• Title/Summary/Keyword: analysis of prerequisites

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Frequent Pattern Mining By using a Completeness for BigData (빅데이터에 대한 Completeness를 이용한 빈발 패턴 마이닝)

  • Park, In-Kyu
    • Journal of Korea Game Society
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    • v.18 no.2
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    • pp.121-130
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    • 2018
  • Most of those studies use frequency, the number of times a pattern appears in a transaction database, as the key measure for pattern interestingness. It prerequisites that any interesting pattern should occupy a maximum portion of the transactions it appears. But in our real world scenarios the completeness of any pattern is more likely to become various in transactions. Hence, we should also consider the problem of finding the qualified patterns with the significant values of the weighted support by completeness in order to reduce the loss of information within any pattern in transaction. In these pattern recommendation applications, patterns with higher completeness may lead to higher recall while patterns with higher completeness may lead to higher recall while patterns with higher frequency lead to higher precision. In this paper, we propose a measure of weighted support and completeness and an algorithm WSCFPM(weigted support and completeness frequent pattern mining). Our algorithm handles the invalidation of the monotone or anti-monotone property which does not hold on completeness. Extensive performance analysis show that our algorithm is very efficient and scalable for word pattern mining.

Early complications and performance of 327 heat-pressed lithium disilicate crowns up to five years

  • Huettig, Fabian;Gehrke, Ulf Peter
    • The Journal of Advanced Prosthodontics
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    • v.8 no.3
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    • pp.194-200
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    • 2016
  • PURPOSE. The prospective follow-up aimed to assess the performance of lithium disilicate crowns and clinical reasons of adverse events compromising survival and quality. MATERIALS AND METHODS. 58 patients were treated with 375 heat-pressed monolithic crowns, which were bonded with resin cement. Annual recalls up to five years included a complete dental examination as well as quality assessment using CDA-criteria. Any need for clinical intervention led to higher complication rate and any failure compromised the survival rate. Kaplan-Meier-method was applied to all crowns and a dataset containing one randomly selected crown from each patient. RESULTS. Due to drop-outs, 45 patients (31 females, 14 males) with the average age of 43 years (range = 17-73) who had 327 crowns (176 anterior, 151 posterior; 203 upper jaw, 124 lower jaw) were observed and evaluated for between 4 and 51 months (median = 28). Observation revealed 4 chippings, 3 losses of retention, 3 fractures, 3 secondary caries, 1 endodontic problem, and 1 tooth fracture. Four crowns had to be removed. Survival and complication rate was estimated 98.2% and 5.4% at 24 months, and 96.8% and 7.1% at 48 months. The complication rate was significantly higher for root canal treated teeth (12%, P<.01) at 24 months. At the last observation, over 90% of all crowns showed excellent ratings (CDA-rating Alfa) for color, marginal fit, and caries. CONCLUSION. Heat pressed lithium disilicate crowns showed an excellent performance. Besides a careful luting, dentists should be aware of patients' biological prerequisites (grade of caries, oral hygiene) to reach full success with these crowns.

A Study on Ways to Revitalize Art Archive Professionals (미술 아카이브 전문인력 활성화 방안에 관한 연구)

  • Jieun Lee;Jihyun Kim
    • Journal of Korean Society of Archives and Records Management
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    • v.24 no.1
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    • pp.1-29
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    • 2024
  • This study aims to propose strategies for cultivating professionals in the field of art archives, drawing insights from the perceptions and opinions of practitioners and researchers involved in the establishment of professional human resources for the systematic management and utilization of art archives. To achieve this objective, in-depth interviews with practitioners and records management researchers related to art archives and policies were conducted. The grounded theory methodology, a qualitative research approach, was used in the analysis of interviews. The outcome yielded 57 concepts, 27 subtopics, and 13 super-topics. Through this, the study provides a comprehensive review of persistently emerging challenges related to art archive professionals, and by analyzing the opinions of experts in each field, this research presents effective ways to revitalize professional human resources. Ultimately, this study offers valuable implications that underscore the significance of professionals, who are prerequisites in art archives, within society and provide a platform for art archivists in museums to establish themselves as art archive professionals.

A Study on the Analysis of Performance for a Real-time Distributed Control System with Reliability (신뢰성 있는 실시간 분산제어 시스템의 성능분석에 관한 연구)

  • Kim, Nae-Jin;Park, In-Kap
    • Journal of IKEEE
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    • v.2 no.2 s.3
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    • pp.270-277
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    • 1998
  • As the network technologies advance, the control systems progress from a centralized architecture to a distributed one. However, these control systems were designed mostly based on the general-purpose operating systems(OS) and have many problems for assurance of a real-time property required for plant processing fields. Therefore, the control systems far a plant process upon real-time OS hare been increased gradually. In this paper, the real-time OS emphasizes on the realization of real-time processing capability, reliability of real-time response, and multi-processing functionality which are prerequisites for a distributed control system. And on the basis of this OS, the number of executable loop and logic, the functions of main plant processing, was analyzed and its validity was also evaluated. The system in this paper was designed not to effect on processing data while online, and the time spent on switching was measured.

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Policy and Strategy Implications of Smart Electricity Distribution Technologies in the Perspective of IT Ecosystem (스마트 배전의 경쟁전략 및 정책 시사점: IT Ecosystem의 관점에서)

  • Kim, Tae-Ha;Park, Chan-Hi
    • Information Systems Review
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    • v.12 no.1
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    • pp.189-207
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    • 2010
  • We applied IT ecosystem analysis to Smart Grid system in this paper and thereby compared various arguments about Smart Grid technologies against the reality of the power generation and distribution in South Korea with a special attention to the power distribution side. Our work attempts to propose policy implications in the government-level based on a firm-level analysis using the framework of the competitive strategy and advantage. The Smart Grid initiative is expected to enhance the efficiency in the power generation and distribution. In addition, the Smart Grid initiative aims at capturing the opportunities in the electric power business such as parts, components, supplies, and system products in the global arena. Prerequisites of smart distribution system include building infrastructure based on smart distribution parts, information systems, communication technologies, and developing various application programs and interfaces that would interact with the consumers. Consumers are expected to play an integral role by changing their consumption patterns in response to dynamic pricing and quality choices enabled by the smart distribution technologies. In order to induce the consumers to participate actively in the program, firms and policy makers should consider providing consumers economic incentives and proper education for better understanding of new technologies. Our work helps policy makers and firm better understand the nature of technology and stakeholders for the successful implementation of smart distribution technologies.

Research on the Classification System of Hazardous Substances in Korea (우리나라의 유해물질 분류체계 및 관리방안)

  • Kim, Kwangjong;Choi, Jaewook;Choi, Hyunwook;Lee, Eunyoung
    • Journal of Korean Society of Occupational and Environmental Hygiene
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    • v.9 no.1
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    • pp.125-155
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    • 1999
  • The objectives of this study were (1) an investigation of the current status of the hazardous substances, (2) a comparative analysis of classification system of hazardous substances between Korea and other countries, (3) a development of the new classification system in Korea, finally a review of prerequisites for effective enforcement of the new system. The results are summarized as follows : 1) The backbone of classification system of hazardous substances in Korea is based on Japanese classification system and EC(European Committee) guideline of hazardous substance. There are many problems in managing and handling of hazardous substances due to discordant of Japanese and EC system. It is desirable to revise the classification system to be harmonized with international guideline for example, guideline of IFCS(The Inter-governmental Forum on Chemical Safety) and EC guideline. 2) There are several problems in definitions of corrosive, sensitizing and irritation in MSDS Code of Ministry of Labour. It is desirable to reform those definitions. 3) Among the hazardous substances under the current system, there are several substances such as, beta-propiolactone, methyl bromide, ethyleneimine, etc that are not used and produced in Korea. It is desirable to exclude the substances from the list of controlled substances. 4) The section 39, about 'substance that designated to attach warning label' in Korea Occupational Safety and Health Act(OSHAct) should be eliminated, because above section is unnecessary under the MSDS system. 5) The researchers recommend to establish a new list of hazardous substance which are controlled by OSHAct. It is desirable that the new list is consist of two types. The first type is 'a list of the specially controlled substances' and the other is 'the generally controlled substances'. 6) It is recommended that the specially controlled substances should include hazardous substances that are highly toxic and widely used in Korea. And the generally controlled substances should include hazardous substances that can be analysed by instrument and carry threshold. limit values(TLV's).

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A Study on Introduce Measures for Local Government Activation Local & Municipal Police - Focus on Jeju Local & Municipal Police Case - (지방자치 활성화를 위한 자치경찰제 도입 방안에 관한 연구 - 제주자치경찰제 사례를 중심으로 -)

  • Yoo, Sang-Yong
    • Korean Security Journal
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    • no.41
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    • pp.327-356
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    • 2014
  • The ultimate goal of the local government is the owner of the residents welfare of the community. Welfare of the residents will start from the protection of life and property of the inhabitants. Much of this protective activity is a function of the police. Therefore, to be a municipal & local police that is based on the autonomy of the local conceptual prerequisites for the welfare of the population. Municipal & local police activities are activities for the local community rooted in the community that the police and to rejoin the community, municipal & local police activities taking place in the center of the area to solve the problem, but to reduce the fear of crime and disorder, crime as an expression of the efforts of the local residence themselves to improve the overall quality of life of the community as a partner recognition local residents. Municipal & local police in this case be introduced across the board in the central and local governments is careful review of the various alternatives been prepared on analysis is crucial to reduce the trial and error by providing the best alternative. priority should be to figure out exactly what the reason to introduce a municipal police. in other words, the introduction of the municipal & local police in the central and local governments, state police and municipal & local police, the ruling party and the opposition, regional self-government initiative unseen conflict between organizations and local governments are not welcomed by local residence in local time truly 'safe' and will have to face that the 'improve quality of life'.

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An Evaluation of a Basic Subsidy Program for Infants (보육보조금의 효과 분석: 영아기본보조금을 중심으로)

  • Cho, Yoon Young
    • KDI Journal of Economic Policy
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    • v.29 no.3
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    • pp.29-73
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    • 2007
  • This paper evaluates the effects of the Basic Subsidy Program provided to families with infants cared for in private day care centers. There has been a discrepancy in the price and quality level between public and private day care centers. Public day care centers which receive government support in their labor costs are able to maintain relatively higher quality at lower price than their private counterparts, while the majority of children are cared for at private day care centers. To reduce the gap of the price and quality of care between public and private day care centers by improving the quality and decreasing the price of private day care centers, the Basic Subsidy Program was introduced in 2006 to the private day care centers. The subsidies mainly aim to improve the quality and the accessibility of child care, and encourage mothers' labor supply. For this purpose, the provision of the Basic Subsidy Program imposed prerequisites to the care providers including minimum wage and four major insurances for teachers, and child-staff ratio. I examine whether the subsidies improve the quality of care, help mothers balancing work and family, and increase satisfaction with child care from mothers' perspective. Since the outcome variables that measure the quality of care are difficult to obtain, I instead use the input variables for quality production. Child-staff ratio, teachers' welfare, and care environment are considered. The relationship between these variables and the introduction of subsidies is examined. The 2004 National Survey of Child Care and Education and the 2004 National Survey of Day Care Centers are used for the base data set. To reflect the outcomes after the Basic Subsidy Program, equivalent data sets for households and care providers are constructed by the KDI Data Analysis Unit. Using these nationally representative data sets, information regarding child care is collected. The findings show that the subsidies contribute to the quality of care improving the input variables of quality production. The welfare of teachers is improved, and the child-staff ratio significantly decreases. As a result, the usage of private day care centers greatly increases even though the price level rarely changes. However, mothers' satisfaction with child care are rarely affected by the subsidies. Although the subsidies with no eligibility criteria enlarge the recipients, the actual effects to increase maternal labor supply or to improve satisfaction is limited. Given this findings, I suggest some modifications of subsidies to raise the effectiveness of the subsidy program.

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Quantitative analysis of water-soluble vitamins and polyphenolic compounds in tomato varieties (Solanum lycopersicum L.) (토마토(Solanum lycopersicum L.) 품종 간 수용성 비타민과 폴리페놀계 성분 함량 변이 분석)

  • Kim, Daen;Son, Beunggu;Choi, Youngwhan;Kang, Jumsoon;Lee, Yongjae;Je, Beungil;Park, Younghoon
    • Journal of Plant Biotechnology
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    • v.47 no.1
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    • pp.78-89
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    • 2020
  • Tomato fruit quality is determined by the contents of various functional metabolites in addition to fruit appearance. To develop tomato cultivars with higher amounts of functional compounds, an efficient quantification method is required to identify the natural variations in the compounds in the tomato germplasm. In this study, we investigated tomato varieties, which included 23 inbred lines and 12 commercial F1 cultivars, for their contents of seven watersoluble vitamins (vitamin C, vitamins B1, B2, B3, B5, B6, and B9) and five polyphenolic compounds (quercetin, rutin, kaempferol, myricetin, and naringenin chalcone). The results of high performance liquid chromatography and liquid chromatography-mass spectrometry showed that vitamin C and naringenin chalcone were the major water-soluble vitamins and polyphenolic compounds, respectively, and their abundance was highly variable depending on the cultivar. By contrast, the contents of vitamin B1, quercetin, and kaempferol were lowest among the cultivars. With regard to the relationship between metabolic compounds and fruit characteristics, a significant association was found in fruit size, indicating that cherry tomato varieties contain higher amounts of the compounds compared to large fresh-type varieties. However, no direct association was detected in fruit color, except for naringenin chalcone. The results of this study provide new insights on the quantification of metabolic compounds and the selection of breeding materials, which are prerequisites for the development of functional tomato varieties.

Analysis of Changing Pattern of Noxious Gas Levels with Malodorous Substance Concentrations in Individual Stage of Pig Pens for 24 hrs to Improve Piggery Environment (돈사환경 개선을 위한 생육단계별 돈사내 악취물질 농도 및 유해가스의 1일 변화추세 분석)

  • You, Won-Gyun;Kim, Cho-Long;Lee, Myung-Gyu;Kim, Dong-Kyun
    • Journal of Animal Environmental Science
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    • v.18 no.1
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    • pp.25-34
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    • 2012
  • Noxious gases with malodorous substance concentrations in each stages of pig buildings were determined at a typical 400sow-scale farm to improve piggery environment. Using IAQ-300 and pDR-1000AN, continuous records for the concentration of $NH_3$, CO, $CO_2$, $NO_2$, $SO_2$, $H_2S$, $O_2$, and along with temperature, humidity, dust concentrates from individual pig pens were collected to analyze every 6 hours' condition of indoor environment for 24 hours' period. In most pig houses, the air quality at noon was good, while at night (00:00~06:00), air composition became noxious in all buildings. The order of buildings' air quality for 24 hrs was pregnant > farrowing > nursery > growing > finishing. The cause of air quality differences was presumed to be the differences of stocking density, defecating amount and the length of exposure time of slurry in indoors. In conclusion, well-designed building structure, proper control of stocking density, quick removal of excreta from pig pens and continuous ventilation are prerequisites to improve pig housing environment.