원문정보
A Study on Perception for Public Safety of Seoul Citizens using Multiple Regression Analysis
초록
영어
The government and the police are trying to expand the safety of the people by spreading "four major social evil erasures" intensively crackdown and prevention activities of sexual assault, school violence, domestic violence, and bad foods for the main purpose of security activities I made an effort. However, in spite of such efforts, the public's feelings of social unrest and the concern about security have not been significantly improved. Therefore, in this paper, using R which is the tool for analyzing big data which is most widely used in each field such as enterprise, consulting, public field, etc., R Using variables measured at each level, we analyzed by analyzing multiple regression analyzes, and confirmed what kind of correlation there is in relation to the direction affecting policy improvement I will try to present it.
한국어
정부와 경찰은 ‘4대 사회악 근절’을 치안활동의 핵심목표로 성폭력, 학교폭력, 가정폭력, 불량식품에 대한 집중 적인 단속과 예방활동을 펼치며 국민안전 향상을 위해 노력하였다. 그러나 이와 같은 노력에도 불구하고 국민들이 느 끼는 사회불안감과 치안에 대한 불안감은 크게 개선되지 않은 것으로 보인다. 따라서 본 논문은 최근 기업, 컨설팅, 공 공분야 등 각 분야에서 가장 많이 활용하고 있는 빅데이터 분석용 툴인 R을 이용하여 서울지역을 중심으로 주민들의 체감안전도에 영향을 미치는 변수에 대해 각각의 수준에서 측정된 자료를 통해 다중회귀분석을 활용하여 분석하고, 어 떠한 상관관계가 있는지를 확인하여 정책적 개선 방향에 대해서 제시하고자 한다.
목차
Abstract
Ⅰ. 서론
Ⅱ. 관련기술
1. 빅데이터(Big Data)
2. 데이터마이닝(Data Mining)
3. R 기반 통계분석
4. 다중 회귀 분석(multiple regression analysis)
Ⅲ. 관련연구
1. 체감안전도
V. 분석 결과
VI. 결론
References
저자정보
참고문헌
- 1Byung-DO. Lee, "Multi-level Modeling Analysis on Factors of Fear of Crime: focusing on Crime Vulnerability and Social Disorganization," Social Science Research, Vol. 22, No. 4, pp. 49-70, 2015.12.
- 2Seong-Yeo. Noh, "An Analysis Techniques for Coatings Mixing using the R Data Analysis Framework," The Journal of Korea Multimedia Society, Vol. 18, No. 6, pp. 734-741, 2015.6. DOI: http://dx.doi.org/10.9717/kmms.2015.18.6.734
- 3Sun-hong. KIM, "A Study on Large-Scale Traffic Information Modeling using R," The Journal of Information Science Society : Systems and Theory, Vol. 41, No. 4, pp. 151-157, 2014.8.
- 4Geum-Joo. Jahng, "The Study of the Relationship between Cash-To-Cash Cycle Time and Financial Performance of Korean Companies in Various Industries and with Different Sizes by Using Multiple Linear Regression Analysis" Journal of the Korean Society of Supply Chain Management Vol. 11, No. 2, pp. 55-73, 2011.10.
- 5Cheol-Uh. Jung, "A Study on Factors Affecting the Indicators for Fear of Crime," Korea Police Research, Vol. 13, No. 4, pp. 261- 288, 2014.
- 6The Fear of Rape: A Study in Social Control네이버 원문 이동
- 7Seung-Yeol. Bang, "A Study on Big Data-based Software Architecture Design for Utilizing Public Open Data," Journal of Korean Institute of Information Technology Vol. 13, No. 10, pp. 99-107, 2015.10. DOI: http://dx.doi.org/10.14801/jkiit.2015.13.10.99
- 8Hyung-Chul. Han, "Decision-making sys tem for the resource forecasting and risk management using regression algorithms," Journal of Korean Institute of Information Technology Vol. 15, No. 6, pp. 311-319, 2015.10. DOI: http://dx.doi.org/10.7236/JIIBC.2015.15.6.311
- 9Bong-Uh. Nam, "The Spatial Electric Load Forecasting Algorithm using the Multiple Regression Analysis Method," Journal of the Korean Institute of Illuminating and Electrical Installation Engineers Vol. 22, No. 2, pp. 63-70, 2008.2.
- 10Sang-Jin. Han, "Safety Analysis on Pedestrian Crossings in Urban Corridors with Bus Rapid Transit System," Journal of the Korean Society of Road Engineers Vol. 10, No. 4, pp. 1-8, 2008.12.
- 11Young-Shin. Kim, "Derivation of predicting regression equations of bonding thickness and deflection of glass edge considering the interaction effects between the parameters," Journal of the Korea Academia-Industrial cooperation Society Vol. 14, No. 2, pp. 511-516, 2013. DOI: https://doi.org/10.5762/KAIS.2013.14.2.511