• Title/Summary/Keyword: team performance

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Conformity Assessment of Machine Learning Algorithm for Particulate Matter Prediction (미세먼지 예측을 위한 기계 학습 알고리즘의 적합성 평가)

  • Cho, Kyoung-woo;Jung, Yong-jin;Kang, Chul-gyu;Oh, Chang-heon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.1
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    • pp.20-26
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    • 2019
  • Due to the human influence of particulate matter, various studies are being conducted to predict it using past data measured in the atmospheric environment monitoring network. However, it is difficult to precisely set the measurement environment and detailed conditions of the previously designed predictive model, and it is necessary to design a new predictive model based on the existing research results because of the problems such as the missing of the weather data. In this paper, as a previous study for particulate matter prediction, the conformity of the algorithm for particulate matter prediction was evaluated by designing the prediction model through the multiple linear regression and the artificial neural network, which are machine learning algorithms. As a result of the prediction performance comparison through RMSE, 18.13 for the MLR model and 14.31 for the MLP model, and the artificial neural network model was more conformable for predicting the particulate matter concentration.

Evaluation of Mechanical and Vibration Characteristics of Laminated Damping Aluminum Panel for Automobile Components (자동차 부품용 알루미늄 접합 제진 패널의 기계적 특성 및 진동 특성 평가)

  • Bae, Sung-Youl;Bae, Ki-Man;Kim, Yun-Hae
    • Composites Research
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    • v.32 no.2
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    • pp.113-119
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    • 2019
  • The objective of this research is to study the mechanical and vibration characteristics of vibration damping aluminum panels for automotive parts. For this purpose, the test and simulation results of aluminum-resin hybrid materials and aluminum sheet materials were compared. Tensile strength and elastic modulus of the hybrid material were approximately 10% lower than aluminum sheet. Also, it was showed that the hybrid material have lower natural frequency than aluminum sheet, and it was confirmed that loss factor increases as the thickness of resin increases. Finally, it is confirmed that the test results and the analysis results are similar with each other and the performance prediction of the materials are possible by FEA.

The Impact of Palliative Care Practitioners' Workplace Spirituality on Caring for Terminally Ill People (완화의료 전문인들의 일터영성(workplace spirituality)이 말기환자 돌봄수행에 미치는 영향)

  • Hong, Young Joon;Lim, Seonghee
    • Korean Journal of Family Social Work
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    • no.57
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    • pp.69-98
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    • 2017
  • This study aims to examine the direct effects of two workplace spirituality dimensions, community at work and meaning in work, and burnout on three caring dimensions, emotional, social and spiritual care, for terminally ill people. It also seeks to examine the moderating effect of burnout in the relationship between two workplace spirituality dimensions and three caring dimensions. For these purposes, data were collected from 114 interdisciplinary team members, doctors, nurses, social workers and pastors, working in 68 palliative care in nationwide by questionnaires. The study results indicated that community at work has a positive effect on emotional care, and that meaning in work has a positive effect on social and spiritual care. The results also provided that burnout does not impact on three caring dimensions and has no moderating effect in the relationship between two workplace spirituality dimensions and three caring dimensions. In the findings, managers or leaders from palliative care should consider the potentially positive influence of workplace spirituality on caring for terminally ill people and can improve practitioners' performance with any interventions to increase workplace spirituality. The limitations of this study and recommendations for the future research were discussed.

A Study on the Fabrication and Comparison of the Phantom for Computed Tomography Image Quality Measurements Using Three-Dimensions Printing Technology (삼차원 프린팅 기술을 이용한 전산화단층영상 품질 측정용 팬텀 제작 및 비교 연구)

  • Yoon, Myeong-Seong;Hong, Soon-Min;Heo, Yeong-Cheol;Han, Dong-Kyoon
    • Journal of radiological science and technology
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    • v.41 no.6
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    • pp.595-602
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    • 2018
  • Quality control (QC) of Computed Tomography (CT) devices is based on image quality measurement on AAPM CT phantom which is a standard phantom. Although it is possible to control the accuracy of the CT apparatus, it is expensive and has a disadvantage of low penetration rate. Therefore, in this study, we make image quality measurement phantom at low cost using FFF (Fused Filament Fabrication) type three-dimensional printer and try to analyze the usefulness, compare it with existing standard phantom. To print a phantom, We used three-dimensional printer of the FFF system and PLA (Poly Lactic Acid, density: $1.24g/cm^3$) filament, and the CT device of 64 MDCT (Aquilion CX, Toshiba, Japan). In addition, we printed a phantom using three-dimensional printer after design using various tool based on existing standard phantom. For image quality evaluation, AAPM CT phantom and self-generated phantom were measured 10 times for each block. The measured data were analyzed for significance using the Mannwhiteney U-test of SPSS (Version 22.0, SPSS, Chicago, IL, USA). As a result of the analysis, phantom fabricated with three-dimensional printer and standard phantom showed no significant difference (p>0.05). Furthermore, we confirmed that image quality measurement performance of a phantom using three-dimensional printer is similar to the existing standard phantom. In conclusion, we confirmed the possibility of low cost phantom fabrication using three dimensional printer.

A Systematic Review of Outcomes Research in the Hospital Pharmacists' Interventions in South Korea (국내 병원약사의 중재활동과 성과에 대한 체계적 문헌고찰)

  • Lee, So Young;Cho, Eun
    • Korean Journal of Clinical Pharmacy
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    • v.29 no.3
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    • pp.193-201
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    • 2019
  • Background and Objective: Since the introduction of hospital pharmacy residency programs in 1983, hospital pharmacists in South Korea have been expected to expand their roles. However, their services and the outcomes have not been fully understood. In this study, we conducted a systematic review of Korean hospital pharmacist-provided interventions with regard to intervention type, intervention consequences, and target patient groups. Methods: A literature search of the following databases was performed: Embase, PubMed, Medline, KoreaMed, RISS, KMbase, KISS, NDSL, and KISTI. The search words were "hospital pharmacist", "clinical pharmacist", and "Korea". Articles reporting clinical or economic outcome measures that resulted from hospital pharmacist interventions were considered. Numeric measures for the acceptance rate of pharmacist recommendations were subjected to meta-analysis. Results: Of the 1,683 articles searched, 44 met the inclusion selection criteria. Most articles were published after 2000 (81.8%) and focused on clinical outcomes. Economic outcomes had been published since 2011. The interventions were classified as patient education, multidisciplinary team work, medication assessment, and guideline development. The outcome measures were physicians' prescription changes, clinical outcomes, patient adherence, economic outcomes, and quality of life. The acceptance rate was 80.5% (p < 0.005). Conclusion: Studies on pharmacist interventions have increased and showed increased patient health benefits and reduced medical costs at Korean hospital sites. Because pharmacists' professional competency would be recognized if the economic outcomes of their work were confirmed and justified, studies on their clinical performance should also include their economic impact.

Optimization of Material Extruding Performance to Build a 3D Printed Habitat on the Moon and Mars (달, 화성 3D 프린팅 주거지 건설을 위한 재료 사출기능 최적화 연구)

  • Lee, Jin Young;Lee, Tai Sik
    • KSCE Journal of Civil and Environmental Engineering Research
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    • v.39 no.2
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    • pp.345-349
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    • 2019
  • The National Aeronautics and Space Administration (NASA) has long been studying the essential elements of manned planetary exploration and has held several international challenges to encourage the research works related to it. One of them was the NASA Centennial Challenge Programs which started in 2015. Following the second in 2017, the third is currently going on in 2019. Participating "3D-Printed Habitat Challenge", one of the challenges in the second program, this research team designed and developed the 3D printer extruding module for the Lunar Simulant (Korea Hanyang Lunar Simulant-1; KOHLS-1) and the polymer. For optimizing the modul, a cylindrical specimen of ${\varnothing}150{\times}300mm^3$ volume and a specimen of $200{\times}100{\times}650mm^3$ volume were manufactured and their compressive and flexural strengths were tested. The findings can help automatize the space construction in the future.

A Study on the Practical Engineering Eduaction through the Composition of the System for the Mitigation of Insomnia Using Aromatic Substance and Lighting (향기와 조명을 사용한 불면증 완화 시스템 구성의 사례를 통한 공학 교육 실천에 관한 연구)

  • Jeong, Seong-Joo;Lee, Jin-Yu;Seo, Jeong-Eun;Chang, Eun-Young
    • Journal of Practical Engineering Education
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    • v.11 no.1
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    • pp.43-50
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    • 2019
  • A specific example of how to practical engineering education was conducted through the results of the formation of an insomniac mitigation system using aromatic substance and lighting that were conducted over three semesters of a series of curricula related to the composition of graduation works and graduation thesis writing in electronic engineering majors is given as a criteria conditions to certify graduation. Propose the systematic process of the learning achievement process, having learned how to solve problems and to communicate on a team basis. In addition, is analyzed the results of the achievement satisfaction in the major courses conducted with the acquisition of knowledge in engineering, and confirmed that it was included in the level descriptor of engineering issues on the results of the performance measurement and learning in the curriculum.

Link Cost based Routing Protocol for Improving Energy Efficiency in Wireless Sensor Networks (무선 센서 네트워크에서 에너지 효율 향상을 위한 링크 비용 기반 라우팅 프로토콜)

  • Lee, Dae-hee;Cho, Kyoung-woo;Kang, Chul-gyu;Oh, Chang-heon
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.23 no.5
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    • pp.574-580
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    • 2019
  • Conventional energy efficient routing protocols apply high weight to energy among routing metrics, causing nodes to concentrate on energy efficient paths and quickly exhaust energy on those paths. The unbalanced energy consumption of these wireless sensor networks causes network division and malfunction, and reduces network lifetime. Therefore, in this paper, it proposes a link cost based routing protocol to solve the unbalanced energy consumption of wireless sensor networks. The proposed routing protocol calculates the link cost by applying the weight of the routing metric differently according to the network problem situation and selects the path with the lowest value. As a result of the performance analysis, it confirmed that the proposed routing protocol has 22% longer network life, 2% energy consumption standard deviation and 2% higher data reception rate than the existing AODV protocol.

A Study on the Mechanical Properties and Moisture Control Performance of Diatomite filled Olefin Foams (규조토를 함유한 올레핀계 폼의 기계적 물성 및 수분 제어 성능에 관한 연구)

  • Kim, Jae Yang;Lee, Ji Eun;Seong, Dong Gi
    • Journal of Adhesion and Interface
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    • v.22 no.1
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    • pp.22-28
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    • 2021
  • Products using diatomaceous earth, which are used in various fields, are optimized for moisture absorption, but have problems such as high hardness, powder flying, and rough surface feel. To improve this, an olefin-based foam having low hardness and high elasticity was prepared by adding an excessive amount of inorganic material using EVA (Ethylene vinyl acetate) having low hardness and excellent elasticity. Diatomaceous earth was added to impart moisture absorption characteristics of the foam, and the moisture absorption/drying characteristics showed a moisture absorption rate of about 10 to 15% and a moisture drying rate of 10 to 70% depending on the content of the diatomaceous earth. Through this study, it was possible to manufacture a water-absorbing olefin-based foam with diatomaceous earth added, and it was confirmed that the diatomaceous earth added to the foam had a great influence on water absorption and dissipation due to its microstructure and characteristics.

A Study of Innovation and Internationalization Strategies by a Hidden Champion Firm in Korea: The Case of CAP Corporation

  • SAMSON, Kouame Kouakou;LEE, Youngwoo
    • Fourth Industrial Review
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    • v.1 no.1
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    • pp.1-10
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    • 2021
  • Purpose - This case study analyzes the internationalization strategy and innovation strategy as key factors contributing to the business success of CAP, a small and medium-sized manufacturing company in Korea producing auto parts such as wipers. This study describes the diversification strategies conducted by CAP Corporation and highlights the company's core competencies that have largely contributed to their global competitive success. Research design, data, and methodology - This paper provides in-depth case study on how CAP was able to grow into a hidden champion company, focusing on their strategies since its establishment. In particular, by analyzing the success factors centering on CAP's aggressive innovation strategy and internationalization strategy, it presents guidelines for small and medium-sized enterprises in Asian countries to become a Hidden Champion company. Result - CAP's product technology has successfully established innovative system on their product called 'vertebra spring' to distribute uniform pressure to the rubber to ensure performance as well as durability of their products. In order to continue benefiting from utilizing core competence and to continue pursuing technological advancement in the wiper industry, CAP has launched a wide range of products (flat blade, conventional blade, hybrid blade) applicable to 95% of the vehicle in the market. Conclusion - Taken together, CAP has many aspects of a hidden champion company by investing in R&D up to 8% of its annual sales to R&D investment even during the crises situation. This number is about 3.36 times higher than the average ratio of listed companies in Korea. Furthermore, the leadership of the management team as well as their vision toward the global market and strong commitment to innovation enabled CAP to become the world's fifth-largest wiper and Asia's No. 1 wiper manufacturer.