• 한국정보과학회논문지:소프트웨어및응용
• /
• 제31권8호
• /
• pp.1062-1072
• /
• 2004

협력적 여과 시스템은 ｛사용자-문서｝의 행렬을 기반으로 사용자에게 웹 문서를 추천하는 데 있어서 효율적인 시스템이다. 그러나 협력적 여과 시스템은 초기 평가 문제와 희박성으로 인하여 추천의 정확도가 저하된다는 단점을 갖는다. 본 논문에서는 협력적 여과 시스템의 희박성과 초기 평가 문제를 해결하기 위하여 사용자 프로파일을 생성시킴으로써 자동으로 선호도를 평가하는 방법을 제안한다. 본 논문에서 사용하는 프로파일은 협력적 여과 시스템에서의 ｛사용자-문서｝ 행렬을 기반으로 생성된 사용자 프로파일에 내용 기반 여과 시스템에서 연관 피드백을 이용하여 생성한 사용자 프로파일을 상호정보의 방법에 의해 병합함으로써 생성한 내용 기반 협력적 사용자 프로파일이다. 생성한 내용 기반 협력적 사용자 프로파일을 정규화시키고, 정규화한 프로파일을 협력적 여과 시스템의 ｛사용자-문서｝ 행렬에 반영함으로써 자동으로 선호도를 평가한다. 제안된 방법은 사용자가 웹 문서에 대해서 선호도를 평가한 데이터베이스에서 평가되었으며, 기존의 방법보다 보다 효율적임을 증명한다.

• 한국신재생에너지학회:학술대회논문집
• /
• 한국신재생에너지학회 2006년도 추계학술대회
• /
• pp.101-104
• /
• 2006

Water management is considered to be one of the main issues to be addressed for the performance improvement of proton exchange membrane (PEM) fuel cell. For good water management, the detailed information on the water distribution inside an operating PEM fuel cell should be available to main an adequate level of hydration in the PEM While avoiding performance decline due to liquid rater flooding. For the PEM fuel cell to be commercially viable as vehicle applications, the flooding on the cathode side should be minimized during the fuel ceil operation. In this study to investigate cathode flooding and its relation with temperature distribution in flow channels, visualization study was performed on the cathode side of a PEM fuel cell. For the direct visualization of temperature field and water transport in cathode flow channels, a transparent cell was designed and manufactured using quartz window. Water transport and its two-phase flow characteristics in flow channels were investigated experimentally. Also, the visualization of temperature distribution In cathode flow channels was made by using IR camera. Results indicated that the temperature rise near the exit of cathode flow channel was found. It is found that this area corresponds to the flooding area from both temperature and flooding visualization results It is expected that this study can effectively contribute to get the detailed data on water transport linked with heat management during the operation of a PEM fuel cell

• 한국콘텐츠학회논문지
• /
• 제13권12호
• /
• pp.201-211
• /
• 2013

본 연구의 목적은 온라인 뉴스에 대한 베스트 댓글이 일반 댓글의 동조에 미치는 효과에 대해 검증하는 것이었다. 참가자는 총 194명이었으며, 참가자들은 통제집단(61명), 긍정적 베스트 댓글 집단(66명), 부정적 베스트 댓글 집단(67명) 중 한 집단에 무선할당 되었다. 참가자들은 온라인 뉴스 기사와 긍정적 또는 부정적인 베스트 댓글을 읽고 하단에 제시된 댓글 난에 자신의 의견을 댓글 형식으로 작성하였으며, 주제 관여도와 자기표현 정도를 묻는 설문지를 작성하였다. 참가자들이 직접 작성한 댓글은 4명의 연구자가 읽은 뒤 댓글 방향성을 긍정, 부정, 중립으로 분류하였으며, 평가자간 신뢰도는 평균 84.9%였다. 분석 결과, 실험 집단에 따른 주제 관여도와 자기표현 정도에는 유의미한 차이가 없어, 실험 집단 간 동질성이 확보되었다. 그리고 교차분석 결과, 실험 집단에 따라 긍정, 부정, 중립적 댓글 빈도가 유의미하게 차이가 있었다. 사후검증 결과, 통제집단과 긍정적 베스트 댓글 집단, 그리고 긍정적 베스트 댓글 집단과 부정적 베스트 댓글 집단 간 댓글 방향성에는 유의미하게 차이가 있었으나, 통제집단과 부정적 베스트 댓글 집단 간 댓글 경향에는 유의미한 차이가 없었다.

• 대한의용생체공학회:의공학회지
• /
• 제30권2호
• /
• pp.142-146
• /
• 2009

The purpose of this study is to investigate the angular velocity of forearm pronation/supination movement in Parkinson's disease patients, as a quantitative measure of the bradykinesia. Thirteen Parkinson's disease patients ($64{\pm}11.0$ yrs, male:6, female:7) participated in the experiments. The subjects' both right and left forearms were scored by a rater according to rapid alternating movement of hands category in the UPDRS (unified Parkinson's disease rating scale) and the angular velocity of forearm pronation/supination was measured at the same time. As analysis parameters, RMS (root mean square) angular velocity and RMS angle were used. The parameters showed negative correlation with the clinical score (RMS angular velocity: r= - 0.914, RMS angle: r= -0.749). The RMS angular velocity of all clinical scales were significantly different one another except for the non significant difference between those of scale 3 and 4. RMS angle of scale 0 was significantly different from those of scale 2, 3, 4 and that of scale 1 was significantly different from those of scale 3 and 4. This suggests that RMS angular velocity can be used for a quantitative measure of bradykinesia in motor examination.

• 해양환경안전학회지
• /
• 제22권2호
• /
• pp.167-173
• /
• 2016

본 연구에서는 정박지 해상교통 환경을 재현한 시뮬레이션을 통하여 정박지의 적정 면적을 결정하기 위한 방법론을 제시하고, 이를 울산항 E정박지에 적용하여 울산항 정박지 면적의 적정성을 비교 분석하기 위한 목적이 있다. 이를 위해 정박지 사용현황에 따른 시간별 정박지 점유율과 필요 정박지 면적 계산식을 제시하였다. 시간별 정박지 점유율 분석을 위해 시뮬레이션 알고리즘을 구성하고, MATLAB 프로그램을 이용하여 모델링하였으며, 이를 울산항 E 정박지에 적용하여 시간별 정박지 점유율과 필요 정박지 면적을 도출하고 현재 울산항 E정박지 면적과 비교 분석하였다. 그 결과 E1 정박지의 필요 정박지 면적은 현재 정박지 면적의 1.41배, E2와 E3 정박지는 0.90배, 0.96배로 분석되었다. 본 연구에서 제시한 정박지 면적의 적정성 분석 결과를 정박지 설계기준에 반영할 경우 정박지를 이용하는 선박의 안전에 도움을 줄 수 있을 것으로 판단된다.

• Asian Pacific Journal of Cancer Prevention
• /
• 제15권3호
• /
• pp.1327-1331
• /
• 2014

Background: Electrical impedance tomography (EIT) is a new non-invasive, mobile screening method which does not use ionizing radiation to the human breast; allows conducting quantitative assessment of the images besides the visual interpretation. The aim of this study was to correlate the quantitative assessment and visual interpretation of breast electrical impedance tomographs and associated factors. Materials and Methods: One hundred and fifty mammography patients above 40 years and undergoing EIT were chosen using convenient sampling. Visual interpretation of the images was carried out by a radiologist with minimum of three years experience using the breast imaging - electrical impedance (BI-EIM) classification for detection of abnormalities. A set of thirty blinded EIT images were reinterpreted to determine the intra-rater reliability using kappa. Quantitative assessment was by comparison of the breast average electric conductivity with the norm and correlations with visual interpretation of the images were determined using Chi-square. One-way ANOVA was used to compare the mean electrical conductivity between groups and t-test was used for comparisons with pre-existing Caucasians statistics. Independent t-tests were applied to compare the mean electrical conductivity of women with factors like exogenous hormone use and family history of breast cancer. Results: The mean electrical conductivity of Malaysian women was significantly lower than that of Caucasians (p<0.05). Quantitative assessment of electrical impedance tomography was significantly related with visual interpretation of images of the breast (p<0.05). Conclusions: Quantitative assessment of electrical impedance tomography images was significantly related with visual interpretation.

• 한국정보과학회논문지:소프트웨어및응용
• /
• 제30권3_4호
• /
• pp.239-250
• /
• 2003

전자 상거래 분야에서 증가하고 있는 정보들 중에 사용자가 자신의 기호에 맞는 정보 만들 만을 선택하기 위해서 각 정보를 일일이 검토하기 어려운 일이다. 이를 보완하기 위해 정보 여과 기술이 사용되는데 최근 추천 시스템은 협력적 여과 시스템의 희박성과 초기 평가 문제를 해결하기 위해서 내용 기반 여과 시스템과 협력적 적과 시스템을 병합하늘 방법을 사용한다. 본 논문에서는 혼합형 추천시스템에서의 예측의 정확도를 향상시키기 위해서 조화 평균 가중치(CBCF_harmonic_mean)를 사용자 유사도 가중치를 구할 때 사용한다. 내용 기반의 성능을 고려하여 임계치 값을 45로 설정한 후, n/45의 Significance weight을 사용자 유사도 가중치에 적용한다. 제안된 방법의 성능을 평가하기 위해서 기존의 협력적 여과 시스템과 내용 기반 여과 시스템을 병합한 방법과 비교 평가하였다. 그 결과 기존의 협력적 여과 시스템의 문제점을 해결하여 예측의 정확도를 높이는데 효과적임을 확인하였다.

• 아동학회지
• /
• 제26권2호
• /
• pp.27-41
• /
• 2005

The purpose of this study was to test the reliability and validity of the Infant Montessori Performance Assessment Scales developed by the authors. Subjects of the study consisted of 132 Montessori teachers and 50 infants who were attending Montessori home school throughout the whole country, using census method. Infant's age ranged from 6 to 24 months. Data were analysed by using SAS 8.2 PC program. Statistical methods employed were frequency, Cronbach's alpha, Kappa coefficient, test-retest correlation, construct validity, and concurrent validity. The Cronbach's alpha of 6 sub-scales included physical, creativity, practical life, sense, language, and cognitive education, which ranged from .70 to .86. And the! correlation of the test/re-test was .72. The correlation between the 6 sub-scales of Infant-Montessori Performance Assessment Scales and the total scores of 6 items ranged from .06 to .84. Therefore, the construct validity of Infant Montessori Performance Assessment Scales was verified. The Kappa coefficient of inter-rater reliability was .76. The correlation between the Infant Montessori Performance Assessment Scales and the Standardized Korean Creativity Traits Checklist(K-CTC) and the Korean Child Social Maturity Scales showed non-significant levels of .16 and .12 respectively. Conclusively, Infant Montessori Performance Assessment Scales developed by the authors were verified through the above reliability and validity tests. Specifically the Infant Montessori Performance Assessment Scales showed the relationship of the convergent and divergent validity with the Korean Child Social Maturity Scales and the Standardized Korean Creativity Traits Checklist, respectively.

• 대한물리의학회지
• /
• 제15권2호
• /
• pp.83-91
• /
• 2020

PURPOSE: Postural and structural asymmetry due to muscle imbalances around the lower back and pelvis are the causes of back pain. Muscle imbalances in patients with chronic low back pain affect the pelvic tilt and movement, and it is necessary to assess the pelvic movement ability using the appropriate tools to determine the mediating effects of lower back pain. This paper reports the reliability and validity of the Sensbalance Therapy Cushion (STC) for pelvic movement and proprioception. METHODS: In this study, the Wii balance board (WBB) was used as a golden standard for pelvic movement measurements. FABQ, KODI, Myovision, and Pelvic movement were measured in 50 patients with chronic low back pain. The correlation between the lower-back muscle activity and pelvic movement was checked. The pelvic movement parameter was measured twice to determine the intra-rater reliability. RESULTS: The STC showed high test-retest reliability in the pelvic tilt measurements (ICC = .672 - .809). The test-retest reliability of proprioception measurements (ICC = .588 - .859) and reaction time measurements (ICC = .542 - .836) were also high. The relationship between the WBB and STC showed a significant positive correlation with the pelvic tilt test (p < .01). The posterior pelvic tilt and lower-back muscle activity showed a significant negative correlation (p < .01). The pelvic left tilt and lower-back muscle activity showed a significant negative correlation (p < .05). CONCLUSION: The results revealed the high reliability and validity of the STC. Therefore, the STC can be used as an objective measuring device for evaluating pelvic tilt, proprioception, and reaction time in low back pain patients.

• 한국초등과학교육학회지:초등과학교육
• /
• 제25권3호
• /
• pp.281-295
• /
• 2006

The purpose of this study was to analyze laboratory instructions used in elementary school science lessons by utilizing an analysis instrument for science laboratory instruction(AISLI). This analysis instrument was comprised of 3 elements; the aim of the laboratory activity, the interaction generated, and the inquiry process. There were also a total of 20 sub-categories and its validity was identified at 0.89 by four science educators. For the purposes of this study, 90 laboratory instructions were video-recorded, then transcribed. Laboratory instructions were analyzed by three analyst teams, and the inter-rater reliability within teams was checked through Pearson correlation, with a score of 0.91. The results of this study were as follows: the two principle aims of laboratory activity, namely, to acquire declarative knowledge and to increase attitudes toward science, were observed to be in evidence in 98.9% and 92.2% in laboratory instructions, and the levels of categories of the interaction and inquiry processes were situated at level-1. The implications of these results are that laboratory instructions currently in use do not place sufficient demands upon students' scientific thinking and are not at all conducive to student-centered activities. Therefore in order to remedy this situation, the usefulness of current science laboratory instructions need to be re-evaluated.