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Meteorological Information Analysis Algorithm based on Weight for Outdoor Activity Decision-Making
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야외활동 의사결정을 위한가중치 기반 기상정보 분석 알고리즘

논문 기본 정보

Type
Academic journal
Author
Journal
The Korea Society of Digital Policy & Management 디지털융복합연구 디지털융복합연구 제14권 제3호 KCI Accredited Journals
Published
2016.1
Pages
209 - 217 (9page)

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Meteorological Information Analysis Algorithm based on Weight for Outdoor Activity Decision-Making
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Abstract· Keywords

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Recently, the outdoor activities were increased in accordance with economic growth and improved quality of life. In addition, weather and outdoor activities are closely related. Currently, Outdoor Activities decisions are determined by the Korea Meteorological Administrator's forecasts and subjective experience. Therefore, we need the analysis method that can provide a basis for the decision on outdoor activities based on meteorological information. In this paper, we propose an algorithm that can analyze meteorological information to support decision-making outdoor activities. And the algorithm is based on the data mining. In addition, we have constructed a baseball game schedule with automatic weather system's observation data in the training data. We verified the improved performance of the proposed algorithm.
#기상정보 #데이터마이닝 #분류 알고리즘 #의사결정지원 시스템 #자동기상관측장비 #Meteorological Information #Data Mining #Classification Algorithm #Decision Support System #AWS #Automatic Weather System)

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References (22)

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이성훈 / 2015 / 그린 IT를 위한 IT 컨버전스 사례 분석에 관한 연구 / 한국융합학회논문지 6(6):147~152 dbpia 이명호 / 2014 / N-Tier 플랫폼 환경에서 인포그래픽을 기반으로 N-스크린 융합 표현 계층의 설계 / 한국융합학회논문지 5(4):9~13 dbpia 현병용 / 2015 / AWS 지점별 기상데이타를 이용한 진화적 회귀분석 기반의 단기 풍속 예보 보정 기법 / 전기학회논문지 64(1):107~112 dbpia 이슬기 / 2011 / 인공신경망을 이용한 도시기온 예측모형 구축 / 국토계획 46(1):129~142 dbpia 강부식 / 2008 / 인공신경망과 중규모기상수치예보를 이용한 강수확률예측 / 대한토목학회 논문집B 28(5):485~493 dbpia

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