• Title/Summary/Keyword: work effort

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Decision of Neural Network Architecture for Software Development Effort Estimation using Prior Information (사전 정보를 이용한 소프트웨어 개발노력 추정 신경망 구조 결정)

  • 박석규;유창열;박영목
    • Journal of the Korea Computer Industry Society
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    • 제2권9호
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    • pp.1191-1198
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    • 2001
  • An increasingly important facet of software development is the ability to estimate the associate cost and effort of development early in the development life cycle. Most of the proposed models are based upon a combination of intuition, expert judgement, and regression analysis of empirical data. Overall, the work has failed to produce any single model that can be applied with a reasonable degree of success to a variety of environments. This paper presents a neural network (NN) model that related software development effort to software size measured in function element types. The heuristic approach is applied to decide the number of hidden neurons in NN from the relationship between input-output pairs. The research describes appropriate NN modeling in the context of a case study for 24 software development projects. Also, this paper compared the NN model with a regression analysis model and found the NN model has better accuracy.

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The Relative Importance of Factors affecting School to Work Transition in Foodservice-related Majors (외식관련 전공자의 노동시장 이행 영향 요인에 대한 상대적 중요도 분석)

  • Jang, Sang-Jun;Na, Tae-Kyun
    • Culinary science and hospitality research
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    • 제22권4호
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    • pp.81-94
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    • 2016
  • The purpose of this study is to measure the relative importance of the factors that affect school to work transition that food service-related majors and workers recognize. To this end, this study composed such factors into a second hierarchy level of individual background, educational background, and preparation effort to enter labor market. The study made us of the analytic hierarchy process(AHP), which calculates the importance of each factor through the relative evaluation of each factor in the hierarchy. The results of analysis are as follows. First, in the second hierarchy level, effort to enter the labor market exhibited the highest relative importance. In the case of four-year college students, educational background had the highest relative importance. Second, in case of third hierarchy level factors relating to personal background, gender had the highest relative importance. As for educational background, the type of college had the highest relative importance. As to the effort to enter labor market, overseas working experience while in college and job searching channels had high relative importance, while vocational training experience had the lowest relative importance. Third, the analysis result of complex weighted value showed that the type of college had the highest complex weighted value. In future studies, the type of businesses and business conditions in the food service industry should be subdivided for an analysis of influential factors, and, based on this, customized career guidance should be made for specific career paths of each student.

A Study on Organizations Adopting Convergence-based Smart Work for Overcoming Constraints and Achieving Performance (ICT와 경영을 융복합적으로 활용한 스마트워크 도입 기업의 시·공간 제약 극복과 조직 성과 달성에 관한 연구)

  • Oh, Sang-Jo;Kim, Yong-Young
    • Journal of Digital Convergence
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    • 제13권6호
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    • pp.113-124
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    • 2015
  • Convergence-based Smart Work in Korea started from 2010 with a purpose to improve work-life balance. Up to now the previous research on Smart Work has been studied in the context of the pre-adoption or the adoption stage, and shows some limitations not finding out the effort to manage change, the issues occurred in the process of adopting Smart Work, and the performance after adopting Smart Work. The period after adoption is when users continue to use ICT and intended objectives can be accomplished. Therefore, this study investigated the process that the organizations adopting Smart Work have overcome spatial and temporal constraints and the performance that they have achieved after adopting it. Though the framework integrating time-geography theory with technology acceptance stage, this research interviewed four managers of three organizations being responsible for adopting and operating Smart Work and provided its adopting process and performance of each organization.

Effects of Job Autonomy and Self-Efficacy on Creative Behavior: Focusing on the Mediation Effect of Knowledge Sharing in Smart Work Environment (직무자율성과 자기효능감이 창의적 행동에 미치는 영향: 스마트워크 환경에서 지식공유의 매개효과를 중심으로)

  • Ko, Eun jung;Lee, Sung jin;Kim, Sang soo
    • Knowledge Management Research
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    • 제19권2호
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    • pp.163-185
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    • 2018
  • In order to solve problems in an uncertain and complicated management environment of the modern world, a creative solution that combines diverse perspectives, knowledge, and effort based on diversity within an organization is required. Smart work environment provides an opportunity to express the potential diversity of an individual, extending the source of ideas to the organization, enhancing communication, and linking and sharing information and knowledge. So, this results in increased creative behavior. The purpose of this study is to investigate the effect of the process of connecting and sharing information and knowledge of organizational members on creative behavior and the effect of smart work environment in the process. The purpose of this study is to identify roles of job autonomy, self-efficacy, knowledge sharing and smart work environment in creative process. For the study, 353 surveys with work use group(156 people) and unused group(197 people). Statistical analysis included validity and reliability analysis, structural model analysis. The results showed that self-efficacy and job autonomy had positive effects on creative behavior and knowledge sharing, and job autonomy had a positive effect on self-efficacy. Knowledge sharing has a positive effect on creative behavior, and mediates the relationship between self-efficacy, job autonomy and creative behavior. Particularly, knowledge sharing has a more positive effect on smart work use group. In case of smart work use group, self-efficacy and job autonomy have a relatively high influence on knowledge sharing rather than direct influence on creative behavior appear. This result implies that the achievements of smart work are revealed in terms of knowledge sharing and creative behavior.

A Study on the Work Trend of the Republic of Korea Master Craftsmen II - Wood head masters No.1 Cho Seok Jin - (대한민국 명장(名匠)의 작품 성향에 관한 연구 II - 목재수장 명장 1호 고(故) 조석진(1953~2013) -)

  • Kim, Chung Ho
    • Journal of the Korea Furniture Society
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    • 제26권3호
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    • pp.196-206
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    • 2015
  • A South Korea master craftsman had the best technology that oneself and others are certified in various fields. ChoSeokJin coach has continued the lifeline of the Korean wood furniture Jeonbuk region. It is already famous coach to award-winning Olympic coach and tournament of the world. Check his mental world and his life through the work of ChoSeokJin coach. Through a harsh process until the Republic of Korea master craftsman, it was an opportunity to reaffirm once again the importance of effort and commitment. South Korea wood chief coach (the field of furniture) growth phase of the No. 1 ChoSeokJin coach, Ripe stage and spirit such as through his neck furniture fabrication methods, he is him then and the situation until the coach and the intangible cultural heritage had asked We look at the world. The work of ChoSeokJin coach by research analysis separately in the previous fiscal year and late, his hope and neck that is a topic that has been internalized "I want wings that can over time attach to a tree." In his work We understand the passion for furniture.

A Review of Mercury Exposure and Health of Dental Personnel

  • Nagpal, Natasha;Bettiol, Silvana S.;Isham, Amy;Hoang, Ha;Crocombe, Leonard A.
    • Safety and Health at Work
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    • 제8권1호
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    • pp.1-10
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    • 2017
  • Considerable effort has been made to address the issue of occupational health and environmental exposure to mercury. This review reports on the current literature of mercury exposure and health impacts on dental personnel. Citations were searched using four comprehensive electronic databases for articles published between 2002 and 2015. All original articles that evaluated an association between the use of dental amalgam and occupational mercury exposure in dental personnel were included. Fifteen publications from nine different countries met the selection criteria. The design and quality of the studies showed significant variation, particularly in the choice of biomarkers as an indicator of mercury exposure. In several countries, dental personnel had higher mercury levels in biological fluids and tissues than in control groups; some work practices increased mercury exposure but the exposure levels remained below recommended guidelines. Dental personnel reported more health conditions, often involving the central nervous system, than the control groups. Clinical symptoms reported by dental professionals may be associated with low-level, long-term exposure to occupational mercury, but may also be due to the effects of aging, occupational overuse, and stress. It is important that dental personnel, researchers, and educators continue to encourage and monitor good work practices by dental professionals.

Current Practices of Collecting and Utilizing Daily Work Report Data and Areas for Improvements

  • Shrestha, K. Joseph;Jeong, H. David;Gransberg, Douglas D.
    • International conference on construction engineering and project management
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    • The 6th International Conference on Construction Engineering and Project Management
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    • pp.205-209
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    • 2015
  • A significant amount of data including ongoing construction activities, work quantities, resources utilized by contractors, and site conditions is collected in highway construction sites on a daily basis by resident engineers. This data is commonly known as daily work reports (DWRs) in the U.S. Although a lot of time and effort is invested in collecting the DWR data, its utilization has been very limited. This paper discusses current practices of collecting and utilizing DWR data among various Departments of Transportation in the U.S., and discusses the challenges and opportunities for better collection and utilization of the data. An extensive literature review and two nationwide surveys in the U.S. were conducted as a part of this study. Finally, it provides a set of recommendations to effectively address the challenges identified and maximize the benefits of utilizing DWR data such as supporting various decisions for highway project development process. The findings of this study are implementable ideas that can aid DOTs in making data-driven decisions throughout the project development processes in the future.

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A Study on IPTV Standardization

  • Shahzad, Aamir;Ali, Mumtaz;Shin, Seo-Yong;Kim, Han-Su
    • Review of Korean Society for Internet Information
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    • 제8권3호
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    • pp.49-58
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    • 2007
  • The IPTV Standardization work being done by the ITU-T in collaboration with other SDOs and telecommunication companies. Currently IPTV services are provided with no global standards and interoperability. ITU-T leads the process of IPTV standardization. We used the ITU-Ts working documents which were publically available to investigate the direction of IPTV standardization process. Many things including architecture, services, service requirements, codec and error correction mechanisms etc already defined through recommendations. But still there is effort going on to standardize the complete IPTV system.

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Possibility of Using the Classical Mechanics for the Preliminary Design of Laminated Composite Structures for Civil Construction

  • Kim, Duk-Hyun-
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 한국전산구조공학회 1991년도 가을 학술발표회 논문집
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    • pp.115-120
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    • 1991
  • At the preliminary design stage, the orientations of laminae in a laminate are not known. This fact discourages the most of engineers from the beginning. If the quasi-isotropic constants are used, it halps the design engineer greatly to start his work. If conventional mechanics and elasticity theories can be used, the effort for design and analysis is greatly reduced. This paper reports the possibility of using the classical mechanics at the preliminary design stage for the laminated composite primary structure for civil construction. The result is quite promissing.

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The Calculus of Variations Applied to Stability of Slopes (사면안정에 응용되는 여러가지 계산법)

  • 김경진
    • Journal of the Korean Professional Engineers Association
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    • 제16권2호
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    • pp.11-17
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    • 1983
  • This work presents a method for the determination of the safety factor of a slope based on the theory of the calculus of variations. The method allows for the determination of the critical sliding line (The one giving the minimum safety factor) without the necessity of guessing about its shape, which leads to a considerable economy of time and effort. Furthermore it gives the actual safety factor of the slape and consequently a more complete knowledge of the safety of the slope is obtained.

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