• Title/Summary/Keyword: recognition degree

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Implementation of Fatigue Identification System using C4.5 Algorithm (C4.5 알고리즘을 이용한 피로도 식별 시스템 구현)

  • Jin, You Zhen;Lee, Deok-Jin
    • Journal of the Korea Convergence Society
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    • v.10 no.8
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    • pp.21-26
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    • 2019
  • This paper proposes a fatigue recognition method using the C4.5 algorithm. Based on domestic and international studies on fatigue evaluation, we have completed the fatigue self - assessment scale in combination with lifestyle and cultural characteristics of Chinese people. The scales used in the text were applied to 58 sub items and were used to assess the type and extent of fatigue. These items fall into four categories that measure physical fatigue, mental fatigue, personal habits, and fatigue outcomes. The purpose of this study is to analyze the leading causes of fatigue formation and to recognize the degree of fatigue, thereby increasing the personal interest in fatigue and reducing the risk of cerebrovascular disease due to excessive fatigue. The recognition rate of the fatigue recognition system using the C4.5 algorithm was 85% on average, confirming the usefulness of this proposal.

A Study of Business Information Management of Ethical Analysis (기업정보관리의 윤리적 분석에 관한 연구)

  • Jang Ik-Seon
    • Management & Information Systems Review
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    • v.1
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    • pp.167-191
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    • 1997
  • 1. Today mass communication informs us of the unethical behaviors of business almost everyday and the social interest about them including individuals implicated in loss and gain grows larger. It is the real aspect that business manager and scholars do not cope with the situation. 2. Five business ethical scales as justice theory, relativism, egoism, utilitarianism, deontological theory and information ethics were applied to this thesis. 3. Hypothesis : There will he a difference in the response on five ethical scales and the recognition degree of information ethics with consumers. 4. The response on five ethical scales with the sex of consumers showed a significant difference but that with the age showed a little difference that with the academic career showed a significant difference in justice theory, relativism, utilitarianism and deontological theory 5. The recognition degree of information ethics with the age and academic career of consumers showed a significant difference and the hypothesis was accepted, but that with the sex showed a little difference.

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Family Life Issues of Married Womens in Chonbuk: Focused on Family Life Problems & Solution (전라북도 거주 기혼여성의 가족생활실태조사(II): 가족생활문제 및 해결방안을 중심으로)

  • 이성희
    • Journal of the Korean Home Economics Association
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    • v.38 no.8
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    • pp.53-68
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    • 2000
  • This study examines family life problems & solution of married women in Chonbuk area as a part of study on family life Issues. Data were collected by questionnaires. The sample consisted of 1142 married women. The major findings were summarized as follows : (1) The degree of recognition about family life problem is rated economic life > woman's parents-in-law> woman's real parents> spouse> children related problems. (2) In the family conflict solution types, the most used types is a rational. (3) The degree of recognition about the family violence is rated abusive languages of husband>husband behavior under the influence of alcohol wife's child abuse>husband's child abuse>abusive languages of wife>battered wife. (4) The kins are still considered the primary source for functions of personal support. Also, the needs for the children related equipments is higest among the public support equipments.

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A Study on the degree of Residents' Dissatisfaction and Recognition to the Apartment Management Fee (아파트 관리비에 대한 거주자의 인지도 및 불만족에 관한 연구)

  • 김진영;강순주
    • Journal of the Korean housing association
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    • v.9 no.3
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    • pp.1-11
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    • 1998
  • This study is intended to analyze residents' dissatisfaction and recogonition to the apartment management fee. The subjects of the study were 244 female residents who live in Seoul and who were surveyed by questionnaire from 15th of Nov. to 20th of Dec., 1997. Satistical method used were: frequency, percentage, mean, Cronbach's α, Factor Analysis, one-way ANOVA, DMR test, t-test Pearson Correlation and Regression by SPSS program. The main results of this study are as follows: 1) The resident didn't mostly know how to account the apartment management fee. 2) The degree of recogonition to distribution of the special maintenance contracts was the lowest level. 3) It was the most dissatisfactory factor not to show items of the special maintenance contracts. 4) The correlation coefficient of residents' dissatisfaction and recognition to the apartment management fee was negative.

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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 Methods for Recognition of Working-Career on Use to Heuristic of SEM (SEM(구조방정식모델)의 탐색적 연구를 이용한 근로경력 인정방안에 관한 연구)

  • Park, Jae-Hyun;Na, Hea-Sook
    • Journal of the Korea Safety Management & Science
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    • v.10 no.1
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    • pp.75-82
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    • 2008
  • National technical qualification does not recognised degree of working-career in labor market and an industrial field situation. National qualification is supply to nurture expert manpower and accomplish of self-development and a duty accomplishment ability improvement at a side of personal. So, This study is purposed to find that a method for recognition of working-career on the national technical qualification system According to, this study is designed to questionnaire with BSC(Balaced ScoreCard), SEM(Structure Equation Model) with the delphi method, and is analysed using the AMOS 7.0 program package. Finally, This study is suggested growing to qualification standard for an examination a degree of master craftsman only under the change of national qualification systematization as a standard to operation and control.

The Relationship Between the Perception of Stress for care and the Elderly Abuse

  • Kim, Kyung-Woo
    • Journal of the Korea Society of Computer and Information
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    • v.20 no.11
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    • pp.169-174
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    • 2015
  • The study is to clarify the relationship among the positive and negative recognition of stress and physical and psychological abuse and neglect aiming at getting the material. They are to prevent elder abuse at the main care worker for frail and dementia elderly. The degree of fitness to the data where positive and negative recognition of main care worker was located as dependent variable. The casual model in which main care worker was located as independent variable. The degree of fitness of casual model was GFI=0.772, CFI=0.795, RESEA=0.067. Among path coefficient included in the previous model, three of figures going toward three of abuse to the elder were statistically significant.

Similarity Measurement Using Open-Ball Scheme for 2D Patterns in Comparison with Moment Invariant Method (Open-Ball Scheme을 이용한 2D 패턴의 상대적 닮음 정도 측정의 Moment Invariant Method와의 비교)

  • Kim, Seong-Su
    • The Transactions of the Korean Institute of Electrical Engineers A
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    • v.48 no.1
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    • pp.76-81
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    • 1999
  • The degree of relative similarity between 2D patterns is obtained using Open-Ball Scheme. Open-Ball Scheme employs a method of transforming the geometrical information on 3D objects or 2D patterns into the features to measure the relative similarity for object(patten) recognition, with invariance on scale, rotation, and translation. The feature of an object is used to obtain the relative similarity and mapped into [0, 1] the interval of real line. For decades, Moment-Invariant Method has been used as one of the excellent methods for pattern classification and object recognition. Open-Ball Scheme uses the geometrical structure of patterns while Moment Invariant Method uses the statistical characteristics. Open-Ball Scheme is compared to Moment Invariant Method with respect to the way that it interprets two-dimensional patten classification, especially the paradigms are compared by the degree of closeness to human's intuitive understanding. Finally the effectiveness of the proposed Open-Ball Scheme is illustrated through simulations.

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A Study on the Methods for Recognition of Working-Career on Use to Heuristic of SEM (SEM(구조방정식모델)의 탐색적 연구를 이용한 근로경력 인정방안에 관한 연구)

  • Park, Jae-Hyun
    • Proceedings of the Safety Management and Science Conference
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    • 2008.11a
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    • pp.275-285
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    • 2008
  • National technical qualification does not recognised degree of working-career in labor market and an industrial field situation. National qualification is supply to nurture expert manpower and accomplish of self-development and a duty accomplishment ability improvement at a side of personal. So, This study is purposed to find that a method for recognition of working-career on the national technical qualification system. According to, this study is designed to questionnaire with BSC(Balaced ScoreCard), SEM(Structure Equation Model) with the delphi method, and is analysed using the AMOS 7.0 program package. Finally, This study is suggested growing to qualification standard for an examination a degree of master craftsman only under the change of national qualification systematization as a standard to operation and control.

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A Study on Optimum Allocation and Risk Assessment of Recognition Devices Intended for the Mobility Handicapped in Terms of the Guardian Services (지킴이 서비스를 위한 교통약자 인식장치 적정배치 및 위험도 평가에 관한 연구)

  • Han, Woong-Gu;Kim, Hyun-Myung;Choi, Kee-Choo;Sohn, Sang-Hyun
    • The Journal of The Korea Institute of Intelligent Transport Systems
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    • v.11 no.2
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    • pp.67-76
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    • 2012
  • In this study, we established objective appraisal standard by applying newly made appraisal standard to those areas equipped with the protection system targeted to the Mobility handicapped announced in this edition (issue 5, volume 9(Oct., 2010)) beyond simple evaluation related to protector satisfaction. Additionally, we achieved efficient budget execution by conducting the preliminary estimation assessment regarding those areas on which recognition devices should be newly deployed. Through the assessment of the system coordination, the maximum safety distance is proved to be 72.2m. On the basis of this result, we applied dangerous grade to the deployment of recognition devices considering both psychological and accidental risk. With this, we proposed valuation basis to enable us to do future business. Based on this assessment standard, the degree of risk is proved to decrease by 35.2% compared to before conducting the demonstration project in terms of evaluation of comprehensive risk regarding intended areas. Additionally, we confirmed the fact that the degree of risk can decrease by 33.1% totally after having recognition devices built according to the deployment standard within budget. Furthermore, comprehensive risk can decrease up to 94% compared to the level of the demonstration project even though we spend 21.9% less of the existing budget. Hence, we can say that the deployment method of recognition devices related to the degree of risk is applied efficiently in the near future in terms of controlling comprehensive risk and cutting down budget through this study.