• Title/Summary/Keyword: One-step analyzing

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Determining on Model-based Clusters of Time Series Data (시계열데이터의 모델기반 클러스터 결정)

  • Jeon, Jin-Ho;Lee, Gye-Sung
    • The Journal of the Korea Contents Association
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    • v.7 no.6
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    • pp.22-30
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    • 2007
  • Most real word systems such as world economy, stock market, and medical applications, contain a series of dynamic and complex phenomena. One of common methods to understand these systems is to build a model and analyze the behavior of the system. In this paper, we investigated methods for best clustering over time series data. As a first step for clustering, BIC (Bayesian Information Criterion) approximation is used to determine the number of clusters. A search technique to improve clustering efficiency is also suggested by analyzing the relationship between data size and BIC values. For clustering, two methods, model-based and similarity based methods, are analyzed and compared. A number of experiments have been performed to check its validity using real data(stock price). BIC approximation measure has been confirmed that it suggests best number of clusters through experiments provided that the number of data is relatively large. It is also confirmed that the model-based clustering produces more reliable clustering than similarity based ones.

On Improving the Electrical Safety Systems based on the Systems Engineering Method (시스템 공학 기법에 의한 전기안전시스템 체계 개선에 관한 연구)

  • Shin, Heung-Sik;Lee, Jae-Chon;Lee, Byoung-Gil
    • Journal of the Korea Safety Management & Science
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    • v.9 no.6
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    • pp.39-46
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    • 2007
  • In this paper we discuss the problems related with the existing electrical safety system that is influenced by all the socio-technical factors including the electrical safety law, government organizations, and their practicing rules and regulations. Sometimes intangible practices also affect the safety issues. It is our intention to incorporate all those factors effectively and systematically in improving the electrical safety system. Since, the problem in nature is so complex, an approach based on the systems engineering (SE) method could be a good candidate. Specifically, as a first step of the SE process we performed the requirements analysis of all the factors mentioned above and some recommendations from the experts in the field. In the work environment utilizing a computer-aided SE tool, the requirements are verified and managed efficiently although the data base is complicated in general in tracking the changes. Next, by analyzing the verified requirements, a functional architecture is developed to achieve an improved electrical safety system. We also did the reverse engineering of the existing electrical safety system to explore potential problems there. The result can also help improve the existing one. Overall, a systematic approach to constructing electrical safety system based on SE is proposed for the first time in this paper. Note that the method described here can be adopted in the study of other safety systems.

An Analysis of Core Competency of Construction Field Engineer for Cost Management (건설기술자의 원가관리 업무역량 분석 연구)

  • Choi, Jae-Hong;Kim, Yea-Sang
    • Korean Journal of Construction Engineering and Management
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    • v.14 no.5
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    • pp.26-34
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    • 2013
  • Recently, many companies recognize the individual human resource as a core asset of the corporate value creation and devote a lot of effort to develop and manage competency-based human resource in order to strengthen the corporate competitiveness. As the integrated construction company taking the major portion in Korean construction industry, its construction engineers perform the construction supervision task with various related parties at each stage of the life cycle of the construction project. Therefore, the competency of a construction engineer is an important factor which have a direct impact on the success of the construction project. However, the current capability evaluation scheme of the domestic construction engineers is mainly oriented on the qualification factors such as the certificates or the seniority and this is quite different from evaluating the actual ability for construction management tasks. In this point of view, this study proposes the appropriate level of proficiency in cost management by analyzing the work process and its detailed items of the cost management that is the one of the basic management items of the construction industry. Based on this, this study analyzes the current competency level of the construction engineer by comparing with the required competency of each job position and also performs the engineer's work competency analysis of each work step.

Analyzing the Market Size and the Economic Effects of the Oceans and Fisheries Industry (해양수산업의 시장규모 및 경제적 파급효과 분석)

  • Kim, Joseph;Jung, Dong-Won;Yoo, Seung-Hoon
    • Ocean and Polar Research
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    • v.38 no.1
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    • pp.59-70
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    • 2016
  • Establishing the strategic plans to foster the oceans and fisheries (O&F) industry as an engine for national sustainable economic growth has become an important task for developing countries as well as developed countries. The first step to do so is to identify O&F industry and analyze its economic effects. Therefore, the prime purposes of the paper are two-fold. The first is to identify O&F industry and estimate its market size using 2012 Input-Output (I-O) table published by the Bank of Korea. The second purpose is to obtain some quantitative information on production-inducing effect, value-added creation effect, and employment-inducing effect of the O&F industry. To this end, we apply an IO analysis using exogenous specification of the O&F industry. The results show that the O&F industry covers 4.1% and 3.0% of national output and gross domestic product, respectively. Moreover, we found that 1.0 won of production or investment in the O&F industry induces 1.7363 won of production and 0.4759 won of value-added in the national economy. One billion won of production or investment in the O&F industry touches off 7.5569 persons of employment. This information can be utilized in the O&F industry-related policy-making.

A Study on Change in Gait Parameters Related to the Cop and Velocity Resulting from the Use of Ankle Foot Orthosis in Spastic Diplegia (경직성 양하지마비아의 발목 보조기 착용에 따른 체 중심및 보행속도에 의한 보행인자 변화연구)

  • Park, Mi-Sook;Kim, Yong-Seong;Hwang, Tae-Yeon;Kim, Yong-Nam
    • Journal of the Korean Academy of Clinical Electrophysiology
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    • v.10 no.1
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    • pp.23-28
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    • 2012
  • Purpose : The objectives of this study were to examine changes in gait parameters related to the COP and gait velocity resulting from the use of ankle foot orthosis, and to provide information for the prescription of ankle foot orthosis and gait rehabilitation training. Methods : We sampled a control group of 14 normal children of the same age as the spastic diplegia (spastic diplegia used ankle foot orthosis) and measured their COP at barefoot gait and their gait parameters at three gait velocities. Change in the COP according to the use of ankle foot orthosis measured one-way ANOVA and Gait parameters according to gait velocity used repeated measures ANOVA. Results : As a result of analyzing change in the COP it became close to that of normal children, and changes in gait parameters such as step width, stride length and stride time also became close to those of normal children. Conclusion : In conclusion, when spastic diplegia used ankle foot orthosis, their balancing ability was improved as a result of decreased change in the COP, and their changes in gait parameters also became close to those of the control group. These results show that the use of ankle foot orthosis improves spastic diplegia gait functions.

A study on the construction in the Housing of Yuhoedang Kwon Yie Jin - A subject of Daejeon Musudong Andong Kwon's Chongga - (유회당 권이진 주택의 조영에 관한 연구 -대전 무수동 안동권씨 종가를 대상으로-)

  • Lee, Dong-Young
    • Journal of the Korean Institute of Rural Architecture
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    • v.13 no.3
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    • pp.125-132
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    • 2011
  • By this time the main tendency of studying traditional residential building was to find out and analyze the regional and spacial peculiarity. But that kind of study has been set limits in terms of including each building into one category and being researched by the viewpoint of an observers rather than a resident. Due to this kind of problem, the outcome of that study didn't obtain good results. This study, which has synthetically not been investigated until now, have put a little more deep interpretation on traditional residential building, by surveying Andong Kwon family's Yuhoedang-Chongga located 299 Musudong Daejon. The purpose of this study is to investigate the characteristic of construction in the architecture of Yuhoedang-Chongga of the Andong Kwon family, and to develop the viewpoint and analytic process of traditional construction. As the first step to study it efficiently, basic architectural investigation on Yuhoedang-Chongga has been carried out with an actual evidence, and the new viewpoint of traditional residential building has been developed by this survey such as collecting, arranging, analyzing and examining this positive proof. For example, from the house-picture book handed down from that family, the condition of then established was compared with the present state of it. And then this article examines the arrangement, floor-plan types, interior, structures and condition of location. The transition-history of this house was searched into, and the development process of this was examined. The related documents was synthetically analyzed, so the characteristics of this construction was grasped.

A Study on Development Priority of Undeveloped Urban Neighborhood Park in Case of Daegu Metropolitan City (미개발 근린공원의 개발 우선순위 결정 -대구광역시를 대상으로-)

  • 이기철;김경완
    • Journal of the Korean Institute of Landscape Architecture
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    • v.29 no.1
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    • pp.80-91
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    • 2001
  • The purpose of this research is to provide a basic knowledge to open up for undeveloped park in process of the park policy establishment by setting up the priority of park development and valuation factor, valuation index as well as building a basic material to undeveloped neighborhood park in Daegu Metropolitan City. Thirteen urban neighborhood parks(1,841,663$m^2$) in the Daegu Metropolitan City were selected for this study. Analyzing and reviewing the previous research and literature review were conducted, and the evaluation index and analysis criteria were constructed to decide the development priority of parks. The results of this research are as follows; 1) Following to the result of the expert questionnaire test in order to estimate weight of valuation factors. It had a high score in available population, and estimated amount of the gross compensation, unpurchased land rate. On the other hand park rate of autonomous district, altitude, rate of population increase in autonomous district and a low score. 2) Generally, most f the plain type parks had a high score in the Sea level, land using pattern, an estimated amount of the gross compensation, but hill type parks had a high score the rate of green covered, park area for one person of administration building. 3) Daebong, Soosung, Dosan, 2.28 youth, Kyungnam parks were selected high priority. Soochang, Donsibong, Janggi, Dongin parks were selected middle priority. Bokhyun, Galsan, Manchon, Gusoosan parks, which were selected low priority. This research for undeveloped park is a basic research step to open up. Three many difficult things in shortage of the basic material for building valuation factor and measuring of the method measurement. The application of weight which make a decision importance among the valuation factor should have ore reasonable study and more scientific research from now because there still remains a lot of shortage of positive materials in there.

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Analysis of Inquiry Tendency in the 'Information Representation and Management' Sections in Middle School Informatics Textbooks (중학교 '정보' 교과서 '정보의 표현과 관리' 영역 구성의 탐구적 경향 분석)

  • Kim, Ja-Mee;Shim, Jae-Kwoun;Kim, Ji-Min;Lee, Won-Gyu;Park, Doo-Soon
    • The KIPS Transactions:PartA
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    • v.19A no.1
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    • pp.9-16
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    • 2012
  • Abstract In informatics subject, a good understanding of information representation and the structure of materials is the first step to acquire the basic principles of computer science. But few studies have ever focused on the educational significance of the structure of materials in informatics subject or how to organize materials in a manner to stimulate students to introspect. The purpose of this study was to examine whether the 'information representation and management' sections of informatics textbooks of the revised 2007 curriculum that have been in use since 2010 had an inquiry tendency or not. As a result of analyzing the textbooks by utilizing Romey method, one textbook was found to have an inquiry tendency in terms of texts, figures/diagrams, activities and questions at the end of chapters. If textbooks are just organized to convey knowledge, it might result in making students less interactive in class. Specifically, informatics is a subject to teach basic problem-solving skills by using IT, and the findings of the study suggest that students who get less interactive in class are likely to have less chances to learn about how to solve the given problems in diverse ways.

Applying the International Standard Appraisal Methodologies of ISO 15489-1 and ISO/TR 21946 (기록 평가에 관한 국제표준의 적용방안 분석: ISO 15489-1과 ISO/TR 21946을 중심으로)

  • Jun, Bobae;Seol, Moon-won
    • Journal of Korean Society of Archives and Records Management
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    • v.19 no.4
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    • pp.115-137
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    • 2019
  • A significant change in the ISO 15489-1:2016 is the appraisal of records becoming one of the key procedures in managing current records. In November 2018, ISO/TR 21946 (Information and Documentation - Appraisal for managing records) was published as the international standard for the appraisal of records, explaining the methodology for the application of the concepts and principles of appraisal in ISO 15489-1. As such, the concept of appraisal and the characteristics of the contents presented in these international standards were examined in this paper. In particular, the appraisal methodologies of ISO/TR 21946 and how it can be applied to the Korean records management environment were investigated by analyzing the appraisal process proposed in ISO/TR 21946 at each step and applying the process to Korean university cases. Moreover, this paper is expected to be the basis of improving the understanding of new international standards for the appraisal of records and finding ways to improve records management and appraisal systems in Korea.

Analysis of Powder Packing for Alumina Using Design of Experiment with Mixture and Vibration (혼합물실험계획법과 가진을 이용한 알루미나 파우더의 충진율 분석)

  • Jeon, Sangjun;Kim, Youngshin;Yang, Daejong
    • Composites Research
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    • v.34 no.5
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    • pp.330-336
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    • 2021
  • Alumina powder is one of the widely used materials for industry, but there is a problem that the strength of the product changes depending on the powder packing state. To solve the above problem, previous studies have been conducted to increase the particle packing efficiency, but most of the existing studies analyzed the packing characteristics of millimeter-scale particles, so the physical properties are different from those of the micrometer scale. It is difficult to apply to the micrometer scale. In this paper, a three-step experiment was performed using a statistical method to increase packing using micrometer-scale alumina powder. First, a size combination with high packing and a mixing ratio were selected using the mixture test design method, and an appropriate excitation frequency was selected by analyzing the height change according to the frequency change in the vibration test apparatus. Finally, an alumina powder packing experiment was performed based on the experimental results mentioned above. As a result, it was confirmed that the maximum height variation was 42% higher than the maximum value of the 155 measurements performed when selecting the packing size combination. It is thought that this study will serve as basic data for processing and packing research using fine powder.