• International journal of advanced smart convergence
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• v.12 no.4
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• pp.164-170
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• 2023

With the recent advances in AI (artificial intelligence) and HPC (high-performance computing) technologies, deep learning is proliferated in various domains of the 4th industrial revolution. As the workload volume of deep learning increasingly grows, analyzing the memory reference characteristics becomes important. In this article, we analyze the memory reference traces of deep learning workloads in comparison with traditional workloads specially focusing on read and write operations. Based on our analysis, we observe some unique characteristics of deep learning memory references that are quite different from traditional workloads. First, when comparing instruction and data references, instruction reference accounts for a little portion in deep learning workloads. Second, when comparing read and write, write reference accounts for a majority of memory references, which is also different from traditional workloads. Third, although write references are dominant, it exhibits low reference skewness compared to traditional workloads. Specifically, the skew factor of write references is small compared to traditional workloads. We expect that the analysis performed in this article will be helpful in efficiently designing memory management systems for deep learning workloads.

• The Journal of Asian Finance, Economics and Business
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• v.8 no.1
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• pp.37-43
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• 2021

The main objective of this study is to discuss the effect of free cash flow as a moderating variable on managers' decisions as regard earnings management. Companies with free cash flow are expected to refrain from taking opportunistic actions such as earnings management. The research used quantitative methods with sub-group moderating analysis. It is found that there is a significant relationship between past performance and earnings management, where the free cash flow is the moderating variable. The effect of past performance on earnings management is shown to slightly increase as free cash flow is considered. The findings of this study prove that earnings management is a practice that is often done by utilizing the flexibility of accounting recording and recognition mechanisms. Past performance becomes the main variable in encouraging managers to manage earnings by reducing revenue in the current period. This research can also be a reference in explaining managerial behavior and can be a reference to improving ethical human resource capabilities. This research focuses on companies in Indonesia that conduct earnings management by lowering profits as a result of declining past performance and examines aspects of free cash flow that reinforces the conduct of earnings management.

• Journal of the Korean Society for information Management
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• v.24 no.3
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• pp.219-244
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• 2007

Reference resources management tools can be divided into three types: Desktop-based, Web-based, and Web 2.0-based. This study is intended to compare and analyze the functions provided by the three types of tools and also to compare and evaluate their usability. Each Tools were chosen to represent each type. For comparison and analysis of the functions provided by the three types of tools, we divided the process of using reference resources management tools into four steps and then compared and analyzed sub items in each step. Satisfaction, understandability, conformance and efficiency that items for comparison and evaluation of the usability were compared using both quantitative and qualitative approaches. We surveyed the participants to collect data for quantitative research; and interviewed them and analyzed the results for qualitative research. Here are the results from evaluating the usability of Tool A(Desktop-based), B(Web-based), C(Web 2.0 based). First, Tool B had the highest mean user satisfaction, followed by Tool A and Tool C. Secondly, Tool B had the lead in understandability, followed by Tool A and Tool C. Thirdly, Tool A had the highest mean conformance, followed by Tool B and Tool C. Fourth, Tool B had the highest mean efficiency, followed by Tool A and Tool C.

• Proceedings of the Korean Institute Of Construction Engineering and Management
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• 2008.11a
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• pp.305-310
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• 2008

A lot of changes are required in a management method of a project because the character of construction projects gets bigger and higher gradually. Especially, for the efficiency of the management method the plans of various viewpoints focused on the construction supply chain field that the technical application of Ubiquitous Technologies such as RFID/USN is being advanced actively are presented. Recently, the introduction of the intelligent equipment which is developed for intelligence of construction site requires the new process model in the construction supply chain management on the construction site. Therefore, this study is to propose the intelligent construction supply chain reference model development in order to provide the guide that the numerous materials for construction could easily be applied in the changed process, as mentioned above, by overcoming the limit of the existing construction supply chain process which is proposed as bar codes and RFID/USN based individual material types and reflecting the change factors like the intelligent equipment of construction supply chain management.

• Journal of Information Management
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• v.34 no.4
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• pp.19-42
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• 2003

Reference services have taken a central place in library and information services. But current digital libraries focus more on access to digital information, and hardly lay emphasis on the service aspects. This paper looks at the current state of research in reference services in digital libraries. It first analyses some representative definitions of digital reference services. It then provides a brief overview of the various online reference and information services currently available on the Web. The paper also reviews the types of the digital reference service in major 'Aska' service sites. Finally, the paper proposes new digital reference service model that specifically bases on the sharing of the human and information.

• Journal of Korean Society of Archives and Records Management
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• v.22 no.3
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• pp.103-124
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• 2022

This study aims to suggest the use-based policies for archival reference service by investigating the actual archival uses and services of the National Archives of Korea (NAK). Considering that there is little information on the overall archival reference service by NAK, an exploratory research method is adopted to understand the current status and issues of the service. In this study, the use of archival records in NAK is investigated from statistical data, and service cases by record type are collected through interviews with archival service professionals of NAK. Then, the success and risk factors of the archival reference service are analyzed in three categories of human resources (reference archivists' competency), tools (finding aids), and records (appropriateness and sufficiency). Based on these analyses, archival reference service policy directions are proposed to strengthen the two different archival roles as "arsenal of rights protection" and "academic information provider."

• Nutrition Research and Practice
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• v.16 no.sup1
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• pp.57-69
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• 2022

BACKGROUND/OBJECTIVES: Vitamin D is produced in the skin during sun exposure and is also ingested from foods. The role of vitamin D needs to be considered in the prevention and management of various diseases. Moreover, since the majority of Koreans spend their days indoors, becoming susceptible to the risk of vitamin D deficiency. The current study aims to prepare a basis for determining dietary reference intake of vitamin D in Korea, by reviewing the evidence against various diseases and risks. MATERIALS/METHODS: Literature published in Korea and other countries between 2014 and 2018 was prioritized based on their study design and other criteria, and evaluated using the RoB 2.0 assessment form and United States Department of Agriculture Nutrition Evidence Library Conclusion Statement Evaluation Criteria. RESULTS: Of the 1,709 studies, 128 studies were included in the final systematic analysis after screening. To set the dietary reference intakes of vitamin D based on the selected articles, blood 25(OH)D levels and indicators of bone health were used collectively. Blood vitamin D levels and ultraviolet (UV) exposure time derived from the Korean National Health and Nutrition Examination Survey were analyzed to establish the dietary reference intakes of vitamin D for each stage of the life cycle. The adequate intake levels of vitamin D, according to age and gender, were determined to be in the range of 5-15 ㎍/day, and the tolerable upper intake level was established at 25-100 ㎍/day. CONCLUSIONS: The most important variable for vitamin D nutrition is lifestyle. A balanced diet comprising foods with high contents of vitamin D is important, as is vitamin D synthesis after UV exposure. The adequate intake level of vitamin D mentioned in the 2015 Dietary Reference Intakes for Korean (KDRI) remained unchanged in the 2020 KDRI for the management of vitamin D nutrition in Koreans.

• Journal of Korean Society for Quality Management
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• v.34 no.4
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• pp.102-109
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• 2006

This paper investigates the effects of non-normality on the performance of univariate and multivariate cumulative sum(CUSUM) control charts for monitoring the process mean. In-control and out-of-control average run lengths of the charts are examined for the univariate/multivariate lognormal and t distributions. The effects of the reference value and the correlation coefficient under the non-normal distributions are also studied. Simulation results show that the CUSUM charts with small reference values are robust to non-normality but those with moderate or large reference values are sensitive to non-normal data especially to process data from skewed distributions. The performance of the chart to detect mean shift of a process is not invariant to the direction of the shift for skewed distributions.

• Journal of Korean Society of Archives and Records Management
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• v.3 no.1
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• pp.23-41
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• 2003

This paper reviewed research trends in Digital Archiving and the OAIS Reference Model. Well renowned International Projects are also reviewed. InterPares, NEDLIB, CEDARS, CAMiLEON, PRISM are included. Several key functions of the OAIS Reference Model are presented and further research direction of digital preservation in Korea is also suggested.

• Proceedings of the Acoustical Society of Korea Conference
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• autumn
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• pp.137-140
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• 2000

스피커나 앰프 등의 음향기기의 음질을 평가한다는 것은 전기(electric)적인 신호와 음향(acoustic)신호의 종합적인 측정, 분석으로 이루어진다. 또, 이러한 대상에 대한 객관적인 평가 외에 청취자의 심리상태와 관련하여 음질을 분석하는 주관적 음질 평가 역시, 계측기에 의한 측정의 한계와 귀의 탁월한 센싱능력에 힘입어 보편적인 음질 측정법으로 인정받아왔다. 그러나, 주관적 음질 평가법의 경우 개인적 취향이나 음에 대한 숙련정도에 따라 평가가 다를 뿐 아니라 개인의 심리상태에 따라서도 평가가 달라지는 등 그 재현성이나 객관성이 논란이 되어 왔고 이에 대한 연구도 계속되고 있다. 본 연구는 대상으로서의 음향기기(여기서는 스피커)와 청취자의 심리를 포괄하는 시험법인 주관적 음질 평가법에 재현성이나 객관성을 부여하기 위하여 청감에 영향을 미치는 음색인자를 스피커의 특성과 인간의 청각에 근거하여 8가지로 분류하고 이를 평가할 수 있는 Test용 Reference CD를 제작하였다.