메뉴 건너뛰기
Library Notice
Institutional Access
If you certify, you can access the articles for free.
Check out your institutions.
ex)Hankuk University, Nuri Motors
Log in Register Help KOR
Subject
Humanities
General Humanities History Philosophy Religious Studies Linguistics and Literature Other Humanities
Social science
General Social Science Business Management Tourism Education Military Science Library and Information Science Law Sociology Journalism and Media Studies Psychological Science Political Science and Diplomacy Geography Public Administration Economics International Trade Anthropology Other Social Science
Natural science
General Natural Science Physics Biology Life Sciences Mathematics/Statistics Astronomy Earth Science Chemistry Other Natural Science
Engineering
General Engineering Architectural Engineering Mechanical Engineering Industrial Engineering Material/Energy Engineering Electrical and Electronic Engineering Marine and Ocean Engineering Chemical Engineering Computer Science Other Engineering
Medical science
General Medical Science Nursing Science Veterinary Pharmacy Traditional Korean Medicine Basic Medicine Clinical Medicine Other Medicine
Agriculture and Fishery
General Agriculture and Fishery Agriculture Fishery Science Food Science Forestry Animal Husbandry Marine Transportation Studies Other Agriculture and Fishery
Art and Kinesiology
General Arts Design Fine Arts Cosmetology Photography Music Fashion Kinesiology Performing Media Arts Other Arts and Kinesiology
Interdisciplinary Studies
Interdisciplinary Research Science and Technology Studies Brain and Cognitive Science Technology Policy Other Interdisciplinary Studies

KOR

A Study on Forecasting Risk of Gas Accident using Weather Data
Recommendations
Search
Questions

기상 데이터를 활용한 가스사고위험 예보에 관한 연구

논문 기본 정보

Type
Academic journal
Author
Jeong Seok Oh (한국가스안전공사)
Journal
The Korean Institute of Gas JOURNAL OF THE KOREAN INSTITUTE OF GAS Vol.22 No.5 KCI Accredited Journals
Published
2018.10
Pages
107 - 113 (7page)

Usage

cover
📌
Topic
📖
Background
🔬
Method
🏆
Result
A Study on Forecasting Risk of Gas Accident using Weather Data
Ask AI
Recommendations
Search
Questions

Abstract· Keywords

Report Errors
While accident data are used to show alertness to accidents or to review similar cases, the analysis of nature of accident data its association with surrounding environment is very insufficient. Therefore, it is very necessary to demonstrate the possibility of an accident for a particular region by developing analysis techniques with the related accident data. The purpose of this study is to develop an analysis model and implement a system that produces regional accident probability based on historical weather information data and accident and reporting data. In other words, the system is designed and developed to create models by k-NN and decision tree algorithms with optional user-environment variables based on the probability between weather and accidents about many particular region of Korea. In the future, the models developed in this study are intended to be used to analyze and calculate the risk of a more narrow area.
#Weahter Database #Accident Database #K-Nn #Decision Tree #Intelligent Analysis Model

Contents

요약
Abstract
I. 서론
II. 가스사고 예측을 위한 데이터베이스 구축
III. 지능형 가스사고 예측 모델 설계
IV. 웹기반 가스사고 예측 시스템 구현
V. 결론
REFERENCES

References (8)

Add References
[단행본] - Daniel, A. / 1990 / Chemical Risk Analysis: Fundamentals with Application / Prientice Hall google schola [학술지(정기간행물)] - Oh, J, S. / 2010 / A Study on Autonomic Decision Method for Smart Gas Environment in Korea / Advances in Intelligent and Soft Computing 72 : 1 ~ 9 google schola [학술지(정기간행물)] - Oh, J, S / 2012 / An Empirical Study on Smart Safety Management Architecture for Gas Facilities in Korea / INFORMATION-An International Interdisciplinary Journal 15 (3) : 1107 ~ 1122 google schola [학술지(정기간행물)] - Cover, T. M. / 1967 / Nearest Neighbor Pattern Classification / IEEE Transactions on Information Theory 13 (1) : 21 ~ 27 google schola [학술대회논문] - Han, J. H. / 1999 / A Fuzzy k-NN Algorithm using Weights from the Variance of Membership Values / IEEE CVPR Conference : 394 ~ 399 google schola

Recommendations

It is an article recommended by DBpia according to the article similarity. Check out the related articles!

Related Authors

Frequently Viewed Together

A Study on the Effect of New Technology for Gas Safety Management
Byung-Keun Kim ,  Tae-Young Ha ,  Hyun-Jung Cho JOURNAL OF THE KOREAN INSTITUTE OF GAS 2010 .10

Recently viewed articles

A Study on Legal System about the Family Registration-related Digitalization
Park, Kwang DongThe Korean Association Of Comparative Private Law2013.11
 The issue of misperception and lie in crisis negotiation communication and a policy proposition for the development of crisis negotiation capacity
Yun Minwoo2015
 문화콘텐츠를 활용한 도시재생 전략
김효정Korea Research Institute For Human Settlements2014.04

Comments(0)

0

Write first comments.

UCI(KEPA) : I410-ECN-0101-2019-575-000103634