• Title/Summary/Keyword: recognition score

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Study on Hygiene Knowledge and Recognition on Job Performance Levels for HACCP Application for Employees at Contract Foodservices (위탁급식소 조리종사원의 HACCP 적용에 필요한 위생지식 및 직무수행수준에 대한 인지도)

  • 문혜경;황잠옥
    • Korean Journal of Community Nutrition
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    • v.8 no.1
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    • pp.71-82
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    • 2003
  • In this study, hygiene knowledge and recognition on job performance levels of foodservice employees at different degrees of HACCP application had been compared. As for the comparison of hygiene knowledge for HACCP application, foodservice employees at "Appointed" showed significantly higher HACCP knowledge (p < 0.01) . As for recognition on job performance levels, this status also assured the significant difference between the comparison groups (p < 0.01) : "Appointed" showed the highest point of 4.24 while "Voluntary applying" and "Non-applying" showed 3.39 and 2.53 respectively. The "Appointed" group showed the well performance of most of the surveyed items. "Voluntary applying" group showed unsatisfactory performance in various log recordings and some part of surveyed items. As for "Non-applying", many items were performed under the average score as they do not apply HACCP.ems were performed under the average score as they do not apply HACCP.

Bender Gestalt Test Image Recognition with Convolutional Neural Network (합성곱 신경망을 이용한 Bender Gestalt Test 영상인식)

  • Chang, Won-Du;Yang, Young-Jun;Choi, Seong-Jin
    • Journal of Korea Multimedia Society
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    • v.22 no.4
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    • pp.455-462
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    • 2019
  • This paper proposes a method of utilizing convolutional neural network to classify the images of Bender Gestalt Test (BGT), which is a tool to understand and analyze a person's characteristic. The proposed network is composed of 29 layers including 18 convolutional layers and 2 fully connected layers, where the network is to be trained with augmented images. To verify the proposed method, 10 fold validation was adopted. In results, the proposed method classified the images into 9 classes with the mean f1 score of 97.05%, which is 13.71%p higher than a previous method. The analysis of the results shows the classification accuracy of the proposed method is stable over all the patterns as the worst f1 score among all the patterns was 92.11%.

A Study on HIgh School Girls’s Recognition and Application of Home Economics Course (여고생의 가정교과에 대한 인식 및 학습 내용의 활용도에 관한 조사연구)

  • 고현숙;김기남
    • Journal of Korean Home Economics Education Association
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    • v.1 no.1
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    • pp.19-31
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    • 1989
  • The purpose of this study is 1) to find out the general tendency of high school girls’recognition and application of Home Economics course 2) to find out the variables influencing on the recognition and application of Home Economics Course 3) to find out the relationship between recognition and application of Home Economics Course. The subjects of this study were 639 high school girls of third grade in Chunnam province including Ko-heung Kun. The questionaire was used as a methological instrument. The statistics used for data analysis were x$^2$-test, T-test and F-test. The major findings were as follows. 1. The general tendency about recognition and application of Home Economics Course. A third of 639 subjects answered that Home Economics Course was helpful for their livers. 45.1% of the subjects felt that Home Economics Course was eaiers to study than the other courses required in High school. 31.9% of the subjects liked Home Economics Course while 11.9% of subjects disliked it. 79.7% of the subjects wanted more practical studies and practices than theoretical studies in class of Home Econmics Course. The degree of application of Home Economics Course was low level; average score was 19.6 out of 30 points. 2. Variables related to the recognition and application of Home Economics Course. Variables influencing on the recognition toward Home Economics Course were the degree of helping housework, the degree of happiness as a female, and the degree of satisfaction with home life. The higher the level of income, happiness as a female and the satisfaction with home life, the higher the application score of Home Economics Course. 3. Relationship between recognition and application of Home Economics Course. There was a positive relationship between recognition and application of Home Economics Course. Students who showed affirmative responses to Home Economics Course, their application scores of home Economics Course were higher than those of students who showed negative responses.

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A Systematic approach on the Urban Housewive경s subjective perception of the Family Economy Contribution (도시주부의 주관적 가정경제기여감에 대한 체계적 분석)

  • 계선자;강기정
    • Journal of Family Resource Management and Policy Review
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    • v.2 no.2
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    • pp.21-37
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    • 1998
  • The purpose of this study was to investigate the hypothesijed a causal model of sujective perception of contribution to the family economy utilijing system theory. The major findings of this study were as follows. 1) The mean score of respondent’s personal subsystems were 3.62 out of 5. And the family solidarity was affected by the following variables in order : housewives’ age, income, type of occupation, degree of resourcefulness recognition, job satisfaction, control orientation, and information utilization. 2) The mean score of managerial subsystems were 3.68 out of 5. And The financial management of housewives was affected by the following variables. in order: housewives’ type of occupation, degree of resourcefulness recognition, control orientation, information utilization. 3) The mean score of housewives’subjective perception of Economic Contribution to the Family was 3.36 out of 5. The sujective perception of contribution to the family economy of the employed housewives were greater than unemployed housewives. 4) It was found that managerial subsystems had mostly effected on sujective perception of economic contribution to the family.

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A Study on the Optimal Mahalanobis Distance for Speech Recognition

  • Lee, Chang-Young
    • Speech Sciences
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    • v.13 no.4
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    • pp.177-186
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    • 2006
  • In an effort to enhance the quality of feature vector classification and thereby reduce the recognition error rate of the speaker-independent speech recognition, we employ the Mahalanobis distance in the calculation of the similarity measure between feature vectors. It is assumed that the metric matrix of the Mahalanobis distance be diagonal for the sake of cost reduction in memory and time of calculation. We propose that the diagonal elements be given in terms of the variations of the feature vector components. Geometrically, this prescription tends to redistribute the set of data in the shape of a hypersphere in the feature vector space. The idea is applied to the speech recognition by hidden Markov model with fuzzy vector quantization. The result shows that the recognition is improved by an appropriate choice of the relevant adjustable parameter. The Viterbi score difference of the two winners in the recognition test shows that the general behavior is in accord with that of the recognition error rate.

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Recognition and Performance of Patient Private Information Protection (PPIP) in Nursing Students (환자 개인정보보호에 대한 간호대학생의 인식과 실천)

  • Kim, Chang-Hee;Jeong, Sun-Young;Song, Yong-Shin
    • Journal of Digital Convergence
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    • v.11 no.11
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    • pp.479-490
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    • 2013
  • In this research we surveyed level of textual recognition and of practice by nursing students regarding patient privacy protection. The subjects were 383 nursing students. The questionnaire developed by Lee and Park (2005) were modified and used. Data analysis was conducted through descriptive statistics, t-test, ANOVA, and Pearson correlation coefficients. The result shows that about 96.1% of the subjects received education on patient privacy protection in school or hospital but 48.0% of all received education of 10 minutes or less. Average score for recognition of patient privacy protection was a 4.13 but average practice score was 3.84. Among all areas, communication tasks showed the highest scores for both recognition and practice. There are differences according to grade in school and age of the subject, and experience with clinical practice, existence of regular educational program embedded in clinical practice at hospitals, and the length of each educational session. For both total score and score for every domain, there was a correlation between recognition and practice. The conclusions drawn from this research will help colleges of nursing and hospitals to design and develop contents of educational programs for nursing students.

Finger Vein Recognition Using Generalized Local Line Binary Pattern

  • Lu, Yu;Yoon, Sook;Xie, Shan Juan;Yang, Jucheng;Wang, Zhihui;Park, Dong Sun
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.8 no.5
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    • pp.1766-1784
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    • 2014
  • Finger vein images contain rich oriented features. Local line binary pattern (LLBP) is a good oriented feature representation method extended from local binary pattern (LBP), but it is limited in that it can only extract horizontal and vertical line patterns, so effective information in an image may not be exploited and fully utilized. In this paper, an orientation-selectable LLBP method, called generalized local line binary pattern (GLLBP), is proposed for finger vein recognition. GLLBP extends LLBP for line pattern extraction into any orientation. To effectually improve the matching accuracy, the soft power metric is employed to calculate the matching score. Furthermore, to fully utilize the oriented features in an image, the matching scores from the line patterns with the best discriminative ability are fused using the Hamacher rule to achieve the final matching score for the last recognition. Experimental results on our database, MMCBNU_6000, show that the proposed method performs much better than state-of-the-art algorithms that use the oriented features and local features, such as LBP, LLBP, Gabor filter, steerable filter and local direction code (LDC).

Candidate Word List and Probability Score Guided for Korean Scene Text Recognition (후보 단어 리스트와 확률 점수에 기반한 한국어 문자 인식 모델)

  • Lee, Yoonji;Lee, Jong-Min
    • Proceedings of the Korean Institute of Information and Commucation Sciences Conference
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    • 2022.05a
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    • pp.73-75
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    • 2022
  • Scene Text Recognition is a technology used in the field of artificial intelligence that requires manless robot, automatic vehicles and human-computer interaction. Though scene text images are distorted by noise interference, such as illumination, low resolution and blurring. Unlike previous studies that recognized only English, this paper shows a strong recognition accuracy including various characters, English, Korean, special character and numbers. Instead of selecting only one class having the highest probability value, a candidate word can be generated by considering the probability value of the second rank as well, thus a method can be corrected an existing language misrecognition problem.

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Development of a Hearing Impairment Simulator considering Frequency Selectivity of the Hearing Impaired (난청인의 주파수 선택도를 고려한 난청 시뮬레이터 개발)

  • Joo, S.I.;Kil, S.K.;Goh, M.S.;Lee, S.M.
    • Journal of Biomedical Engineering Research
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    • v.30 no.1
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    • pp.94-102
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    • 2009
  • In this paper, we propose a hearing impairment simulator considering reduced frequency selectivity of the hearing impaired, and verify it's performance through experiments. The reduced frequency selectivity was embodied by spectral smearing using linear prediction coding(LPC). The experiments are composed of 4 kinds of tests; pure tone test, speech reception threshold(SRT) test, and word recognition score(WRS) test without spectral smearing and with spectral smearing. The experiments of the hearing impairment simulator were performed with 9 subjects who have normal hearing. The amount of spectral smearing was controlled by LPC order. The percentile score of WRS test without smearing is $89.78{\pm}2.420%$. The scores of WRS with 24th LPC order and with 8th LPC order are $88.00{\pm}3.556%$ and $83.78{\pm}2.123%$ respectively. It is verified that WRS score is lowered by decreasing LPC order. This is a reasonable result considering that spectral smearing is getting heavier according to decreasing LPC order. It is confirmed that spectral smearing using LPC simulates the reduced frequency selectivity of the hearing impaired and affects the clearness of speech reception.

Hierarchical Regression Analysis of Subjective Health Perception and Eating-out Selection Attributes of Elderly People (실버세대의 주관적 건강인식도와 외식선택속성의 위계적 회귀분석에 관한 연구)

  • Kim, Boram;Muk, Young-im;Yoon, Ji-young;joo, Nami
    • Journal of the Korean Dietetic Association
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    • v.25 no.3
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    • pp.188-198
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    • 2019
  • This study examined the subjective health recognition, motivation, selection property, consumption realties, and generalities of elderly people eating out. The ratio of women eating out in those over 60 years of ages was high and people in that age group ate out most actively. The score of convenience-oriented, gourmet-oriented, and dignity-oriented of the selection property for eating out increased with increasing frequency and expenditure for eating out. With increasing age, a negative (-) relationship with a decrease in the safety-oriented score of the selection property for eating out was predicted. As the number of days eating out increased, a positive (+) relationship with an increase in the safety-oriented score of the selection property for eating out was observed. As the scores of physical and social health perception increased, a positive (+) relationship with an increase in the gourmet oriented score was observed. Based on the results, various research on the relationship between the health recognition and eating out behavior of those over 60 years of age are required.