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http://dx.doi.org/10.7851/Ksrp.2018.24.1.067

Evaluation of Vulnerability on Rural Emergency Relief Service using Text Mining  

Woo, Jaehyeong (Riceall Nonghyup)
Park, Jinseon (Dept. of Rural and Agricultural Engineering, College of Agriculture, Life & Environment Science, Chungbuk National University)
Yoon, Seongsoo (Dept. of Rural and Agricultural Engineering, College of Agriculture, Life & Environment Science, Chungbuk National University)
Publication Information
Journal of Korean Society of Rural Planning / v.24, no.1, 2018 , pp. 67-74 More about this Journal
Abstract
The rural areas are large residential space with fewer people than urban areas. That is why they are vulnerable to social services such as health care and security. This research analyzed the vulnerability of emergency relief service in rural village through text mining and the weighting value have been calculated. Based on the calculated statistics data, the police facilities are the most important, While the fire fighting and hospital facilities are important as well. In addition, the distance from the emergency relief service facility to the rural village was confirmed by using Open API. By combining these results, The vulnerable areas of the rural villages and the emergency relief service facilities were calculated and classified into 5 levels. For rural areas, the 1st class will have 33 places, following by 1,179 in 2nd class, 199 in 3rd class, 17 in 4th class and 8 in 5th class. Hence in order to further supplement the vulnerable areas to emergency relief service in villages, geographical relocation and policy approach of emergency relief service facilities are necessary.
Keywords
Vulnerability; Text Mining; Emergency Relief Service; Rural Area;
Citations & Related Records
Times Cited By KSCI : 3  (Citation Analysis)
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1 Kim, H., 2014, Measuring Spatial Accessibility to Public Health Care Facilities in the Seoul Metropolitan Region, Master Thesis, Seoul Nation University
2 Kim, H., Jo, N. and K. Shin, 2015, Text Mining-Based Emerging Trend Analysis for the Aviation Industry, Journal of Intelligence Information System, 21(1), pp.65-82   DOI
3 Koo, S. and H. Yoo, 2012, An Analysis of Fire Area in Jinju City based on Fire Mobilization Time, Journal of the korean Society for Geospatial Information System, 20(4), pp.127-134   DOI
4 KOSIS, 2017, Population Projections by Provinces
5 KREI, 2014, Measures to Establish the Communitybased Welfare System in Rural Area
6 Lee, J., Cho, S. and J. Hwang, 2013, Potential Accessibility of Rural Public Health Facilities, Journal of Agricultural Extension & Community Development, 20(2), pp.431-450   DOI
7 Ministry of Public Safety and Security, 2016, National Safety Management Plan
8 National Fire Data System(NFDS), 2016, Fire Statistical Yearbook
9 Oh, C., Lee, S., Lee, I. and S. Kho, 2012, A Spatial Analysis about Arrival Delay and Dispatch Distribution of the 119 Rescue-Aid Service utilizing GIS - Gyeongsangbuk-Do Case Study-, Journal of the Korea Society of Civil Engineers, 32(1D), pp.13-22   DOI
10 The Korea Transport Institute(KOTI), 2014, A Study on the Emergency Response System for Road Accidents
11 Yang, B. and C. Hwang, 2005, Thinking about the Equity for the Emergency Medical Service, Journal of the Korean Cartographic Association, 5(1), pp.7-14
12 Yi, Y. and E. Kim, 2015, The Effects of Accessibility to Medical Facilities and Public Transportation on Perceived Health of Urban and Rural Elderly : Using Generalized Ordered Logit Model, The Korean Regional Development Association, 27(1), pp.65-88
13 You, S. and H. Uhm, 2011, Correlation among patient's mental status, paramedic, care-giver and emergency treatment, Korea Society for Wellness, 6(1), pp.179-185
14 https://developers.naver.com/docs/map/overview/
15 https://github.com/mrchypark/naverNewsParser
16 http://www.textom.com