• Title/Summary/Keyword: Variance of Analysis

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Development of Analytical Technology Using the HS-SPME-GC/FID for Monitoring Aromatic Solvents in Urine

  • Lee, Mi-Young;Chung, Yun Kyung;Shin, Kyong-Sok
    • Mass Spectrometry Letters
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    • v.4 no.1
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    • pp.18-20
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    • 2013
  • Headspace solid phase micro-extraction gas chromatography/flame ionization detection (HS-SPME-GC/FID) method was compared with headspace gas chromatography/mass selective detection (HS-GC/MS). Organic solvent-spiked urine as well as urine samples from workspace was analyzed under optimal condition of each method. Detection limit of each compound by HS-SPME-GC/FID was $3.4-9.5{\mu}g/L$, which enabled trace analysis of organic solvents in urine. Linear range of each organic solvent was $10-400{\mu}g/L$, with fair correlation coefficient between 0.992 and 0.999. The detection sensitivity was 4 times better than HS-GC/MS in selected ion monitoring (SIM) mode. Accuracy and precision was confirmed using commercial reference material, with accuracy around 90% and precision less than 4.6% of coefficient of variance. Among 48 urine samples from workplace, toluene was detected from 45 samples in the range of $20-324{\mu}g/L$, but no other solvents were found. As a method for trace analysis, SPME HS GC/FID showed high sensitivity for biological monitoring of organic solvent in urine.

Learning Similarity with Probabilistic Latent Semantic Analysis for Image Retrieval

  • Li, Xiong;Lv, Qi;Huang, Wenting
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.9 no.4
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    • pp.1424-1440
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    • 2015
  • It is a challenging problem to search the intended images from a large number of candidates. Content based image retrieval (CBIR) is the most promising way to tackle this problem, where the most important topic is to measure the similarity of images so as to cover the variance of shape, color, pose, illumination etc. While previous works made significant progresses, their adaption ability to dataset is not fully explored. In this paper, we propose a similarity learning method on the basis of probabilistic generative model, i.e., probabilistic latent semantic analysis (PLSA). It first derives Fisher kernel, a function over the parameters and variables, based on PLSA. Then, the parameters are determined through simultaneously maximizing the log likelihood function of PLSA and the retrieval performance over the training dataset. The main advantages of this work are twofold: (1) deriving similarity measure based on PLSA which fully exploits the data distribution and Bayes inference; (2) learning model parameters by maximizing the fitting of model to data and the retrieval performance simultaneously. The proposed method (PLSA-FK) is empirically evaluated over three datasets, and the results exhibit promising performance.

Set Menu Preferences of Middle and High School Students in School Foodservice (남녀 중,고등학생의 학교급식 세트메뉴에 대한 선호도)

  • Lee, Na-Yeong;Gwak, Dong-Gyeong;Lee, Gyeong-Eun
    • Journal of the Korean Dietetic Association
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    • v.13 no.1
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    • pp.1-14
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    • 2007
  • The purpose of this study was to assess students’ preference on set menus served in school foodservice. Questionnaires were distributed to 4,050 students enrolled in 34 middle and high schools located in Seoul, Gyeonggi, and Gyeongnam provinces. The students were asked to assess their preferences on 78 set menus using a 5-point Likert-type scale(1 : very dislike - 5 : very like). Excluding responses with significant missing data, usable responses were 3,433. Data were analyzed with descriptive analysis, t-test, and one-way analysis of variance. There was no difference between middle and high school students in terms of set menu preferences. On the other hand, there was significant difference between boys' and girls' set menu preferences. Among the seven given set menu groups(rice and soup with side dishes, tangs, rice with toppings, fried rice, western foods, noodles.ddeokguk.dumpling soups, and bibimbaps), boys had higher preference scores for the rice and soup with side dishes, tangs, rice with toppings, and fried rice than that of girls. Fried rice set menus were chosen to be boys’ favorite menus while western food set menus were most preferred by the girls. Rice and soup with side dishes set menus were least preferred by both boys and girls.

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Factors Affecting the Participation in Leisure Activities by Elderly Women Living Alone

  • Gu, Min Kyung
    • Research in Community and Public Health Nursing
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    • v.29 no.3
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    • pp.257-266
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    • 2018
  • Purpose: The study has been conducted to identify factors affecting the participation in leisure activities by elderly women living alone. Methods: Data were collected through a questionnaire survey among 150 elderly women in Seoul and Gyeong-gi Province. The measurement tools that were used include participation in leisure activities, perceived health status, Geriatric Depression Scale Short Form-Korea (GDSS-K), psychological well-being scale, and loneliness scale. The data were analyzed by using the Pearson correlation coefficients, t-test, analysis of variance ANOVA, and stepwise multiple regression with the SPSS/windows version 21.0 program. Results: The analysis shows that the affection for participation in leisure activities of the elderly women living alone who participated in the questionnaire survey is significant (F=14.6, p<.001). The value of the adjusted $R^2$ is 0.55, which accounts for the explanatory power of 55.4%. The predictor that has been found to have the greatest influence on the participation in leisure activities by the elderly women living alone include perceived health status, followed by monthly allowance (10,000 won), psychological well-being, economic status, religion, depression, family structure, and loneliness. Conclusion: The results suggest that in developing nursing interventions and practice for the participation in leisure activities by elderly women living alone, perceived health status, psychological well-being, depression, and loneliness should be considered.

21st century Female's Ideal Beauty & Formative Characteristics of Fashion Design (21세기의 이상적 여성미와 패션디자인의 조형적 특성)

  • Lee, Kwan-Yi
    • Fashion & Textile Research Journal
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    • v.14 no.3
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    • pp.371-380
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    • 2012
  • Based on results using factor analysis, Women's definition of "Ideal beauty" can be materialize into four key factors, "Confident beauty", "Graceful beauty", "Lively beauty", and "Genuine beauty". Factor analysis was conducted to materialize Women's definition of "Ideal beauty"and the above four factors were representative of 56.31% of total variance. "Ideal beauty" defined by age category was also found significant difference, indicating existence of different "Ideal beauty "definition for age groups. Itemized age category's "Ideal beauty" definitions are as follows, 18-22 years, bright and lively, 23-27 years, cute and confident, 28-32 years, sensible and confident 33-37 years, hard-working, 38-42 years, ability and composure, 43-47 years, casual and graceful, 48-52 years, refined and noble, 53 years and above, healthy and proper as "Ideal beauty" definitions. The defined "ideal beauty" was steadily shifted with age group. Women 38 years and younger were defined external attributes to "Ideal beauty", as women 38 years and older were defined inner attributes to "Ideal beauty". Women's definition of "Ideal beauty" can materialize into four key factors, "Confident beauty", "Graceful beauty", "Lively beauty", and "Genuine beauty".

The Relationship between Childhood and Collegehood Place Attachment to Home Environment for College Students 1) (대학생의 아동기 집과 현재 집에 대한 장소애착의 관련성)

  • Choi, Byung-Sook;Lee, Jin-Suk;Han, Young-Sook
    • Korean Journal of Human Ecology
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    • v.19 no.5
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    • pp.905-918
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    • 2010
  • This study explored Korean college students' place attachment to current home environments and their place attachment to childhood home environments. The study sought to confirm the relationship between childhood place attachment and collegehood place attachment to home environment. Data were collected from 336 students at four universities in Jellabuk-Do, Korea, and questionnaire survey was performed. Exploratory and confirmatory factor analysis was computed and showed five factors related to place attachment of home environment. Place intimacy, rootedness, place identity, place dependence, and place palyness showed in childhood place attachment to home; place identity, place affection, place restfulness, place dependence, and rootedness in collegehood place attachment to home. Canonical correlation analysis showed that childhood place attachment to home explained 43.9% variance with regard to collegehood place attachment to home. This relationship implied that childhood place attachment strongly affected subsequent collegehood place attachment.

A study on the optimal conditions for machining accuracy when endmill fillet cutting at the corner (코너부 모깍기 엔드밀가공시 가공정밀도의 최적조건에 관한 연구)

  • Choi, Sung-Yun;Kwon, Dae-Gyu;Park, In-Su;Wang, Duck-Hyun
    • Journal of the Korean Society of Manufacturing Process Engineers
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    • v.15 no.4
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    • pp.101-108
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    • 2016
  • Endmill fillet cutting at the corner was conducted with the online measurement of cutting forces and tool deflection by a tool dynamometer and an eddy current sensor system. The profile of the machined surface was also compared with the CAD profile with a Coordinate Measuring Machine (CMM) and CALYPSO software. It was found that the end mill cutter with four blades has a better surface profile than that with two blades, and the cutting forces and tool deformation were increased as the cutting speed was increased. When the tool located at the degree $45^{\circ}$ corner was found to conduct the maximum cutting force than started to the point of the workpiece. As it was compared with the CMM and ANOVA analysis result in the case that the cutting force and tool deformation was the maximum, it was found that the result was affected by the spindle speed and the number of blades.

Weldability Evaluation in Plasma-GMA Hybrid Welding for Al-5083 Using Analysis of Variance (AL5083 합금에 대한 Plasma-GMA 용접에서 분산분석을 이용한 공정변수의 특성 평가)

  • Jung, Jin Soo;Lee, Jong Jung;Lee, Hee Keun;Park, Young Whan
    • Journal of Welding and Joining
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    • v.32 no.1
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    • pp.28-33
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    • 2014
  • In this paper, I-butt welding with 6mm thickness using Plasma-GMA welding was carried out. And weld characteristics of the Al-5083 aluminium alloy for Plasma-GMA hybrid welding was evaluated. The orthogonal experimental design was used to investigate the influence of plasma-MIG welding parameters such as plasma current, wire feeding rate, MIG-welding voltage and welding speed on the weld bead geometry and tensile strength using the ANOVA(Analysis of Variation). Then we conducted evaluation of contribution for process parameters. ANOVA results show that bead dimensions are affected by wire feeding speed, welding voltage and welding speed and tensile strength is mainly affected by welding speed and plasma arc current. Tensile strength was decreased by rise in plasma welding current because GMA welding current was decreased by plasma arc.

Development of a Scale to Measure Self-Care for Korean Patients with Chronic Obstructive Pulmonary Disease (만성 폐쇄성 폐질환자의 자가관리측정도구 개발)

  • 전정자;김애경;최상옥;애정희;최미경;장선아
    • Journal of Korean Academy of Nursing
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    • v.33 no.1
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    • pp.9-16
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    • 2003
  • Purpose : The objective of this study was the development and validation of a scale to measure the self-care of patients with chronic obstructive pulmonary disease(COPD) in Korea. Method: Self-care scale was developed based on the self-care activities patients had to carry out in order to manage their COPD. The original scale contained 34 items rated along a five-point Likert scale and was reviewed by 18 professional nurses and 10 Korean patients with COPD for content validity. Subsequently, patients with COPD were asked to complete this 23-item scale and further tests were done with the 125 useable responses. Result: Factor analysis identified eight factors-'maintaining a clean air way', 'taking medication', 'support from family', 'preventing infection', 'managing symptoms', 'breathing exercising', and 'taking in nutrition'. The internal consistency of the total scale was Cronbach's α=0.7226. These eight factors explained 60.8% of total variance. There was correlation among Korean Self-Care Scale score, administration level, and knowledge level but there was no correlation to patients' satisfaction with medical services. Conclusion: The 23 item questionnaire positively identified 8 areas defined important for COPD patients. Further studies are required to see how these can be integrated into patient education.

Multiplexing MPEG Video Streams Using Selective Buffering (선택적 버퍼링을 이용한 MPEG 비디오 스트림 다중화 기법)

  • 김명균
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.25 no.10A
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    • pp.1554-1559
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    • 2000
  • On ATM networks, MPEG video stream is transferred using CBR or VBR services. But because the MPEG video traffic varies greatly from time to time, it is very difficult to transfer the MPEG steam efficiently without loss of transmission bandwidth. Until now, the study on the traffic analysis and control on a single MPEG video stream has been done by many researchers, but the traffic analysis and control on a multiplexed traffic of multiple MPEG video streams has not been studied by any researcher. This paper proposes a multiplexing method to reduce the PCR and traffic variance of a multiplexed traffic of multiple MPEG video streams. By reducing the PCR of the multiplexed traffic, the multiplexed VBR traffic can be transferred efficiently with less loss of transmission bandwidth.

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