• Title/Summary/Keyword: Linked Analysis

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Trend Analysis on Clothing Care System of Consumer from Big Data (빅데이터를 통한 소비자의 의복관리방식 트렌드 분석)

  • Koo, Young Seok
    • Fashion & Textile Research Journal
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    • v.22 no.5
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    • pp.639-649
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    • 2020
  • This study investigates consumer opinions of clothing care and provides fundamental data to decision-making for oncoming development of clothing care system. Textom, a web-matrix program, was used to analyze big data collected from Naver and Daum with a keyword of "clothing care" from March 2019 to February 2020. A total of 22, 187 texts were shown from the big data collection. Collected big data were analyzed using text-mining, network, and CONCOR analysis. The results of this study were as follows. First, many keywords related to clothing care were shown from the result of frequency analysis such as style, Dryer, LG Electronics, Product, Customer, Clothing, and Styler. Consumers were well recognizing and having an interest in recent information related to the clothing care system. Second, various keywords such as product, function, brand, and performance, were linked to each other which were fundamentally related to the clothing care. The interest in products of the clothing care system were linked to product brands that were also naturally linked to consumer interest. Third, the keywords in the network showed similar attributes from the result of CONCOR analysis that were classified into 4 groups such as the characteristics of purchase, product, performance, and interest. Lastly, positive emotions including goodwill, interest, and joy on the clothing care system were strongly expressed from the result of the sentimental analysis.

Gene Expression study of human chromosomal aneuploid

  • Lee Su-Man
    • Proceedings of the Korean Society for Bioinformatics Conference
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    • 2006.02a
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    • pp.98-107
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    • 2006
  • Chromosomal copy number changes (aneuploidies) are common in human populations. The extra chromosome can affect gene expression by whole-genome level. By gene expression microarray analysis, we want to find aberrant gene expression due to aneuploidies in Klinefelter (+X) and Down syndrome (+21). We have analyzed the inactivation status of X-linked genes in Klinefelter Syndrome (KS) by using X-linked cDNA microarray and cSNP analysis. We analyzed the expression of 190 X-linked genes by cDNA microarray from the lymphocytes of five KS patients and five females (XX) with normal males (XY) controls. cDNA microarray experiments and cSNP analysis showed the differentially expressed genes were similar between KS and XX cases. To analyze the differential gene expressions in Down Syndrome (DS), Amniotic Fluid (AF)cells were collected from 12 pregnancies at $16{\sim}18$ weeks of gestation in DS (n=6) and normal (n=6) subjects. We also analysis AF cells for a DNA microarray system and compared the chip data with two dimensional protein gel analysis of amniotic fluid. Our data may provide the basis for a more systematic identification of biological markers of fetal DS, thus leading to an improved understanding of pathogenesis for fetal DS.

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Link Weight Discrimination Analysis based Design of Input Nodes in ANN Models for Bankruptcy Prediction: Strong-Linked Neurons Selection and Weak-Linked Neurons Elimination Approach (연결강도판별분석에 의한 부도예측용 신경망 모형의 입력노드 설계 : 강체연결뉴론 선정 및 약체연결뉴론 제거 접근법)

  • 이웅규;손동우
    • Proceedings of the Korea Inteligent Information System Society Conference
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    • 2000.11a
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    • pp.469-477
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    • 2000
  • 본 연구에서는 부도예측용 인공신경망 모형의 입력노드를 선정하기 위한 방법론으로 연결강도판별분석(Link Weight Discrimination Analysis)에 의한 약체뉴론제거법(Weak-Linked Neuron Elimination)과 강체뉴론선택법 (Strong-Linked Neurons Selection)을 제안한다. 연결강도판별분석이란 적절한 학습이 끝난 인공신경망 모형에서 입력노드와 연결되는 가중치의 합에 대한 절대값인 연결강도 판별식(Link Weight Discrimination)에 의해 해당 입력노 드가 출력노드에 미치는 영향정도를 분석하는 것이다. 한편 강체연결뉴론선택법은 선처리를 통해 얻어진 학습된 인공신경망의 입력노드 가운데서 연결강도판별식이 큰 뉴론만을 본처리의 입력노드로 선정하는 것인데 비해 약체연결뉴론제거법은 연결강도판별식이 일정 값 즉, 연결강도 판별임계치(Link Weight Discrimination Cut off Value) 보다 낮은 입력노드를 제외하고 나머지 입력노드만을 본처리의 입력노드로 선정하는 것이다. 본 연구에서는 강체연결뉴론선택법과 약체연결뉴론제거법을 각각 정형적인 방법론으로 정립하고 이 방법론에 의해 부도예측용 인공신경망을 구축하여 각각의 모형을 의사결정트리에 의해 선정된 인공신경망 모형 및 선처리 과정을 거치지 않은 인공신경망 모형과 성능을 비교, 분석하여 본 연구에서 제안한 방법론의 타당성을 제시하였다.

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The Influence of Marketing Linkage to the Performance of a Coffee Company on the Satisfaction and Intention of Purchasing Companies (커피 기업의 공연 연계 마케팅이 구매기업의 만족도와 구매의도에 미치는 영향)

  • Xia, Zhu Qing;Min, Ji Eun
    • Journal of the Korean Society of Food Culture
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    • v.34 no.5
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    • pp.567-576
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    • 2019
  • The purpose of this study is to identify the impact of the performance-linked marketing of food companies on the satisfaction and willingness of the companies that purchase products. To achieve the purpose of this study, a survey was conducted on consumers who were using domestic coffee franchises. A total of 300 questionnaires were distributed, and only 291 were finally used for analysis, except for eight ones that were not sincere or valid. Performance-linked marketing consisted of promotional factors, support factors, production factors, and mouth-to-mouth factors, and the purchasing company's satisfaction and willingness to purchase products consisted of a single factor. A linear regression analysis was performed using SPSS version 20.0 to verify the hypothesis. The research results show that (1) marketing linked to the performance by coffee shops has a significant impact on consumers' willingness to purchase. (2) The marketing performance for coffee shops has a significant positive impact on the satisfaction of the purchasing company. (3) The consumer's intention to purchase has a significant positive effect on the purchaser's satisfaction. These findings confirm the importance of concert-linked marketing in the differentiated marketing by restaurant businesses.

Analysis of Dynamic Characteristics for Doubly-Fed Induction Generator in Wind Turbine System based on Stiffness of Linked System (연계계통의 강인성에 따른 이중여자유도발전 풍력시스템의 동특성 해석)

  • Kim, Tae-Ho;Ro, Kyoung-Soo
    • Proceedings of the KIEE Conference
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    • 2009.07a
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    • pp.458_459
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    • 2009
  • This paper analyzes the dynamic characteristics for doubly-fed induction generator(DFIG) in wind turbine system. This paper presents a modeling and simulation of a grid-connected wind turbine generation system for dynamics analysis on MATLAB/Simulink, and analyzes the responses DFIG wind turbine system for stiffness of linked system. Simulation results show the variations of generator's active/reactive output, terminal voltage, fault current, etc.

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Detection of Individuals Restoring Fertility by DNA Fragment Converted into STS (sequence tagged site) in Red pepper

  • Lee, Jang-Soo;Lee, Keun-Hyang;Kim, Yeo-Song;Kang, Kwon-Kyoo;Nou, Ill-Sup;Hirata, Yutaka
    • Plant Resources
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    • v.7 no.2
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    • pp.136-140
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    • 2004
  • Co-segregation of male fertility with DNA markers selected by RAPD analysis as being potentially linked to the restorer gene (Rf) for Cytoplasmic male sterility (CMS) was analyzed using segregating F2 population. One RAPD marker directly linked to the Rf locus was identified. Amplification of OPT-02/570 using the STS primers generated a monomorphic band of each fertile plants randomly selected F2 progenies. From these results, this specific marker would be strongly linked to be restoring gene. The use of STS marker is effective in overcoming the reliability of the RAPD phenotype and improving their utility for MAS, co-dominant STS markers are especially very useful.

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Two Linked-Robot Actuated by ER-Valve Systems (ER-Valve 작동기를 이용한 Two link Robot의 위치제어)

  • 이호근;김휘동
    • Proceedings of the Korean Society of Machine Tool Engineers Conference
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    • 2001.04a
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    • pp.165-170
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    • 2001
  • This paper presents performance analysis of two-linked robot system using ER (electro rheological) valve actuators. An ER fluid consisting of soluble chemical starches (particles) and silicone oil is made and its field-dependent yield stress is experimentally distilled using electro-viscometer. From this result, the design parameters of ER valve are determined. Based on parameter study, an ER valve system is designed and manufactured. Furthermore, the measured pressure drop is compared with predicted one obtained from the Bingham model. Following the evaluation of field-dependent pressure drop of ER valve, a two-linked robot system with two ER valve actuators is then constructed and its governing equation of motion is derived. From this equation, PID controller is established. Consequently, control performances of the proposed two-linked robot system featuring ER valve are evaluated.

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The Semantic Network Analysis of a Social Perspective on Conservation Discussions of 'Apartment Trace Remaining' - Focused on Newspaper Articles in Jamsil Jugong Apartment and Gaepo Jugong Apartment cases - ('아파트 흔적남기기'의 보존논의에 관한 사회적 관점의 의미네트워크 분석 - 잠실주공아파트와 개포주공아파트 사례의 신문기사를 중심으로 -)

  • Ahn, Jae-Cheol
    • Journal of the Regional Association of Architectural Institute of Korea
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    • v.21 no.5
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    • pp.109-116
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    • 2019
  • The Seoul city recommended that old apartments be preserved, and as part of that, it decided to preserve some of the buildings for Jamsil Jugong, which was built in 1977, and Gaepo Jugong, which was constructed in 1981. The purpose of this study was to compare and review newspaper articles with two perspectives positive and negative about how the social perception of 'apartment trace remaining' was being constructed. By looking at the meaning of keywords delivered by newspaper articles and the interaction structure between keywords through the analysis of semantic networks, we analyzed how the media is pursuing an issue on the topic of preservation of architectural cultural heritage. The analysis results confirmed that there was a clear difference between positive and negative newspaper. Positive articles dealt with utilization from the point of view of keywords linked to preservation, and negative articles showed that keywords related to the property and backlash of residents linked to the policy of the Seoul Metropolitan Government were linked, leading to high negative public opinion.

Structure Analysis of Water-soluble Polysaccharides Extracted from The Unripe Fruit of Cudrania tricuspidata (꾸지뽕나무 열매에서 추출한 수용성 다당류의 구조분석)

  • Kim, Seok Ju;Lee, Kyung-Tae;Youe, Won-Jae;Lee, Sung-Suk;Kim, Yong Sik
    • Journal of the Korean Wood Science and Technology
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    • v.42 no.6
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    • pp.740-746
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    • 2014
  • The unripe fruit of cudrania tricuspidata was extracted with 50% ethanol. The crude water-soluble extracts were separated by liquid-liquid separation with n-hexane, ethyl acetate and butanol followed by precipitation with ethanol, and then the water-soluble polysaccharide (F1) was isolated by the fractionation through gel permeation chromatography using preparative PLaquagel-OH column with water. The structure was characterized by monosaccharide composition with HPAEC-PAD, methylation analysis with GC-MS, FT-IR and HPLC. According to the data, F1 was com posed of glucose (22.84 mM), galactose (13.75 mM), arabinose (45.87 mM), xylose (7.49 mM). It was revealed which uronic acid and acetyl group were not attached in F1. And it is constituted of 1-linked arabinose, 1,4-linked arabinose, 1,3-linked glucose, 1,4-linked galactose, 1,4-linked glucose, 1,3,6-linked galactose, 1,3,6-linked glucose and the ratio was showed 1.1 : 1.0 : 4.9 : 7.5 : 3.0 : 3.1 : 1.4 : 1.5.

Analysis on Recloser-Fuse Coordination in a Power Distribution System linked Small Scale Cogeneration System with Superconducting Fault Current Limiter (소형 열병합발전 시스템이 연계된 배전계통에 초전도 전류제한기 적용시 리클로져-퓨즈 협조 분석)

  • Kim, Myoung-Hoo;Kim, Jin-Seok;Moon, Jong-Fil;Lim, Sung-Hun;Kim, Jae-Chul;Lee, Joon-Kyu
    • The Transactions of The Korean Institute of Electrical Engineers
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    • v.59 no.3
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    • pp.499-505
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    • 2010
  • This paper analyzed that the coordination of recloser-fuse when a superconducting fault current limiter (SFCL) is installed to a power distribution system linked small scale cogeneration system. As a rule, the recloser to properly protect against both permanent and temporary fault is installed to upstream of fuse. Therefore, in a power distribution system linked small scale cogeneration system, the fault current is increased by adding fault current of small scale Cogeneration system when a permanent fault occurs, and the fuse could melt during the first fast operation of the recloser because of more sufficient heat from the increased current. However, when SFCLs are applied into a power distribution system linked small scale cogeneration system, the coordination of recloser-fuse could be accomplished due to decreased fault current as the effect of the impedance value of the SFCL. Therefore, to solve these problems, we analysed the operation of recloser-fuse coordination in a power distribution system linked small scale cogeneration system with SFCL using PSCAD/EMTDC.