• Title/Summary/Keyword: Work Context

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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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    • v.2 no.9
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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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Competency Gap in the Labor Market: Evidence from Vietnam

  • LE, Quan Thai Thuong;DOAN, Tam Ho Dan;NGUYEN, Quyen Le Hoang Thuy To;NGUYEN, Doang Thi Phuc
    • The Journal of Asian Finance, Economics and Business
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    • v.7 no.9
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    • pp.697-706
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    • 2020
  • The relationship between education and work is of the greatest concern to individuals and society because they are the key drivers of growth and development. In the context of Industry 4.0, labor and educators are facing the challenges of big changes in the workplace. How to prepare undergraduate students for the world of employment has become the most important mission of higher education providers. This paper explored the competency gap in the labor market in Vietnam from the perspective of employees who have been dissatisfied with the current status. First, a qualitative method with the Delphi technique was applied to confirm this consensus in an employees' competency model. Then, the satisfaction level for each competency criterion was explored by applying the advance quantitative method, namely, best non-fuzzy performance approach. Lifelong learning was ranked first, followed by creativity and innovation, foreign languages, expertise and digitalization, adaptability, and finally, organizing and managing ability. Critical thinking and problem-solving were perceived to have the biggest gap. The order of competency satisfaction is useful in explaining the mismatch between education quality and labor market demand. The findings provide valuable guidelines for education managers who seek to bridge the competency gap and improve education quality.

Moderating Roles of Public Services in the Quality of Life of Hemodialysis Patients within the Context of Social Support (혈액투석환자의 삶의 질에 대한 사회적 지지의 영향과 공적 서비스의 조절효과)

  • Kang, Mi Kyung;Kang, Sun Mi;Kim, Soo Young
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.277-287
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    • 2013
  • This study was conducted to explore the effect of social support on the quality of life of hemodialysis patients and to verify the moderating effect of public services. To achieve this purpose, parameter analysis using hierarchical moderated multiple regression was carried out with data provided by 156 hemodialysis patients who live in Seoul and Gyeonggi-do. Results of analysis showed that social support, marital status, occupation of patient affected with the quality of life. The findings also showed that public services have moderate effect on relationship between the quality of life of hemodialysis patient and social support. Implications of these results were explored in relation to the importance of public services and measures that could be taken to improve social work practice.

Effects of Social Support on Job Stress and Job Burnout : Focus on Luxury Hotel in Seoul (호텔구성원의 사회적지지에 대한 인식이 직무스트레스와 직무소진에 미치는 영향)

  • Lee, Sang-Woo
    • The Journal of the Korea Contents Association
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    • v.13 no.11
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    • pp.423-432
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    • 2013
  • It is very important to prevent and management negative sides in advance can occur in service transaction as an employee' attitude during service encounter has a decisive effect on customers' service evaluation. Work stress has become one of the most widely studied topics in research, mainly because of its importance to employees' psychological health, which in turn affects service quality and organizational effectiveness. This study aims to explore how social support that hotel employees perceive influence on job stress and job burnout. Data were collected from 355 hotel employees at Deluxe Hotel in Seoul, analyzed using structural equation modeling techniques. The findings are as follows Firstly, social support had a significant influence on job stress. Secondly, social support had a significant influence on job burnout. Thirdly, job stress had a significant influence on job burnout. To reduce job stress and job burnout recognition, self-esteem and motivation, the hotel need to deliver a stronger coaching program. In addition, for an organization to respond flexibly. Finally, the results were discussed in the context of providing the job burnout management for employee.

Creation through the Distancing Effect (Verfremdung) in the Fashion Field (패션에서의 '낯설게 하기(Verfremdung)'에 의한 창작)

  • Suh, Seung-Hee;Kim, Young-In
    • Journal of the Korean Society of Costume
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    • v.61 no.4
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    • pp.14-23
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    • 2011
  • The present study aims to apply the theory of Brecht's 'Verfremdung' or distancing effect to the process of fashion design. The distancing effect refers to an avant-garde artistic technique that enables artists to create their works by viewing particular objects separately from the phenomena that occur around those objects. Brecht encouraged a sense of purpose that involved shifting to the new society sought by modernism. He also suggested an artistic approach that isolates perception from judgment 'Verfremdung' which reflects his approach well. In this paper, with the distancing effect considered as a method for creation, the author identifies the system of thought associated with the distancing method and applies this system to fashion design. To this end, the author first reviewed the concepts of 'Entfremdung' (alienation) and the distancing effect and studied the backgrounds of the two concepts. Next, the author identified Brecht's epic theory and its application. As a result, a method of perceiving objects as used with the distancing effect was noted, and this method was utilized to distinguish the relationship between the body and its clothes. Specifically of interest were parts of the human body and the related functions of clothes as well as the motor functions of the body and detailed decorations on clothes. Moreover, the author discovered a trend in the wearing of clothes that exists in the context of historical changeability by examining Brecht's work as it relates to the types of clothes that are worn. Finally, the author applied the distancing effect to fashion design in consideration of the discovered trend.

Measures to Reduce Industrial Accidents by Investigating them at Small Scale Construction Sites in Rural Area (농촌지역 소규모 건축공사 현장의 재해조사를 통한 저감방안 고찰)

  • Kim, Byung-Yun
    • Journal of the Korean Institute of Rural Architecture
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    • v.16 no.1
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    • pp.95-102
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    • 2014
  • The number of industrial accident victims in the construction industry accounts for 1/3 of those in the entire industries and about 30% of the total compensation costs are spent in the construction industry. As such, the construction industry is a typical industry causing numerous safety accidents. This study analyzes the status of industrial accidents in small scale construction sites to build maximum five-story buildings by examining statistical data for the past five years, investigating those construction sites and conducting interviews with the workers. This study also seeks the causes of and measures for industrial accidents in the small scale construction industry through comparison with relevant systems. The findings are as follows: (1) To reduce hazard rate, shaping the working environment and safety measures that take into account the physically weak classes of the middle aged and the aging are urgently required, because 62.9% of the industrial accidents in the construction industry occurred to those who are 50 years of age or older. (2) The hazard rate at small scale construction sites with less than 10 construction workers accounts for 55% of that of the entire industries. The government, in this context, needs to support finance or technology and improve system by selecting the small scale construction sites, where industrial accidents occur frequently. (3) Because the hazard rate of unskilled workers with less than 6 months of work experience accounts for 90.95% of the total, safety education needs to be concentrated on those unskilled workers. (4) The relevant standards need to be segmented and revised and bolstered, given that 64.79% of death disaster in the construction industry occurs in the temporary structures including scaffolds and ladders.

Paid Peering: Pricing and Adoption Incentives

  • Courcoubetis, Costas;Sdrolias, Kostas;Weber, Richard
    • Journal of Communications and Networks
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    • v.18 no.6
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    • pp.975-988
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    • 2016
  • Large access providers (ISPs) are seeking for new types of business agreements and pricing models to manage network costs and monetize better the provision of last-mile services. A typical paradigm of such new pricing norms is the proliferation of paid peering deals between ISPs and content providers (CPs), while on top of this, some ISPs are already experimenting with usage-based tariffs, usually through data-plans, instead of the typical fixed-based charging. In this work we define as common platform, the infrastructure in which a single ISP transacts with several CPs through peering agreements. In this context, we examine whether, and under which market conditions, the profitability of the involved stakeholders improves when the establishment of this platform is accompanied by a monetary compensation from the CPs to the ISP (paid peering), v.s. a scenario where their deal is a typical settlement-free one. In both cases, we assume that the ISP implements a usage-based access pricing scheme, implying that end-users will pay more for higher transaction rates with the CPs. Our framework captures some of the most important details of the current market, such as the various business models adopted by the CPs, the end-users' evaluation towards the ISP's and CPs' level of investments and the traffic rates per transaction for the offered services. By analysing the equilibrium derived by a leader-follower game, it turns out (among other practical takeaways) that whether or not the profitability of a CP improves, it highly depends on whether its business model is to sell content, or if it obtains its revenue from advertisements. Finally, we extract that consumer surplus is considerably higher under paid peering, which in turn implies improved levels of social welfare.

A Study on the Standard Manual for Volunteer Activity of Public Libraries (공공도서관 자원봉사 표준매뉴얼 개발 연구)

  • Cho, Chan-Sik;Oh, Ji-Eun;Cho, Mi-Ah;Oh, Su-Jin;Lee, Jung-Hyo
    • Journal of Information Management
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    • v.41 no.1
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    • pp.23-42
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    • 2010
  • In order to promote the volunteer activity management of public libraries, the need on the standard manual for volunteer activity of public libraries has become inevitably urgent. In this context, this study builds a theoretical background on the volunteer activity of public libraries, on its management and on its standard manual; examines the volunteer activity management of public libraries including its planning, personal management and administration; and classifies them into twelve domains and six work flows based on the literature review and case studies; and develops the standard manual for volunteer activity of public libraries. By so doing, this study aims at enhancing our understanding on the volunteer activity management of public libraries.

Perceived Glass Ceiling and Turnover Intention in Travel Agency (여행사에서의 유리천장 지각과 이직의도)

  • Kim, Yong-Soon;Kwon, Mun-Ho
    • The Journal of the Korea Contents Association
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    • v.9 no.3
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    • pp.345-352
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    • 2009
  • The glass ceiling is defined as a barrier so subtle that it is transparent, that it prevents women and minorities from moving up in the management hierarchy. Individuals in the minority may perceive the presence of a glass ceiling within their social context, a barrier put in to place by those in the advantaged majority. This study has testified pragmatically the influence of glass ceiling perceived by the female employees of travel agency on their work attitudes(organizational commitment, turnover intention). Data were collected by 202 full time female employees. The results of analysis is as follows: First, it is revealed that glass ceiling has no influence on turnover intention. Second, this study show that the higher glass ceiling is perceived by the female employees of travel agency, the more they have negative influence on their affective commitment. Contrary to our expectation, however, it is revealed that glass ceiling has no influence on continuance commitment. That is, glass ceiling have significant effects on affective commitment whereas the effects are not significant for continuance commitment. Third, affective commitment have significant effects on turnover intention. However, it is revealed that continuance commitment has no influence on turnover intention.

Structural Tensile Capacities of Split-Tee Connection with High Strength Bolts (고력볼트 Split Tee 접합부의 인장내력)

  • Choi, Hye Kyoung;Choi, Sung Mo;Kim, Jin Ho
    • Journal of Korean Society of Steel Construction
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    • v.15 no.5 s.66
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    • pp.541-549
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    • 2003
  • Split-tee connection with High Strength Bolts is normally used in low and middle rise buildings in Europe because the structural efficiency and installation work of connections are excellent. However, the domestic situation is different from that in Europe. The analysis and the design for the T-split connection are complicated, because the structural behavior often T-split connection with High Strength Bolt is governed by so many parameters, i.e., prying action, bolt's tension, shear failure and plastic failure of flange plates. Many researches regarding the structural behavior of the split-tee connection have been undertaken in other parts of the world, such as the, Americas, Japan and Europe, but in the domestic context, this is a pioneering study. Therefore, the purpose of this paper is to supply basic data for the design of T-split connection, and to verify the structural characteristics that define reactions to prying action, based on an experimental study.