• Title/Summary/Keyword: Multidimensional analysis

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Fatigue in Pediatric Patients with Cancer (소아청소년 암환자의 피로)

  • Lee, Jung-Won;Park, Ho-Ran
    • Child Health Nursing Research
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    • v.16 no.1
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    • pp.66-72
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    • 2010
  • Purpose: This study was done to identify factors associated with fatigue in pediatric patients with cancer in order to develop nursing interventions for this population. Methods: The participants were 95 pediatric cancer patients admitted to a university medical center in Seoul, Korea, and 95 parents. The $PedsQL^{TM}$, Multidimensional Fatigue Scale developed by Varni (2002) was used to measure fatigue. Data were analyzed with the SAS program and t-test, analysis of variance (ANOVA), Pearson correlation coefficients, and multiple regression were used to identify the association of factors with fatigue. Results: The mean score for fatigue was 30.42 in the pediatric cancer patients and 34.77 in the parents. Fatigue was higher in patients living with a single parent, in patients whose father had a lower education and those patients with a fever. Pain, frequency and intensity of nausea and vomiting, depression, anxiety, and disruption of usual activity were positively associated with fatigue. The predictive factors for fatigue were disruption of usual activity, depression and living with or without parents. Conclusion: Pediatric patients with cancer experienced fatigue during their diagnosis and treatment. Of the multiple factors associated with fatigue, the association between disruption of usual activity and fatigue was the highest indicating a need to be concerned with this factor when providing interventions to alleviate fatigue.

Researach Patterns of Information Retrieval in Information Science: The Changing Structure Across A Decade (정보검색분야의 지적 구조와 변화에 관한 연구 : 영어문화권 저자들을 중심으로)

  • 서은경
    • Journal of the Korean Society for information Management
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    • v.9 no.1
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    • pp.55-82
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    • 1992
  • It can be assumed that exciting improvements of technology concerning the ways in which information is stored and processed have significantly affected information science and may lead to a dramatic change of research in the field. Author co-citation analysis was used to investigate changes in research patterns of information retrieval over two time periods, 1980-1982, and 1988-1990. Nonmetric multidimensional scaling and clustering techiqes were used to create two dimensional maps displaying the changing research patterns among 22 authors as perceived by scholars citing their work over the two time periods. The co-cited author clusters and the placement of authors on the two maps both appear to correspond well with characterizations of the author's work obtained in texts and social relationships.

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Backbone NMR Assignments and Secondary Structure Determination of a Cupin-family Protein YaiE from Escherichia coli

  • Lee, Sung-Hee;Sim, Dae-Won;Kim, Eun-Hee;Kim, Ji-Hun;Won, Hyung-Sik
    • Journal of the Korean Magnetic Resonance Society
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    • v.21 no.2
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    • pp.50-54
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    • 2017
  • Cupin-superfamily proteins represent the most functionally diverse groups of proteins and include a huge number of functionally uncharacterized proteins. Recently, YaiE, a cupin protein from Escherichia coli has been suggested to be involved in a novel activity of pyrimidine/purine nucleoside phosphorylase (PPNP). In the present study, we achieved a complete backbone NMR assignments of YaiE, by a series of heteronuclear multidimensional NMR experiments on its [$^{13}C/^{15}N$]-enriched sample. Subsequently, secondary structure analysis using the assigned chemical shift values identified 10 obvious ${\beta}-strands$ and a tentative $3_{10}-helix$. Taken all together, the results constitute the first structural characterization of a putative PPNP cupin protein.

Creating Level Set Trees Using One-Class Support Vector Machines (One-Class 서포트 벡터 머신을 이용한 레벨 셋 트리 생성)

  • Lee, Gyemin
    • Journal of KIISE
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    • v.42 no.1
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    • pp.86-92
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    • 2015
  • A level set tree provides a useful representation of a multidimensional density function. Visualizing the data structure as a tree offers many advantages for data analysis and clustering. In this paper, we present a level set tree estimation algorithm for use with a set of data points. The proposed algorithm creates a level set tree from a family of level sets estimated over a whole range of levels from zero to infinity. Instead of estimating density function then thresholding, we directly estimate the density level sets using one-class support vector machines (OC-SVMs). The level set estimation is facilitated by the OC-SVM solution path algorithm. We demonstrate the proposed level set tree algorithm on benchmark data sets.

Factors to Influence on Buying Behavior of Chinese Male Consumers regarding to Apparel Types (중국(中國) 남성(男性) 소비자(消費者)의 의류(衣類) 상품(商品) 유형(類型)에 따른 구매(購買) 행동(行動)에 영향(影響)을 미치는 요인(要因) 연구(硏究))

  • Shin, Sang-Moo;Im, Soon;Shon, Hee-Soon
    • Journal of Fashion Business
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    • v.6 no.4
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    • pp.141-150
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    • 2002
  • The purpose of this study was to investigate factors to influence on buying behavior of Chinese male consumers in regards to apparel types. Furthermore, this study provided fundamental data for marketing strategy in export apparel business to China from domestic apparel business. Returned 863 questionnaires from Chinese male consumers analyzed by factor analysis, and multidimensional scaling with SPSS10.0. The result of this study were as follows: Chinese male consumers bought formal wear with evaluating two groups of factors; one for functional (fitness, A/S, durability, and management), the other for external (brand, and trend). They bought casual wear with evaluating three groups of factors; functional/useful (price, A/S, and durability), aesthetic (color, and design), and external (brand and trend). Also they bought sports wear with evaluating three groups of factors; functional/useful(price, A/S, durability, and fabric), aesthetic(design and color), and external(brand and coordination).

Relationships among Marital Satisfaction, Spousal Support and Practice of Taekyo in Pregnant Women (임부의 결혼만족도와 배우자 지지가 태교실천에 미치는 영향)

  • Sung, Mi-Hae;Joo, Kyung-Sook
    • Women's Health Nursing
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    • v.17 no.1
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    • pp.31-38
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    • 2011
  • Purpose: The purpose of this study was to investigate the relationships among marital satisfaction, spousal support and practice of Taekyo among pregnant women. Methods: This study was conducted by the use of questionnaire surveys with two hundred and eighty-three pregnant women at several hospitals located in Gyeonggi province and Daejeon city from October 2008 to April 2009. Contents of questionnaire included marital satisfaction, spousal support and practice of Taekyo. Descriptive statistics, t-test, ANOVA, Pearson correlation, and stepwise multiple regression were conducted for data analysis using SPSS/WIN 17.0 program. Results: Degree of marital satisfaction, spousal support, and practice of Taekyo showed the high ranking among pregnant women. There was a significant difference in order of fetus, need for Taekyo, and time in Taekyo. There was a positive relationship between marital satisfaction, spousal support, and practice of Taekyo. The significant factors influencing the practice of Taekyo was connected with marital satisfaction, order of fetus and time in Taekyo. The total explanatory range was 29.3%. Conclusion: There is a need for multidimensional strategy in improving marital satisfaction. This study can be used as a foundation for maternal nursing education program and can be developed for practice of Taekyo.

Effects of transgenic watermelon with CGMMV resistance on the diversity of soil microbial communities using PLFA

  • Yi, Hoon-Bok;Kim, Chang-Gi
    • Animal cells and systems
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    • v.14 no.3
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    • pp.225-236
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    • 2010
  • We compared the composition of phospholipid fatty acids (PLFA) to assess the microbial community structure in the soil and rhizosphere community of non-transgenic watermelons and transgenic watermelons in Miryang farmlands in Korea during the spring and summer of 2005. The PLFA data were seasonally examined for the number of PLFA to determine whether there is any difference in the microbial community in soils from two types of watermelons, non-transgenic and transgenic. We identified 78 PLFAs from the rhizosphere samples of the two types of watermelons. We found eight different PLFAs for the type of plants and sixteen PLFAs for the interaction of plant type and season. The PLFA data were analyzed by analysis of variance separated by plant type (P<0.0085), season (P<0.0154), and the plant type${\times}$season interaction (P<0.1595). Non-parametric multidimensional scaling (NMS showed a small apparent difference but multi-response permutation procedures (MRPP) confirmed that there was no difference in microbial community structure for soils of both plant types. Conclusively, there was no significant adverse effect of transgenic watermelon on bacterial and fungal relative abundance as measured by PLFA. We could reject our hypothesis that there might be an adverse effect from transgenic watermelon with our statistical results. Therefore, we can suggest the use of this PLFA methodology to examine the adverse effects of transgenic plants on the soil microbial community.

Effect of emergency core cooling system flow reduction on channel temperature during recirculation phase of large break loss-of-coolant accident at Wolsong unit 1

  • Yu, Seon Oh;Cho, Yong Jin;Kim, Sung Joong
    • Nuclear Engineering and Technology
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    • v.49 no.5
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    • pp.979-988
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    • 2017
  • The feasibility of cooling in a pressurized heavy water reactor after a large break loss-of-coolant accident has been analyzed using Multidimensional Analysis of Reactor Safety-KINS Standard code during the recirculation phase. Through evaluation of sensitivity of the fuel channel temperature to various effective recirculation flow areas, it is determined that proper cooling of the fuel channels in the broken loop is feasible if the effective flow area remains above approximately 70% of the nominal flow area. When the flow area is reduced by more than approximately 25% of the nominal value, however, incipience of boiling is expected, after which the thermal integrity of the fuel channel can be threatened. In addition, if a dramatic reduction of the recirculation flow occurs, excursions and frequent fluctuations of temperature in the fuel channels are likely to be unavoidable, and thus damage to the fuel channels would be anticipated. To resolve this, emergency coolant supply through the newly installed external injection path can be used as one alternative means of cooling, enabling fuel channel integrity to be maintained and permanently preventing severe accident conditions. Thus, the external injection flow required to guarantee fuel channel coolability has been estimated.

Design and operation of the transparent integral effect test facility, URI-LO for nuclear innovation platform

  • Kim, Kyung Mo;Bang, In Cheol
    • Nuclear Engineering and Technology
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    • v.53 no.3
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    • pp.776-792
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    • 2021
  • Conventional integral effect test facilities were constructed to enable the precise observation of thermal-hydraulic phenomena and reactor behaviors under postulated accident conditions to prove reactor safety. Although these facilities improved the understanding of thermal-hydraulic phenomena and reactor safety, applications of new technologies and their performance tests have been limited owing to the cost and large scale of the facilities. Various nuclear technologies converging 4th industrial revolution technologies such as artificial intelligence, drone, and 3D printing, are being developed to improve plant management strategies. Additionally, new conceptual passive safety systems are being developed to enhance reactor safety. A new integral effect test facility having a noticeable scaling ratio, i.e., the (UNIST reactor innovation loop (URI-LO), is designed and constructed to improve the technical quality of these technologies by performance and feasibility tests. In particular, the URI-LO, which is constructed using a transparent material, enables better visualization and provides physical insights on multidimensional phenomena inside the reactor system. The facility design based on three-level approach is qualitatively validated with preliminary analyses, and its functionality as a test facility is confirmed through a series of experiments. The design feature, design validation, functionality test, and future utilization of the URI-LO are introduced.

Effect of Socially Prescribed Perfectionism on Suicidal Ideation in Korean High School Students and the Moderating Role of Goodness of Sleep (고등학생의 사회부과 완벽주의와 수면양호도가 자살생각에 미치는 영향)

  • Lee, Sanggun;Park, Ju Hee
    • Human Ecology Research
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    • v.57 no.2
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    • pp.281-293
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    • 2019
  • This study aimed to examine the effects of socially prescribed perfectionism, sleep duration, and sleep quality on suicidal ideation in Korean high school students and to investigate if sleep duration and quality moderated the relationship between socially prescribed perfectionism and suicidal ideation. The participants of this study were 840 students (544 boys and 296 girls) from six high schools located in Seoul and Gyeonggi-do. The Suicidal Ideation Questionnaire (Reynolds, 1988) was used to measure suicidal ideation. And the socially prescribed perfectionism was assessed by the Multidimensional Perfectionism Scale (Hewitt & Flett, 1991). The students were asked to respond to a question regarding how long they slept a day as well as the Sleep Quality Scale (Yi, 2005). The data were analyzed with descriptive statistics and hierarchical regressions. The moderating effect of sleep duration and quality were investigated using the analysis procedures proposed by Baron and Kenny (1986). The results showed that the level of socially prescribed perfectionism and sleep quality increased the level of suicidal ideation. In addition, sleep quality moderated the relationship between socially prescribed perfectionism and suicidal ideation. The effect of socially prescribed perfectionism on suicidal ideation was greater when sleep quality was poor, compared to when it was good.