• Title/Summary/Keyword: 변별분석

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Normalized Sensibility Using EEG as an Objective Emotional Index (감성과 뇌파와의 상관성에 대한 연구)

  • 황민철;류은경;변은희;김철중
    • Proceedings of the Korean Society for Emotion and Sensibility Conference
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    • 1997.11a
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    • pp.80-84
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    • 1997
  • 본 연구는 뇌파의 주파수 변화특성이 다양한 시각자극에 의해서 유발된 감성을 평가할 수 있는가를 알아보고자 하였다. 특히 쾌감성과 불쾌감성의 차이, 쾌감성내의 차이를 뇌파를 이용하여 객관적으로 변별할 수 있는 가를 알아보았다. 사용된 시각자극은 8개의 긍정자극과 7개의 부정자극이었다. 각각의 자극은 30초씩 무선적으로 제시되었고, 각자극의 제시사이마다 120초씩의 휴식기를 두었다. 매 자극제시 후 피험자는 제시된 자극에 대해 긍정.부정의 정도를 주관적으로 평가하였다. 실럼참가자는 20명의 대학생이었으며, 뇌파는 뇌의 21부위에서 기록되었다. 기록된 뇌파에 대해 FFT(Fast Fourier Transformation)분석을 실시한 후, normalized sensitivity를 구현하였다. 자극 중 최대긍정(the most positive stimulus), 최대부정(the most negative stimulus), 최소긍정(the least positive stimulus), 최소부정(the least negative stimulus)이라고 주관적으로 평가한 자극을 보고 있을때의 뇌파를 측정하여 비교.분석하였다. 그 결과 뇌파의 주파수 변화는 극단의 긍정감성과 부정감성의 차이를 변별할수 있고, 긍정감성내의 차이와 부전감성내의 차이를 변별할 수 있었다. 또한 부정감성을 느낄때보다는 긍정감성을 느낄수록 alpha파의 출현량은 증가하고, delta파와 beta파의 출현량은 감소하고 있음을 보여주었다. 결론적으로, 뇌파의 주파수 변화는 다양한 시각자극에 의해 유발된 감성을 측정할 수 있음을 암시한다.

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An Analysis of the Discriminating Power of Medical Journal Evaluation Criteria (의학학술지 평가지표의 변별력 측정연구)

  • 이춘실
    • Journal of the Korean BIBLIA Society for library and Information Science
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    • v.14 no.1
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    • pp.199-218
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    • 2003
  • The discriminating power of journal evaluation criteria of Korean medical journals were measured. The study used the data of 76 medical journals, collected in the "Korean Medical Journal Evaluation" process conducted by the Korean Association of Medical Journal Editors (KAMJE) between 1997 and 1999. For each evaluation criterion, the distribution of the individual score vs the total score of a journal received was plotted and their correlations were analyzed. It is found that the evaluation criteria with a high discriminating power are the ones associated with the peer review system and the journal editing. The evaluation criteria with a low discriminating power are the journal frequency and how often a chief editor is changed. Some evaluation criteria such as "Journal holding rates of medical libraries" and "year-end index" need modifications in the evaluation methods. Other evaluation criteria such as "Journal self-citation rate","SCI citation rate" and "SCI impact factor" need to modify the score ranges. It is recommended that the new evaluation criteria such as "citation rate by Korean medical journals" and "Access availability of the journal information through major Korean medical abstract databases" should be added.formation through major Korean medical abstract databases" should be added.dded.

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Item Analysis of the 'Basic course of Information Technology' - Vocational Education Section in the College Scholastic Ability Test- ('정보 기술 기초' 교과의 문항 분석 - 대학수학능력시험 직업탐구영역을 중심으로-)

  • Kim, Jong-Hye;Kim, Ji-Hyun;kim, Yong;Lee, Won-Gyu
    • The Journal of Korean Association of Computer Education
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    • v.10 no.4
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    • pp.39-49
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    • 2007
  • The purpose of this study is to provide analysis resources to develop high standard questions by analyzing item characteristics and item usability of 'Basic course of Information Technology' in the College Scholastic Ability Test, For the qualitative research, this paper analyzed content validity. For the quantitative research, this paper analyzed item difficulty, item discrimination, item reliability, and distracters. As a result of analyzing tests in 2005 and 2006, questions were equally extracted from educational contents. However, the standard of questions were in need of revision. The development of high quality contents in Vocational Education Section was needed in order to meet to the College Scholastic Ability Test standards. Therefore, it is required to develop various difficulties and acceptable distinguishable questions.

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A Web-based Evaluation System with Query Analysis. (문제분석을 이용한 웹 기반 평가시스템)

  • Heo, Eun-Ju;Han, Hyungoo
    • Proceedings of the Korea Information Processing Society Conference
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    • 2007.11a
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    • pp.609-612
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    • 2007
  • 정보사회와 컴퓨딩환경의 발전으로 언어, 학력, 인지도 등의 평가도구로서 컴퓨터기반의 평가환경이 보편화되었다. 특히 컴퓨터기반의 학력평가 환경을 위해서는 문항의 난이도와 변별도 등 문항의 특성을 정확히 분석하는 것이 필수적이다. 문항분석은 컴퓨터기반의 평가를 위한 양질의 문제은행 구성 및 문항과 수험자 능력의 정확한 추정과 체계적이고 과학적인 평가를 위한 전제조건이라 할 수 있다. 본 논문에서는 고전평가이론의 문제분석을 적용한 문제은행 시스템을 구현하였으며 수험결과를 분석하여 각 문제의 곤란도나 변별도, 문항분포도를 통하여 문제를 분석할 수 있도록 하였다. 또한 수험자가 각 문제를 푸는데 걸린 시간을 기록하여, 수험자의 문제에 이해도를 정확히 분석하고 수험자의 추측, 랜덤 선택 등으로 인한 정답을 맞힐 가능성과 한 문제를 읽고 이해하는 시간이 너무 오래걸린 이유에 대해서도 추정하였다. 문제분석 및 수험결과의 평가 및 분석으로 교사들은 문항의 양호도를 높일 수 있고 문제은행에 저장되어 있는 문항들을 수정하고 보완하여 양질의 문항을 출제할 수 있도록 하였다.

Is Grit Different from Passion? Assessing Cross-Cultural Differences Through the Use of Multiple-Group Factor Analysis (그릿(Grit)과 열정은 변별되는가? 다집단요인분석을 이용한 비교문화 연구)

  • Kim, Jungeun;Yang, Sujin
    • Korean Journal of Culture and Social Issue
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    • v.27 no.4
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    • pp.411-434
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    • 2021
  • The purpose of this research was to examine the discrimination between grit and passion; and to compare the relationship between grit and passion between eastern and western culture. The participants were 208 Korean and 251 American undergraduates. Multiple-group factor analysis confirmed the model of four (consistency of interest, perseverance of efforts, harmonious passion, and obsessive passion) factors by configural invariance and partial measurement invariance. Also we found positive correlation between consistency of interest and harmonious passion as well as negative correlation between consistency of interest and obsessive passion in the American sample. However, the correlation between grit(consistency of interest, perseverance of efforts) and passion(harmonious passion, obsessive passion) was not significant in the Korean sample. The results suggest that grit is not accompanied by passion among Korean university students. Findings empirically highlight the distinctiveness of grit and passion and the possibility of cultural differences in grit and passion, which were usually discussed western cultures.

Item Analysis for Selecting Science Gifted Elementary School Student (초등과학영재교육원의 선발 문항 분석)

  • Lim, Chun-Woo
    • Journal of Science Education
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    • v.34 no.1
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    • pp.155-163
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    • 2010
  • The purpose of this study was to analyze the items that were used in entrance examination for science gifted education center for elementary school students by using content analysis and classical item analysis. In content analysis, objective type items exhibited matter and interpreting data were dominant. And essay type items consisted of creativity items, evaluated creative problem solving ability. Item difficulty and discrimination index, on the whole, were appropriate. Comparing with objective type, essay type has higher discrimination index. In correlation analysis between total score and score of each type of items, total score has the highest correlation with matter items, interpreting data and creativity.

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A Study on the Effectiveness of the Survey on the Preparation Status of Business Continuity(Mature Level) (재해경감활동 준비상태(성숙도) 조사의 효과성 고찰)

  • Yang, Jun
    • Proceedings of the Korean Society of Disaster Information Conference
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    • 2022.10a
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    • pp.73-74
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    • 2022
  • 본 논문은 재해경감을 위한 기업의 자율 활동 지원에 관한 법률의 기업재난관리표준에 따라 재해경감활동관리체계를 수립함에 있어 최초 단계인 재해경감활동 준비상태(성숙도) 조사의 효과성을 분석하고자 함이 목적이다. 일반적으로 기관의 준비상태(성숙도) 조사 결과를 바탕으로 재해경감활동의 도입 수준이 결정된다. 그러나 현재 수행되는 준비상태(성숙도) 조사 문항은 문항 간의 중요도를 고려하지 않아 결과에 대한 신뢰성 및 변별력 저하, 재해경감활동관리체계 수행 단계별 차별성이 고려되지 않은 문제점을 야기하고 있다. 이에 본 연구는 공기업 'K사'의 준비상태(성숙도) 조사의 사례에 대해 기존 결과와 조사 문항의 가중치를 반영한 결과의 차이점을 분석하였다. 그 결과 문항 간 변별력 부재로 인한 결과의 신뢰성 부족과 그로 인한 준비상태(성숙도) 조사 대상자의 동일 응답 가능성을 배재할 수 없음을 알 수 있었다.

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Clustering Algorithm for Data Mining using Posterior Probability-based Information Entropy (데이터마이닝을 위한 사후확률 정보엔트로피 기반 군집화알고리즘)

  • Park, In-Kyoo
    • Journal of Digital Convergence
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    • v.12 no.12
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    • pp.293-301
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    • 2014
  • In this paper, we propose a new measure based on the confidence of Bayesian posterior probability so as to reduce unimportant information in the clustering process. Because the performance of clustering is up to selecting the important degree of attributes within the databases, the concept of information entropy is added to posterior probability for attributes discernibility. Hence, The same value of attributes in the confidence of the proposed measure is considerably much less due to the natural logarithm. Therefore posterior probability-based clustering algorithm selects the minimum of attribute reducts and improves the efficiency of clustering. Analysis of the validation of the proposed algorithms compared with others shows their discernibility as well as ability of clustering to handle uncertainty with ACME categorical data.

Voice Activity Detection Based on Discriminative Weight Training with Feedback (궤환구조를 가지는 변별적 가중치 학습에 기반한 음성검출기)

  • Kang, Sang-Ick;Chang, Joon-Hyuk
    • The Journal of the Acoustical Society of Korea
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    • v.27 no.8
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    • pp.443-449
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    • 2008
  • One of the key issues in practical speech processing is to achieve robust Voice Activity Deteciton (VAD) against the background noise. Most of the statistical model-based approaches have tried to employ equally weighted likelihood ratios (LRs), which, however, deviates from the real observation. Furthermore voice activities in the adjacent frames have strong correlation. In other words, the current frame is highly correlated with previous frame. In this paper, we propose the effective VAD approach based on a minimum classification error (MCE) method which is different from the previous works in that different weights are assigned to both the likelihood ratio on the current frame and the decision statistics of the previous frame.