• Title/Summary/Keyword: Assessment of Accuracy

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항공비디오와 Landsat-TM 자료를 이용한 지피의 분류와 평가 - 태안 해안국립공원을 사례로 - (Land Cover Classification and Accuracy Assessment Using Aerial Videography and Landsat-TM Satellite Image -A Case Study of Taean Seashore National Park-)

  • 서동조;박종화;조용현
    • 한국조경학회지
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    • 제27권4호
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    • pp.131-136
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    • 1999
  • Aerial videography techniques have been used to inventory conditions associated with grassland, forests, and agricultural crop production. Most recently, aerial videography has been used to verity satellite image classifications as part of the natural ecosystem survey. The objectives of this study were: (1) to use aerial video images of the study area, one part of Taean Seashore National Park, for the accuracy assessment, and (2) to determine the suitability of aerial videography as an accuracy assessment, of the land cover classification with Landsat-TM data. Video images were collected twice, summer and winter seasons, and divided into two kinds of images, wide angle and narrow angle images. Accuracy assessment methods include the calculation of the error matrix, the overall accuracy and kappa coefficient of agreement. This study indicates that aerial videography is an effective tool for accuracy assessment of the satellite image classifications of which features are relatively large and continuous. And it would be possible to overcome the limits of the present natural ecosystem survey method.

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동료평가 정확도 향상 방안의 비교: 평가 기준에 대한 학생들 간 토론 대 전문가 평가 사례 제시 (Student Discussion or Expert Example? How to Enhance Peer Assessment Accuracy)

  • 박정애;박주용
    • 인지과학
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    • 제30권4호
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    • pp.175-197
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    • 2019
  • 고차적 사고를 요구하는 글쓰기는 배운 지식을 활용하고 발전시키게 한다. 학습 장면에서 글쓰기를 더 많이 활용하기 위해서는 동료평가를 도입하는 동시에 동료평가의 정확도를 높일 필요가 있다. 본 연구에서는 동료평가의 정확도를 높이는 방안으로, 평가 기준에 대해 학생들끼리 토론하게 하거나 전문가의 평가를 참고하도록 하는 두 방안을 탐색하였다. 대학생 150명을 대상으로 한 실험 결과, 동료평가 후 전문가의 평가를 참고했던 집단이 평가했던 글을 다시 평가할 때는 평가 정확도가 향상되었지만, 새로운 글을 평가할 때는 향상되지 않았다. 반면에, 동료평가 후 평가 기준에 대하여 토론을 진행했던 집단은 평가했던 글을 다시 평가할 때는 평가 정확도가 향상되지 않았지만, 새로운 글을 평가할 때는 향상됨을 발견하였다. 또한 토론 집단의 경우 평가 기준에 대한 토론에서 총 발언 수가 많아질수록 평가 정확도가 높아졌다. 이상의 결과는 평가 기준에 대한 토론에서 적극적이고 자발적인 논의가 활발할수록 이후 동료평가의 정확도가 향상됨을 시사한다.

α-β 필터를 사용한 위상배열 레이더의 실표적 추적 정확도 평가 알고리듬 연구 (A Study for Assessment of Track Accuracy of Phased Array Radar Associated with α-β Filter)

  • 신상진;김완규
    • 한국전자파학회논문지
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    • 제26권9호
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    • pp.828-836
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    • 2015
  • 본 논문은 위상배열 레이더를 사용하여 실제표적을 추적하였을 때 추적 정확도를 평가하기 위한 알고리듬 연구이다. 실표적에 대한 추적 정확도를 평가하기 위해서는 실표적 위치에 대한 정보가 있어야 하지만, 시험비용 및 시험시간의 증대로 인해 위상배열 레이더에서 획득된 데이터만을 사용하여 실표적의 정확도를 평가하는 알고리듬을 제시한다. 이러한 평가 알고리듬은 위상배열 레이더에서 사용된 ${\alpha}-{\beta}$ 추적필터의 잔차로부터 추적 정확도의 지표인 거리오차와 각도 오차의 표준편차를 도출한 결과이며, 통계적 방법으로 sample variance 개념을 사용하게 된다.

근골격계질환 유해요인 정밀조사를 위한 OWAS, RULA, REBA의 평가 정확도 및 신뢰도 분석 (Analysis of Accuracy and Reliability for OWAS, RULA, and REBA to Assess Risk Factors of Work-related Musculoskeletal Disorders)

  • 천우현;정기효
    • 대한안전경영과학회지
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    • 제22권2호
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    • pp.31-38
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    • 2020
  • The study evaluated the accuracy and intra-rater reliability for OWAS (Ovako Working posture Analysing System), RULA (Rapid Upper Limb Assessment), REBA (Rapid Entire Body Assessment) to improve their evaluation accuracy and reliability. Participants (n = 163) with undergraduate degree were recruited in this study and trained for 6 hours about the ergonomic assessment methods. Ergonomic assessments were conducted using OWAS, RULA, and REBA for a representative work with dynamic posture found in manufacturing industries. The study compared action categories (overall level) and detailed evaluation scores for individual body part. Action categories of the participants significantly differed from the golden reference defined by ergonomic experts. The participants underrated or omitted scores for truck (37.4% of the participants) and legs (52.8%) in OWAS. Similarly, the participants underrated or omitted additional scores for all body parts except the hand and wrist in RULA (53.5%) and REBA (54.8%). On the other hand, the participants overrated scores for the hand and wrist in RULA (55.2%) and REBA (39.9%). The results found in this study can help of selecting focus points and parts during assessment and education to improve accuracy and reliability of the ergonomic assessment methods.

Quantitative Accuracy Assessment of a SPOT DEM along the Coast-Donghae City Area

  • Kim, Seung-Bum;Lee, Hae-Yeoun
    • 대한원격탐사학회지
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    • 제16권2호
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    • pp.177-188
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    • 2000
  • Quantitative accuracy assessment of a SPOT DEM (Digital Elevation Model) generated by a fully automatic software is performed along the 90km long coast around Donghae city. The theoretical requirement on the layout of the CPS (Global Positioning System) check points is derived: the Nyquist sampling. Since in practice the Nyquist frequency of a terrain is difficult to determine, the relaxed requirements are introduced and 31 check points are collected accordingly. Accuracy of the SPOT DEM is calculated to be 8.9, 11.5 and 12.0m r.m.s. in latitudinal, longitudinal and elevation directions. The bias is distinguishable from zero only for elevation and is 2.2m. The simple comparison with the world's leading commercial softwares reveals the similar accuracy level.

Video Quality Assessment based on Deep Neural Network

  • Zhiming Shi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • 제17권8호
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    • pp.2053-2067
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    • 2023
  • This paper proposes two video quality assessment methods based on deep neural network. (i)The first method uses the IQF-CNN (convolution neural network based on image quality features) to build image quality assessment method. The LIVE image database is used to test this method, the experiment show that it is effective. Therefore, this method is extended to the video quality assessment. At first every image frame of video is predicted, next the relationship between different image frames are analyzed by the hysteresis function and different window function to improve the accuracy of video quality assessment. (ii)The second method proposes a video quality assessment method based on convolution neural network (CNN) and gated circular unit network (GRU). First, the spatial features of video frames are extracted using CNN network, next the temporal features of the video frame using GRU network. Finally the extracted temporal and spatial features are analyzed by full connection layer of CNN network to obtain the video quality assessment score. All the above proposed methods are verified on the video databases, and compared with other methods.

GIS를 이용한 무인보트의 저수지 수심측정자료 정확도 평가 (Accuracy Assessment of Reservoir Depth Measurement Data by Unmanned Boat using GIS )

  • 김대식
    • 농촌계획
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    • 제30권3호
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    • pp.75-84
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    • 2024
  • This study developed the procedure and method for the accuracy assessment of unmanned boat survey data, based on the reservoir water depth data of Misan Reservoir, measured by the manned and unmanned boats in 2009 by Korea Rural Community Corporation. In the first step, this study devised the method to extract the contour map of NGIS data in AutoCAD to generate easily the reservoir boundary map used to set the survey range of reservoir water depth and to test the survey accuracy. The surveyed data coordinate systems of the manned and the unmanned boat were also unified by using ArcGIS for the standards of accuracy assessment. In the accuracy assessment, the spatial correlation coefficient of the grid maps of the two measurement results was 0.95, showing high pattern similarity, although the average error was high at 78cm. To analyze in more detail assessment, this study generated randomly the 3,250m transverse profile route (PR), and then extracted grid values of water depth on the PR. In the results of analysis to the extracted depth data on PR, the error average difference of the unmanned boat measurements was 73.18cm and the standard deviation of the error was 55cm compared to the manned boat. This study set these values as the standard for the correction value by average shift and noise removal of the unmanned boat measurement data. By correcting the unmanned boat measurements with these values, this study has high accuracy results, the reservoir water depth and surface area curve with R2 = 0.97 and the water depth and storage volume curve with R2 = 0.999.

Effects of a Case-Based Sepsis Education Program for General Ward Nurses on Knowledge, Accuracy of Sepsis Assessment, and Self-efficacy

  • Kim, Bohyun;Jeong, Younhee
    • Journal of Korean Biological Nursing Science
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    • 제22권4호
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    • pp.260-270
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    • 2020
  • Purposes: Sepsis is a critical condition in which nurses should detect clinical manifestations and provide early intervention to prevent unwanted serious conditions in the patients. The initial occurrence and management of sepsis take place in general units, but there is a lack of knowledge in nurses. The purpose of this study was to examine the effects of a case-based sepsis education program and compare the case-based education program with and without smartphone applications. Methods: A quasi-experimental pre-test-post-test design with a control group was used. We provided a case-based education program with and without smartphone applications to the nurses and tested the effects of the program on knowledge, the accuracy of sepsis assessment, and self-efficacy as outcome variables. A total of 60 nurses in general units participated. To test differences in knowledge, the accuracy of sepsis assessment, and self-efficacy regarding sepsis between the groups over time, a mixed-design ANCOVA was used for parametric analysis, and generalized estimating equations (GEE) were used for nonparametric analysis. Results: There were significant differences in knowledge, the accuracy of sepsis assessment, and self-efficacy between the groups and within the groups over time. The intervention groups treated with the case-based education program showed improved outcome variables compared to the control group. There was no difference between case-based education with the smartphone application or without the application. Conclusions: The case-based education improved knowledge, the accuracy of sepsis assessment, and self-efficacy in the care of sepsis by nurses working in the general wards. The results suggest that the case-based education program for nurses was effective and eventually improved patient health outcomes.

창업기업 선정평가지표 유의성 검증에 관한 연구: 창업선도대학육성사업을 중심으로 (A Study on the Verification of Significance of Assessment Items for Selecting Start-ups: Focusing on Project Fostering Start-ups through Leading Universities)

  • 정경희;성창수
    • 벤처창업연구
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    • 제13권4호
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    • pp.13-22
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    • 2018
  • 본 연구에서는 중앙정부의 창업지원사업에서 활용되고 있는 선정평가지표의 창업기업 선정여부에 대한 정확도를 검증하여 창업기업 선정평가지표의 유의성을 확인하였다. 이를 위해, 초기 창업기업을 집중 발굴 육성하는 창업선도대학육성사업에 지난 3년간 지원한 창업기업 973개의 평가점수와 선정여부 결과를 수집하여, 로지스틱회귀분석을 실시하였다. 연구결과를 요약하면 다음과 같다. 첫째, 선정여부에 있어 창업기업 특성변인에 따른 차이가 확인되었다. 둘째, 선정평가항목에 의한 선정여부의 영향은 2015년 성별(남), 창업자의 보유역량, 2016년 창업여부(기창업), 글로벌 진출 실적 및 잠재력, 2017년 창업여부(기창업) 항목만이 통계적으로 유의한 영향을 미쳤다. 셋째, 최근 3년간 전체 선정의 유의성 분석결과, 매년 정확도가 낮아짐을 확인하였으며, 비 선정보다 선정에 대한 정확도가 더욱 낮음을 확인하였다. 이는 창업지원사업 선정여부 판별에 있어 활용되고 있는 선정평가지표의 유의성 검증 및 부적합한 구성항목을 확인하고 매년 창업환경변화에 따른 지표의 변경은 선정의 정확도를 더욱 낮게 하는 요인임을 확인할 수 있었다. 본 연구는 창업지원정책의 효율성 제고를 위해 우수 창업기업 선별기능에 대한 선정평가지표의 중요성을 재인식하고 환기시키는 계기를 마련하였다는 점에 의의가 있다.

간호사의 입원환자 욕창 사정에 대한 정확성 (Accuracy of Nurses' Assessments of Pressure Ulcers in Hospitalized Patients)

  • 권은옥;엄인향;장선주;심미영;이수희
    • 임상간호연구
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    • 제18권1호
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    • pp.29-38
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    • 2012
  • Purpose: The purpose of this study was to examine the accuracy of general nurses' assessments of pressure ulcers in hospitalized patients. Methods: A total of 129 nursing records of assessments on pressure ulcers were analyzed. Assessment records of pressure ulcers by general nurses were compared to those by Wound, Ostomy, Continence Nurses (WOCN) on the same pressure ulcers. A WOCN of a nursing unit was a nurse certified by the hospital after completion of a formal WOCN course and passing a cyber education course, both offered by the hospital. The formal WOCN course was taught by an internationally certified WOCN. The inter-rater reliability among WOCNs was 98.2%. General nurses in this study did not receive a structured pressure ulcer education. Results: The accuracy for nursing assessment of pressure ulcers by general nurses compared to WOCNs' were evaluated in various ways and resulted in as follows; the existence of pressure ulcer 91.4%, site of pressure ulcer 85.3%, stage of pressure ulcer 85.3%, Braden scale 36.3%, size of pressure ulcer 51.9~64.3%, details of pressure ulcer 0~100%. Conclusion: The structured education about pressure ulcer assessment is important to enhance the accuracy of pressure ulcer assessment of hospitalized patients by general nurses.