• 제목/요약/키워드: statistic evaluation

검색결과 183건 처리시간 0.023초

ZAM을 이용한 국내 회전교차로 오토바이 사고모형 (Motorcycle Accident Model at Roundabout in Korea using ZAM)

  • 박병호;임진강;나희
    • 한국안전학회지
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    • 제29권3호
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    • pp.107-113
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    • 2014
  • The goal of this study is to develop the accident models of motorcycle at roundabouts. In the pursuing the above, this study gives particular attentions to developing the appropriate models using ZAM. The main results are as follows. First, the evaluation of various developed models by the Vuong statistic and over-dispersion parameter shows that ZINB is analyzed to be optimal among Poisson, NB, ZIP(zero-inflated Poisson) and ZINB regression models. Second, the traffic volume, width of central island and width of approach are evaluated to be important variables to the accidents. Finally, the common variables that affect to the accident are selected to be traffic volume and width of approach. This study might be expected to give some implications to the accident research on the roundabout by motorcycle.

싱글PPM 품질혁신 운동과 기업의 만족도에 관한 연구 (A Study of the Single PPM Quality Innovation's Movement and Satisfaction in the Enterprise)

  • 김태성;구일섭
    • 대한안전경영과학회:학술대회논문집
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    • 대한안전경영과학회 2008년도 추계학술대회
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    • pp.145-152
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    • 2008
  • Single PPM Quality Innovation Movement is originally developed quality program in Korea for supplier's quality level-up since 1995. The quality target is below the 10ppm(parts per million) in outgoing quality and delivered goods plus field claim. This Single PPM Quality Innovation Movement program was conducted to realize the anticipated results not only due to management result level's increasing, but also the company's confidence and competitiveness. This study attempted to find the mutual influences on the participation of the constituent members, satisfaction of the constituent members and results of the management from Single PPM Quality Innovation Movement. The reliance analysis for the measurement material on the questionnaire was verified by Cronbach's alpha coefficient. Participation of the constituent members, satisfaction of the constituent member and result of the management, the influences upon Single PPM improvement degree level were verified through the structural analysis by using SPSS statistic package. The influence evaluation among the groups was evaluated by the structure equation.

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Evaluations of Museum Recommender System Based on Different Visitor Trip Times

  • Sanpechuda, Taweesak;Kovavisaruch, La-or
    • Journal of information and communication convergence engineering
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    • 제20권2호
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    • pp.131-136
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    • 2022
  • The recommendation system applied in museums has been widely adopted owing to its advanced technology. However, it is unclear which recommendation is suitable for indoor museum guidance. This study evaluated a recommender system based on social-filtering and statistical methods applied to actual museum databases. We evaluated both methods using two different datasets. Statistical methods use collective data, whereas social methods use individual data. The results showed that both methods could provide significantly better results than random methods. However, we found that the trip time length and the dataset's sizes affect the performance of both methods. The social-filtering method provides better performance for long trip periods and includes more complex calculations, whereas the statistical method provides better performance for short trip periods. The critical points are defined to indicate the trip time for which the performances of both methods are equal.

문항출제와 문항분석이 가능한 웹기반 교육평가 시스템의 설계 및 구현 (Design and Implementation of a Web-Based Education-Evaluation System for Setting and Analyzing Questions)

  • 하일규;강병욱
    • 정보처리학회논문지D
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    • 제9D권3호
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    • pp.511-522
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    • 2002
  • WBI(Web Based Instruction)는 웹을 매체로 활용하여 원거리에 있는 학습자를 교육시키는 형태로서 교수자와 학습자간 상호작용을 가능하게 하고, 다양한 형태의 학습자료를 제공하며, 공간적 제약을 극복할 수 있다는 장점이 있다 본 논문은 웹에 기반한 교육적 활용의 한 모델로서 웹기반 교육평가시스템의 설계 및 구현에 관한 것이다. 웹기반 교육평가시스템은 기존 시스템들의 문제점이 되고 있는 문제출제 기능의 미비점을 해결하여 웹 상에서 문제를 출제할 수 있는 온라인 출제방식과 오프라인에서 작성한 문제를 업로드하여 재사용하는 업로드 출제방식을 모두 갖추어야한다. 또한 문항분석 기능을 갖추어 학생이 풀이한 결과에 대한 각종 분석 지표를 제공하여 교사는 난이도 조정이나 문항의 수정을 통하여 문항에 피드백을 할 수 있어야 한다. 본 논문에서는 이러한 요구사항을 모두 반영하는 시스템을 설계하고 PHP 스크립트 언어와 호환성이 좋은 MySQL데이터베이스를 이용하여 구현하였다.

수업에 대한 교수의 자기평가와 학생평가의 비교를 통한 공과대학 수업개선 방안 연구 (A Study on Suggesting Directions for Course Improvement at College of Engineering Based on Comparison of Instructors' Self Evaluation and Students' Evaluation of Courses)

  • 민혜리
    • 공학교육연구
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    • 제19권3호
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    • pp.35-43
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    • 2016
  • The purpose of this study is to explore directions for improvement of teaching at college of engineering based on analysis of differences from course evaluation of students and instructors. Data was collected from 86 instructors' ratings on courses and their 3004 students' ratings on courses at college of engineering in a two-year, a three-year college and a University from 2010 to 2013. The results of the survey indicate significant differences in the statistics from the several questions between the instructors and the students as well as between the course in a two-year, a three-year college and in a University. First, instructors' self evaluation of the course is higher than students' satisfaction ratings of the course on the average. Instructors' self evaluation are high on the questions 'The subject was proper for the course', 'The course provided the latest theory and trend of the field', and 'Fairness and objectivity about the exams and the assignments'. Also, the difference between Instructors and students on the questions is significant in the statistics. The professor must make sure that students know well how to organize the course content and the method for feedback to test result and homework. Second, instructors have higher satisfaction ratings on the six questions and students have higher satisfaction ratings on the one question('Make students participate in the class effectively') at a two-year and a three-year college. However, students have higher satisfaction ratings on the three questions('Make students participate in the class effectively', 'Concern about students' learning process', and 'Use of E-learning and media equipments') and instructors have higher satisfaction ratings on the one question. It means instructors at a University feel pressure on a teaching and they are unsatisfied with their teaching skills. Third, the result of comparing six parts of the questions shows that students' satisfaction ratings are higher on 'Students participation' and 'Application of media equipments' parts whereas instructors' self evaluation are higher on 'Exams and assignments' part. Fourth, the question 'Make students participate in the class effectively' is significant in statistic based on comparison of instructors and students, and comparison of in a college and a University. Students' satisfaction ratings are higher than instructors' self evaluation.

이익분석을 통한 공공의료원 경영성과분석에 대한 일 접근 (Performance Evaluation of Local Governmental Public Hospitals using Profit Analysis)

  • 임지영;노원정
    • 한국콘텐츠학회논문지
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    • 제14권1호
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    • pp.318-325
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    • 2014
  • 본 연구는 국세청에서 공시한 2012년도 공공의료원의 손익계산서 분석을 통해 이익 측면에서의 공공의료원의 경영 분석에 대해 살펴보고자 한 것이다. 국세청에 공시된 2012년 공공의료원의 재무제표 총 38건의 손익계산서 중 중복된 자료를 제외하고 매출액, 매출원가, 판매비와 관리비의 구분 표기가 가능한 자료를 추출하여 최종 22건의 자료를 이용하였다. 분석에는 의료이익, 공헌이익, 매출액 추세를 이용하였다. 공공의료원의 의료이익을 분석한 결과 22개 공공의료원의 평균 의료이익은 손실로 -4,678.9백만 원이었고, 평균공헌이익은 12,572.5백만 원, 매출이 증가한 의료원의 평균 매출 증가액은 1,299.1백만 원이었다. 결과적으로 공공의료원의 의료이익은 손실이나 공헌이익이 발생하고 있고, 아울러 약 2/3의 의료원에서 매출액 증가 추이를 보이는 바 개별 의료원 차원만을 고려한 경영 의사결정 시에는 신중한 접근이 필요하며, 공공의료원이 전국에 지역별 거점 기관의 성격으로 개설되어 있는 국가 공공의료망의 일부라는 측면에서 전사적 차원, 즉 국가적 차원에서의 경영분석과 판단이 이루어져야 함을 제안한다.

다변량분석법을 이용한 금강 유역의 수질오염특성 연구 (Evaluation of the Geum River by Multivariate Analysis: Principal Component Analysis and Factor Analysis)

  • 김미아;이재관;조경덕
    • 한국물환경학회지
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    • 제23권1호
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    • pp.161-168
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    • 2007
  • The main aim of this work is focus on the Geum river water quality evaluation of pollution data obtained by monitoring measurement during the period 2001-2005. The complex data matrix 19 (entire monitoring stations)*13 (parameters), 60 (month)*13 (parameters) and 20 (season)*13 (parameters) were treated with different multivariate techniques such as factor analysis/principal component analysis (FA/PCA). FA/PCA identified two factor (19*13) classified pollutant Loading factor (BOD, COD, pH, Cond, T-N, T-P, $NH_3$-N, $NO_3$-N, $PO_4$-P, Chl-a), seasonal factor (water temp, SS) and three Factor (60*13, 20*13) classified pollutant Loading factor (BOD, COD, Cond, T-N, T-P, $NH_3$-N, $NO_3$-N, $PO_4$-P), seasonal factor (water temp, SS) and metabolic factor (Chl-a, pH). Loadings of pollutant factor is potent influence main factor in the Geum river which is explained by loadings of pollutant factor at whole sampling stations (71.16%), month (52.75%) and season (56.57%) of main water quality stations. Result of this study is that pollutant loading factor is affected at Gongju 1, 2, Buyeo 1, 2, Gangkyeong, Yeongi stations by entire stations and entire month (Gongju 1, Cheongwon stations), April, May, July and August (buyeo 1) by month. Also the pollutant Loading factor is season gives an influence in winter (Gongju 1, buyeo 1) from main sampling stations, but Cheongwon characteristic is non-seasonal influenced. This study presents necessity and usefulness of multivariate statistic techniques for evaluation and interpretation of large complex data set with a view to get better information data effective management of water sources.

전기자동차 성능평가를 위한 도심 주행 모드 개발 Part II: 주행 모드 검증 (Development of Urban Driving Cycle for Performance Evaluation of Electric Vehicles Part II: Verification of Driving Cycle)

  • 정낙탁;양성모;김광섭;최수빈;;유세훈;김현수;서명원
    • 한국자동차공학회논문집
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    • 제23권2호
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    • pp.161-168
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    • 2015
  • Recently, due to various environmental problems such as global warming, increases of international oil prices, exhaustion of resource, a paradigm of world automobile market is rapidly changing from conventional vehicles using internal combustion engine to eco-friendly vehicles using electric power such as EV, HEV, PHEV and FCEV. Generally, in order to measure fuel consumption and pollutant emissions of cars, chassis dynamometer tests are performed on various driving cycles before actual driving test. There are many driving cycles for performance evaluation of conventional vehicles. However, there is a lack of researches on driving cycle for EV. In this study, the urban driving cycle for performance evaluation of electric vehicles was developed. This study is composed of two parts. In the part 1, the urban driving cycle 'GUDC-EV(Gwacheon-city Urban Driving Cycle for Electric Vehicles)' was developed by using driving data, which were obtained through actual driving experiment, and statistic analysis with chronological table. In this paper part 2, in order to verify the developed driving cycle GUDC-EV, virtual EV platforms were configured and simulations were performed with actual driving data using In addition, simulation results were compared with existing driving cycles such as FTP-72, NEDC and Japan 10-15.

작물모형 평가를 위한 통계적 방법들에 대한 비교 (Comparison of Statistic Methods for Evaluating Crop Model Performance)

  • 김준환;이충근;손지영;최경진;윤영환
    • 한국농림기상학회지
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    • 제14권4호
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    • pp.269-276
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    • 2012
  • 작물모형 평가에 사용되거나 사용할 수 있는 9가지 지표를 소개하였으며 이들의 특징은 다음과 같다. efficiency of model (EF)와 index of agreement (d)은 dimension이 없고 관측수(n)에 의존적이지 않았으며, dimension에 대해서만 자유로운 것은 relative root mean square error (RRMSE), bias factor (Bf)와 accuracy factor (Af)이다. Root mean sqruar, mean error, mean absolute error들은 관측수와 dimension에 영향을 받기 때문에 판단 시 주의가 필요하다. 따라서 이들의 특징을 파악하여 목적에 맞게 모형의 성능을 파악하여야 한다.

가로 활성화를 위한 가로변 노천카페의 유형별 설계요소 평가 (An Evaluation of Design Factors with Sidewalk Cafes for Street Revitalization)

  • 김동찬;최우영
    • 한국조경학회지
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    • 제41권2호
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    • pp.47-58
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    • 2013
  • 본 연구의 목적은 국내 노천카페의 유형을 분류하고, 평가기준을 선정하여 유형별로 평가함으로써 추후 노천카페 가이드라인을 만들 때 기초자료를 제공하는 것이다. 이를 위해 가로와의 관계성 관점에서 노천카페의 유형을 분류하기 위하여 가로변 노천카페의 전수조사가 시행되었다. 그리고 평가기준을 선정하기 위하여 문헌 조사와 중요도 조사가 사용되었고, 데이터의 분석에는 기술통계분석, 요인분석 등과 같은 통계방법들이 사용되었다. 그 결과, 노천카페의 유형은 가로와의 관계성 관점에서 가로돌출형, 가로개폐형, 혼합입체형, 가로앙각형, 사인제공형 등 5개 유형으로 분류되었다. 평가항목의 5개 요인은 접근성, 심미성, 정체성, 환경성, 문화성이었는데, 이 5개 요인의 누적기여율은 68.731%로 높은 편이었다. 이러한 평가항목을 토대로 조경 전문가 4인이 5점 리커트 방식으로 평가를 실시하였다. 유형별 평가 결과, 가로돌출형과 가로개폐형은 '심미성'과 '문화성'의 평가점수가 가장 낮았고, 혼합입체형은 '문화성'의 평가점수가 가장 낮았으며, 가로앙각형은 '접근성', '심미성', '문화성', 사인제공형은 '접근성', '정체성', '환경성'의 점수가 낮았다. 지표별 평가 결과, '문화성'의 평가점수가 가장 낮았고, 항목별 평가 결과, '장애인의 안전성', '프로그램의 흥미성', '출입의 개방성'의 평가점수가 가장 낮았다. 본 연구는 국내에서 요구와 관심은 높지만 연구가 미흡한 분야인 노천카페의 유형을 분류하고, 유형별 평가를 수행하여 정책적 시사점을 제공하였다는 것에 의의가 있다. 그러나 소로변의 노천카페만 대상으로 하였으므로 추후 주변 환경의 차이에 대한 고찰을 위하여 다양한 환경의 노천카페를 대상으로 해야 할 것이다. 또한 전문가가 평가를 시행하였으므로 추후 이용자 입장에서의 중요도와 만족도 조사도 시행되어야 할 것이다.