• Title/Summary/Keyword: 등급화 분석

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Recommending System of Products based on Data mining Technique (데이터 마이닝 기법을 이용한 상품 추천 시스템)

  • Jung, Min-A.;Park, Kyung-Woo;Cho, Sung-Eui
    • Journal of the Korea Institute of Information and Communication Engineering
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    • v.10 no.3
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    • pp.608-613
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    • 2006
  • There are many e-showing mall because of revitalization of e-commerce system. It is necessary to recommending system of products that is for saving time and effort of customer. In this paper, we propose the system that is applying classification among data mining techniques to analysis of log data of customer. This log data contains access of user and purchasing of products. The proposed system operates in two phases. The first phase is composed of data filter module and association extraction module among web pages. The second phase is composed of personalization module and rule generation module. Customer can easily know the recommended sites because the proposed system can present rank of the recommended web pages to customer. As a result, the proposed system can efficiently do recommending of products to customer.

Formation of Ultra fine Particle by the Polonium-218 Ions under Different Humidity Conditions (다른 습도조건하에서 Po-218 이온들의 극소입자형성에 관한 연구)

  • Yoon, Suk-Chul;Ha, Chung-Woo
    • Journal of Radiation Protection and Research
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    • v.17 no.1
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    • pp.1-10
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    • 1992
  • A number of investigators have reported the formation of the radiolytic ultrafine particles produced by the interaction of ionizing radiation with water vapor. Previous studies have suggested that a very high localized concentration of the OH radical produced by the radiolysis of water can react with trace gas like organic vapors and produce lower vapor pressure compounds that can then nucleate. In order to determine water vapor dependence of the active, positively charged, first radon daughter(Po-218), an experiment was conducted using a well-controlled radon chamber. The activity size distribution of the radon daughter in the range of 0.5-100nm was measured using the parallel graded wire screens system. Measurements were taken for different relative humidity. The resultant activity size distributions were analyzed. The addition of water vapor to the radon carrier gases resulted in the formation of ultrafine particles by OH radicals formed by radon radiolysis. It may be due to the neutralization of charged Po-218 ion with water vapor through the radio lysis.

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P2P 사용자 인증과 OTP 분석

  • Moon, Yong-Hyuk;Kwon, Hyeok-Chan;Nah, Jae-Hoon;Jang, Jong-Soo
    • Review of KIISC
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    • v.17 no.3
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    • pp.32-40
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    • 2007
  • 유비쿼터스 서비스 인프라로 부각되고 있는 P2P(Peer-to-Peer) 네트워크는 사용자 제작 콘텐트, 동영상, 파일 등으로 대표되는 지식 콘텐트뿐만 아니라, 컴퓨터 및 네트워크 자원(Resource)을 다양한 환경에서 N 대 N의 형태로 상호 공유 및 분배할 수 있는 구조적 가능성을 제공하고 있다. 그러나 "Open, Dynamic, Anonymous" 등의 특성을 기반으로 하는 P2P 네트워크는 신뢰적 ID(Identity) 생성 및 관리 그리고 이의 적절한 인증에 대한 지원 없이는 현실적으로 잠재적인 보안 위협에 노출되는 제약이 따르게 된다. 한편, 최근 금융보안업계가 주축이 되어 일회용패스워드로 지칭되는 OTP(One Time Password) 인증 메커니즘(Authentication Mechanism)을 제 1 등급 보안방법으로 명시화하고 있고, 온라인 업계에서도 이를 활용하는 기술적 시도 및 개발 사례가 늘어나고 있어, OTP 기술의 보안성 검토 및 활용 범위를 확대하는 방안에 대한 논의의 필요성이 대두되고 있다. 본고에서는 이러한 기술적 흐름 및 산업계 동향에 발맞춰 P2P 네트워크에서 사용자 인증을 위해 OTP 메커니즘을 활용하기 위한 방안에 대해 검토하고 이의 적용 가능성을 분석한다.

The Characterization of Controlled Low Strength Material (CLSM) Using High CaO Fly Ash without Chemical Alkaline Activator (고칼슘 플라이애쉬를 이용한 알칼리 활성화제 무첨가 저강도 유동화 채움재 특성 평가)

  • Lim, Sanghyeong;Choo, Hyunwook;Lee, Woojin;Lee, Changho
    • Journal of the Korean GEO-environmental Society
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    • v.17 no.12
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    • pp.17-26
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    • 2016
  • The experimental investigation aims at developing controlled low strength materials (CLSM) using a self-cementitious fly ash (FA) as a binder and a bottom ash (BA) as a aggregate. The fly ash and bottom ash used in this study were obtained from a circulating fluidized bed combustion boiler (CFBC) which produces relatively high CaO containing fly ash. To find the optimum mixing condition satisfying flow consistency and unconfined compression strength (UCS), the CLSM specimens were prepared under various mixing conditions, including two types of aggregate and different weight fractions between fly ash and aggregate. Additionally, the prepared specimens were evaluated using a scanning electron microscope (SEM) and X-ray diffraction (XRD). The results of this study demonstrate that the water content satisfying flow consistency ranges from 42% to 85% and the flowability is improved with increasing the fraction of aggregate in whole mixture. The USC ranges from 0.3 MPa to 1.9 MPa. The results of UCS increases with increasing the fraction of aggregate in FA-sand mixtures, but decreases with increasing the fraction of aggregate in FA-BA mixtures. SEM images and XRD patterns reveal that the occurrence of both geopolymerization and hydration. The results of this study demonstrate that CFBC fly ash could be used as an alternative binder of CLSM mixtures.

Pattern Clustering of Symmetric Regional Cerebral Edema on Brain MRI in Patients with Hepatic Encephalopathy (간성뇌증 환자의 뇌 자기공명영상에서 대칭적인 지역 뇌부종 양상의 군집화)

  • Chun Geun Lim;Hui Joong Lee
    • Journal of the Korean Society of Radiology
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    • v.85 no.2
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    • pp.381-393
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    • 2024
  • Purpose Metabolic abnormalities in hepatic encephalopathy (HE) cause brain edema or demyelinating disease, resulting in symmetric regional cerebral edema (SRCE) on MRI. This study aimed to investigate the usefulness of the clustering analysis of SRCE in predicting the development of brain failure. Materials and Methods MR findings and clinical data of 98 consecutive patients with HE were retrospectively analyzed. The correlation between the 12 regions of SRCE was calculated using the phi (φ) coefficient, and the pattern was classified using hierarchical clustering using the φ2 distance measure and Ward's method. The classified patterns of SRCE were correlated with clinical parameters such as the model for end-stage liver disease (MELD) score and HE grade. Results Significant associations were found between 22 pairs of regions of interest, including the red nucleus and corpus callosum (φ = 0.81, p < 0.001), crus cerebri and red nucleus (φ = 0.72, p < 0.001), and red nucleus and dentate nucleus (φ = 0.66, p < 0.001). After hierarchical clustering, 24 cases were classified into Group I, 35 into Group II, and 39 into Group III. Group III had a higher MELD score (p = 0.04) and HE grade (p = 0.002) than Group I. Conclusion Our study demonstrates that the SRCE patterns can be useful in predicting hepatic preservation and the occurrence of cerebral failure in HE.

Convergent Analysis on the Speech Sound of Typically Developing Children Aged 3 to 5 : Focused on Word Level and Connected Speech Level (3-5세 일반아동의 말소리에 대한 융합적 분석: 단어와 자발화를 중심으로)

  • Kim, Yun-Joo;Park, Hyun-Ju
    • Journal of the Korea Convergence Society
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    • v.9 no.6
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    • pp.125-132
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    • 2018
  • This study was to investigate the speech sound production characteristics and evaluation aspects of preschool children through word test and connected speech test. For this, the authors conducted Assessment of Phonology and Articulation for Children(APAC) to 72 normal children(24 three-, four-, and five-year-olds each) and analyzed difference in percent of correct consonant(PCC) and intelligibility according to age and sex, correlation between PCC and intelligibility, and speech sound error patterns. PCC and intelligibility increased with age but there was no difference according to sex. The correlation was statistically significant in 5-year-old group. Speech sound error patterns were different in the two tests. This study showed that children's speech sound production varied according to language unit. Therefore, both types of tests should be done to grasp their speech sound production ability properly. This suggests that current standard to identify language impairment only by PCC of word level requires review and further studies.

Fault-tree Analysis Modeling for Bus Structure of High Reliable Redundant Controller (고신뢰성 다중화 제어기기의 버스구조에 대한 결함수목분석(Fault-tree Analysis) 모델링)

  • Noh, Jinpyo;Kim, Joonkyo;Son, Kwang-Seop;Kim, Dong-Hoon;Park, Jaehyun
    • Annual Conference of KIPS
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    • 2012.11a
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    • pp.87-90
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    • 2012
  • 원자력발전소에 사용되는 모든 시스템은 IEEE에서 최고 수준의 안전도인 CLASS 1E로 분류된다. 그중에서 안전계통은 원자력발전소 안전에 관련한 모든 분야를 관리하는 계통이다. 산업이 발전함에 따라 안전계통 또한 그 규모와 복잡성이 높아지고 있고, 이에 적용되는 요구사항 또한 엄격해지고 있다. 따라서 발전소에 적용되는 안전 동작에 대한 기준을 결정하기 위해서 철저한 오류 예측분석이 수행 되어야 한다. 그 중에서도 NUREG-0492로 규정되어 있는 결함수목분석(Fault Tree Analysis)은 연역적 오류 예측 분석방법으로 원자력 발전소, 우주 산업 등에 관련된 분야는 본 방법을 통하여 오류 예측 분석이 이루어 져야한다. 본 논문에서 원전안전계통을 관리하는 구현 모델인 원전안전등급제어기기(Safety Programmable Logic Controller)에 대하여 결함수목분석을 통한 오류 예측 분석을 하였다. 또한, 위의 구조에 대하여 MSC(Message Sequence Chart)를 통한 모델링을 수행하여, 결함수목분석을 적용하는 과정에서 신뢰도 향상을 더하였다.

Analysis and Suggestion of Environment-friendly Interior Finishing Materials for Aged Apartment Remodeling (노후 공동주택 리모델링의 친환경 실내 마감재료 분석 및 제안)

  • Kim, Ki-Hyun;Kim, Kyung-Rai
    • Korean Journal of Construction Engineering and Management
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    • v.8 no.2
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    • pp.118-126
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    • 2007
  • Environmentally Sound and Sustainable Development (ESSD)" is a key word in recent years. The construction industry, have put a great influence on ergonomic and sustainable environment. Recently, "green building certifications", such as Indoor Air Quality (IAQ) and eco-friendly material regulation have been established. With this regard, new construction and aged-housing remodeling projects are required to meet these certification criteria. Apartment residents have great concern on eco-product, since many cases are reported that Sick Building Syndrome is caused by toxic substance from building materials. Aged-housing remodeling construction has a unique characteristic in that the residents are already determined prior to construction execution. Therefore, the analysis of resident's need for building materials in aged-housing remodeling is relatively easy compared to new building construction. As such, it is very important to analyze their preferences for eco-friendly materials prior to project execution. The purpose of this study is to find the needs of residents and priority of their needs. Based on their needs and priority, this paper provides a new strategy in using environment-friendly materials and maximizing their satisfaction level when aged housing remodeling is constructed. In addition, this paper provide new criteria in selecting new developed environmental materials in remodeling projects for the purpose of improving the safety and health level in construction industry.

An Empirical Analysis about the usefulness of Internal Control Information on Corporate Soundness Assessment (기업건전성평가에 미치는 내부통제정보의 유용성에 관한 실증분석 연구)

  • Yoo, Kil-Hyun;Kim, Dae-Lyong
    • Journal of Digital Convergence
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    • v.14 no.8
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    • pp.163-175
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    • 2016
  • The purpose of this study is to provide an efficient internal control system formation incentives for company and to confirm empirically usefulness of the internal accounting control system for financial institutions by analyzing whether the internal control vulnerabilities of companies related significantly to the classification and assessment of soundness of financial institutions. Empirical analysis covered KOSPI, KOSDAQ listed companies and unlisted companies with more than 100 billion won of assets which have trading performance with "K" financial institution from 2008 until 2013. Whereas non-internal control vulnerability reporting companies by the internal control of financial reporting received average credit rating of BBB on average, reporting companies received CCC rating. And statistically significantly, non-reporting companies are classified as "normal" and reporting companies are classified as "precautionary loan" when it comes to asset quality classification rating. Therefore, reported information of internal control vulnerability reduced the credibility of the financial data, which causes low credit ratings for companies and suggests financial institutions save additional allowance for asset insolvency prevention and require high interest rates. It is a major contribution of this study that vulnerability reporting of internal control in accordance with the internal control of financial reporting can be used as information significant for the evaluation of financial institutions on corporate soundness.

Relationship between Carbonation Rate and Compressive Strength in Concrete with Unclear Local Aggregate Qualities (골재 지역 특성이 불분명한 콘크리트의 탄산화 속도 및 강도 상관성)

  • Jin-Won Nam;Hyeong-Ki Kim;Seung-Jun Kwon
    • Journal of the Korean Recycled Construction Resources Institute
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    • v.12 no.3
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    • pp.246-253
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    • 2024
  • When concrete with slag powder or fly ash is under an accelerated carbonation test at early age, a very complicated carbonation behavior occurs since several reactions covering cement hydration, pozzolanic reaction, and carbonation reaction occu simultaneously. In particular, fine and coarse aggregates with poor quality were used, the trend with strength development and carbonation behavior was not clear. In this study, concrete samples with three design strength grade(24 MPa, 27 MPa, and 30 MPa) were manufactured with different aggregates site(A, B, and C). Compressive strength test were performed considering curing ages(7 and 28 days), and the accelerated carbonation tests were performed for 8 weeks for evaluating carbonation rate. The relationship between compressive strength and carbonation rate was analyzed considering mix properties and the aggregate site conditions. In addition, the minimum cover depth satisfying intended service life was obtained through carbonation design based on Domestic Design Code, and the necessities for improving design parameters (direction coefficient and effective water-binder ratio) were suggested.