• Title/Summary/Keyword: Worker's behavior

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Worker's Behavior Monitoring using Deep Learning (딥러닝을 이용한 작업자 행동 모니터링)

  • Lee, Se-hoon;Kim, Kim-woo;Yu, Jin-hwan;Tak, Jin-hyun
    • Proceedings of the Korean Society of Computer Information Conference
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    • 2019.01a
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    • pp.57-58
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    • 2019
  • 본 논문에서는 앞서 진행한 연구들과 딥러닝을 이용한 고소작업자 행동 모니터링 논문에 이어 작업자 위험 행동분류 시스템을 개선할 수 있는 연구 결과를 비교, 설명한다. 이번 연구에서는 작업자의 행동에 따른 고도계 센서의 데이터를 추가로 수집하여 작업자의 더 다양한 행동을 분류하고 위험 행동 패턴 분석을 위한 방향을 제시한다.

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A Study on the Safety Climate and Worker's Safe Work Behavior in Construction Site (건설현장의 안전 분위기와 작업자 안전행동에 관한 실증적 연구)

  • Choi, Soo-Il;Kim, Hong
    • Journal of the Korean Society of Safety
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    • v.21 no.5 s.77
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    • pp.60-71
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    • 2006
  • In recent years, the most safety studies have been focused on identifying the relationship between safety climate and safe work behavior in accordance with the awareness that prime causes of accidents are organizational, managerial, and human factors rather than pure technical failures across the world. This study focused empirical research aimed at finding out the safety climate factors and examining the relationships of the safety climate and safe work behavior in construction site in Korea, too. A 10 numbers of safety climate factors were adapted from the Mohamed's study(2002) and tested using PLS-GRAPH 3.0 expecting same results as Mohamed' study. And then the relationship between safety climate and safe work behavior was examined. Only two safety climate factors-personal risk appreciation and worker's safety competence-were found and a strong positive relationship between safety climate and safe work behavior was identified in this study. Discussed in details about the results and implications and suggested further studies.

Smart Safety Belt for High Rise Worker at Industrial Field

  • Lee, Se-Hoon;Moon, Hyo-Jae;Tak, Jin-Hyun
    • Journal of the Korea Society of Computer and Information
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    • v.23 no.2
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    • pp.63-70
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    • 2018
  • Safety management agent manages the risk behavior of the worker with the naked eye, but there is a real difficulty for one the agent to manage all the workers. In this paper, IoT device is attached to a harness safety belt that a worker wears to solve this problem, and behavior data is upload to the cloud in real time. We analyze the upload data through the deep learning and analyze the risk behavior of the worker. When the analysis result is judged to be dangerous behavior, we designed and implemented a system that informs the manager through monitoring application. In order to confirm that the risk behavior analysis through the deep learning is normally performed, the data values of 4 behaviors (walking, running, standing and sitting) were collected from IMU sensor for 60 minutes and learned through Tensorflow, Inception model. In order to verify the accuracy of the proposed system, we conducted inference experiments five times for each of the four behaviors, and confirmed the accuracy of the inference result to be 96.0%.

Effect for the Worker's Organizational Citizenship Behavior of Value Congruence and Vision Sharing in Social Enterprise (사회적 기업에서 비전공유와 가치일치가 근로자의 조직시민행동에 미치는 영향)

  • Lee, Yong-Jae
    • The Journal of the Korea Contents Association
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    • v.12 no.3
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    • pp.206-213
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    • 2012
  • This study analyzed on the effect worker's organizational citizenship behaviors of vision sharing and values congruence in social enterprise. Analysis results are as follows: the higher the degree of match value of worker and organization, organization's vision have on active organizational citizenship behaviors in social enterprise. And, non-profit organization, full-time employee and Non-disadvantaged are actively organizational citizenship behaviors. Social enterprises's purpose are to solve the social problem in communities and creating the jobs for the vulnerable. Therefore, the administrator of social enterprise strive to share the vision of the organization with worker, and should pay more effort in the selection process for selecting the worker that matches with organization's value.

A Study on Evaluating Background Factors of the Unsafe Behavior using AHP (AHP를 이용한 불안전행동 배경요인 평가에 대한 연구)

  • Ryu, Si-Uk;Heo, Deok-Gyu
    • Proceedings of the Safety Management and Science Conference
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    • 2009.11a
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    • pp.1-7
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    • 2009
  • Most industrial accidents occur when the workers' unsafe behavior and the unsafe situation of workplace take place at the same time. Although human's unsafe behavior is indispensable to work field, the evaluation scheme to detect the causes for the accident resulted from human's unsafe behavior and counterplan should be prepared to prevent and reduce accident. To do this, we first classify the specific background factors in terms of human inner factor and environment factor and then develop the AHP (Analytic Hierarchy Process) model to analyze the background factors that affect the worker's unsafe behavior. We also develop a checklist to be able to evaluate the occurrence possibility of individual worker's unsafe behavior.

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Analysis of U.S. Pension Plans and Participants′ Behavior

  • Bae, Mi-Kyeong;Lee, Seung-Sin
    • International Journal of Human Ecology
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    • v.5 no.1
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    • pp.97-115
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    • 2004
  • This paper first introduces the U. S. pension system and its current trends. Then the following two sections discuss the research on worker behavior of defined contribution plans, a popular pension plan available for American workers in recent years, and the adequacy of retirement income among American people. The last section is a summary. This paper reviews the trend of the U. S. pension system, research on worker's behavior of defined contribution retirement plans, and studies on retirement income adequacy. These themes may have common or different features in other countries, such as Korea. This paper provides helpful information for private and public policy makers and researchers of these topics in Korea to advance their understanding of pension and retirement behavior and facilitate effective policy making of pensions and retirement.

Mediating Effect of Emotional Dissonance and Moderating Effect of Emotional Leadership in the Relationship between Social Worker's Emotional Labor and Non-Task Behaviors (사회복지사의 감성노동과 비과업행동의 관계에서 감정부조화의 매개효과와 감성적 리더십의 조절효과)

  • Shin, Junghwan;Kim, Jungwoo
    • Korean Journal of Social Welfare
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    • v.65 no.4
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    • pp.137-163
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    • 2013
  • The purpose of this study is to investigate the influence of social workers' emotional labor on non-task behaviors. This study characterizes emotional labor as deep acting and surface acting, non-task behavior as organizational citizenship behavior(OCB) and counterproductive work behavior(CWB). And this study also examines the mediating effect of social workers' emotional dissonance in the relationship between surface acting and non-task behavior, and the moderating effect of senior worker's emotional leadership in the relationship between emotional dissonance and non-task behaviors. The results from this study are as follows. Firstly, social workers' deep acting improves their OCB. Secondly, social workers' surface acting has strong effects on their emotional dissonance, and this emotional dissonance hinders their OCB. In addition, the mediating effect of emotional dissonance is also recognized at this point. Thirdly, senior worker's emotional leadership moderates the relationship between social worker's emotional dissonance and OCB in the sense that emotional leadership is expected to reduce the negative effects of emotional dissonance on OCB. However, the influence of emotional labor on CWB has no statistical significance in this study. Based on these results, detailed theoretical and practical implications are discussed.

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Effects of Work Environment on Job Satisfaction and Spontaneity Care Workers at Social Welfare Facilities

  • Kim, Moon-Jung
    • Journal of Distribution Science
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    • v.13 no.8
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    • pp.49-59
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    • 2015
  • Purpose - This purpose of this research is to verify the influence of the care workers' environment on their job satisfaction and on their voluntary behavior. Research design, data, and methodology - Data were collected from care workers at elderly medical and home care facilities in Korea in Seoul and Kyung-ki. Of 367 total respondents, 285 responses were used. This study performed exploratory factor analysis in order to verify the validity and credibility of the data. Regression analysis was conducted to verify the influence of the working environment, which encompasses the worker's relationship with the agency and with the elderly, on job satisfaction. Results - The hypothesis results were: First, from analyzing the influence of the working environment on the worker's job satisfaction, both relationship with the agency (p<.001) and relationship with the elderly (p<.05) positively affect job satisfaction; second, the exploratory analysis verifies the influence or the working environment on job satisfaction. Conclusions - The results indicate that the relationship with the agency (p<.001) and relationship with the elderly (p<.001) both positively affect the voluntary behavior of the workers.

Effect for the Social Worker's Organizational Citizenship Behavior of Value Congruence and Vision Sharing (사회복지조직의 비전공유와 가치일치가 종사자의 조직시민행동에 미치는 영향)

  • Lee, Yong-Jae
    • The Journal of the Korea Contents Association
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    • v.13 no.12
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    • pp.748-757
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    • 2013
  • This study analyzed on the effect worker's organizational citizenship behaviors of vision sharing and values congruence in social welfare organization. Analysis results are as follows: the higher the degree of a certificate of qualification of social welfare organization's worker and the position of organization have on active organizational citizenship behavior in social welfare organization. Most social welfare organization don't effort for vision sharing and values congruence in organization. Vision sharing and values congruence in social welfare organization result in actively organizational citizenship behaviors. Social welfare organization's purpose are to solve the social problem in communities. Therefore, the administrator of social welfare organization strive to share the vision of the organization with worker, and should pay more effort in the selection process for selecting the worker that matches with organization's value.

The study about social worker's the political participation state and an influenced factor (사회복지사 정치참여 실태 및 영향요인에 관한 연구)

  • Kim, Gyo-Yeon
    • 한국사회복지학회:학술대회논문집
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    • 2005.04a
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    • pp.651-673
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    • 2005
  • Political participation consciousness of social worker is changed and politics participation activity is putting forth with a bud. Currently, the systematic and scientific approach in study of social worker's the political participation is short. This study analyzes the present situation of political participation action and will present political participation action contents and direction in the future. This study may give practical meaning to the social welfare practice and educational scope about what we must do to become a political influence the group. The object of this study is 1229 people in choosing social welfare politics participation investigation committee data. A participation of Korean social worker appeared that a meeting or a demonstration is high when comparing the United States. Also, electioneers, and, government bureaucrat contact, financial contributions is a half experience. The strong variable in explaining social worker's the political participation was a politics efficacy, politics interest. Political efficacy and politics interest, a joining and a political behavior proposal of an association is a influenced factor. Through this result The Civic Volunteer Model is a theory to able to explain social worker's the political participation. Approach growing the political efficacy and politics interest is very important in activating politics participation. Role of a social welfare association or a group was important in order to induce politics participation and concentrate.

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