information" Journal of The Korea Society of Computer and Information 20, no.1 (2015) : 93-101.
