• 한국의류산업학회지
• /
• 제4권1호
• /
• pp.71-78
• /
• 2002

The purpose of this study was to classify body types of 800 female junior and high school students based on factor analysis, cluster analysis, and correspondence analysis of 15 photometric measurements of the subjects' lateral body lines. The results are as follows: The skeleton structure, which was represented the back bending by the photometric measurement, was already formed at age of 12 or 13, while the cervical skeleton, the size and inclination of the shoulder, and the degree of the lateral inclination of the upper body and the buttocks continued to grow by the age of 16. A factor analysis of the photometric measurement resulted in the sampling which determined the degree of the back bending, front-bust angle, and lateral view as well as the sampling whose factor represented the cervical inclination. A cluster analysis of the photometric measurement resulted in the four types of classification: Type 1, the straight type comprising 13.3% of the whole population; Type 2, the bent-forward type comprising 39.5%; Type 3, the lean-back type comprising 27.4%; and Type 4, the swayback type comprising 19.1%. Accordingly, the bent-forward type was found to be the dominant type among the four lateral body types.

• 한국IT서비스학회지
• /
• 제16권1호
• /
• pp.119-138
• /
• 2017

Mobile easy payment is a term for using mobile devices to facilitate financial transactions. Mobile easy payment is a quickly emerging practice, supported by the dramatic increase of mobile phone or device users around the world. The purpose of this study is to classify user's group of the mobile easy payment service by their lifestyle based on I-VALS type and to investigate differences in usage behavior among the user groups. For empirical study, a questionnaire survey was carried out with users of mobile easy payment services using the Internet from June 7 to 10 in 2016. We conducted factor analysis for I-VALS, usage factors, satisfaction factors. We also performed cluster analysis for group classification, and analysis of variance, cross analysis to compare the different usage behavior among the user groups. In analysis results, first three cluster appeared including "ICT task-oriented group", ICT positive and socialities oriented group", "ICT leader-oriented group". Second, it was found significant differences among the clusters about factor of "easy of use", "securities", "universality", "satisfaction". Third, we showed that there were significant differences in time first used the service. Based on these findings, we provide practical implications. Results of our study can be expected to provide the basis of differentiated marketing strategy of mobile easy payment services.

• 한국발생생물학회지:발생과생식
• /
• 제18권3호
• /
• pp.167-172
• /
• 2014

In the present study, muscle tissues were obtained separately from individuals from Atlantic hairtail population (AHP), Gunsan hairtail population (GHP) and Chinese hairtail population (CHP), respectively. The seven decamer primers were used to generate the shared loci, specific, unique shared loci to each population and shared loci by the three hairtail populations. Here, averagely, a decamer primer generated 64.7 amplified products per primer in the AHP population, 55.7 in GHP population and 56.4 in CHP population. The number of unique shared loci to each population and number of shared loci by the three populations generated by genetic analysis using 7 decamer primers in AHP, GHP and CHP population. 119 unique shared loci to each population, with an average of 17 per primer, were observed in the AHP population, and 28 loci, with an average of 4 per primer, were observed in the CHP population. The hierarchical dendrogram point out three main branches: cluster 1 (ATLANTIC 01 ~ ATLANTIC 07), cluster 2 (GUNSAN 08 ~ GUNSAN 14) and cluster 3 (CHINESE 15 ~ CHINESE 21). The shortest genetic distance displaying significant molecular difference was between individuals' CHINESE no. 16 and CHINESE no. 18 (0.045). In the long run, individual no. 01 of the AHP population was most distantly related to CHINESE no. 19 (genetic distance = 0.430). Consequently, PCR analysis generated on the genetic data displayed that the geographic AHP population was widely separated from CHP population, while individuals of CHP population were fairly closely related to those of GHP population.

• 한국해양환경ㆍ에너지학회지
• /
• 제19권3호
• /
• pp.173-184
• /
• 2016

통영 거제연안역에서의 해양생태계 관측 결과를 군집분석하여 이 해역에서의 계절에 따른 수온 염분 분포 특징을 파악하고자 하였다. 춘계, 추계 및 동계에는 연안역이 외해역에 비해 수온이 $1{\sim}2^{\circ}C$ 정도 높았으며, 특히 2014년 동계의 저층은 표층과는 달리 남-북 방향으로 등수온선을 형성하였다. 염분 또한 2013년 동계에는 저층에서 남-북 방향의 등염분선을 형성하였다. 따라서, 표 저층의 등수온 및 등염분선의 방향이 서로 달라, 수괴의 이동 패턴도 서로 다르다는 사실을 확인하였다. 반면 하계 표 저층에는 수온이 약 $10^{\circ}C$, 염분은 외해 2 psu, 거제연안 10 psu 이상인 성층이 형성되었다. 군집분석 결과, 이 해역의 수괴는 크게 세 개의 군집으로 나눌 수 있었으나, 해수의 유입 등에 의해 복잡한 군집을 이루는 경우도 있었다. 이러한 군집분석 결과는 군집의 형태가 남-북 방향으로 형성되는 시기를 제외하고는 비교적 적합한 것임을 회귀분석을 통해 확인하였다.

• 기술혁신학회지
• /
• 제15권3호
• /
• pp.675-699
• /
• 2012

본 연구에서는 혁신 클러스터 구축을 위한 바람직한 정책방향을 제시하고자 지역혁신체제와 클러스터의 개념에 대한 이론적 고찰을 실시하였다. 이러한 이론적 고찰을 바탕으로 혁신 클러스터의 성공요인을 지역혁신체제 관점에서 제도적 수단, 물리적 수단, 사회적(인적) 수단으로 분류하였다. 연구사례로 경기도가 추진하고 있는 혁신 클러스터 정책에 대해 광교테크노밸리 산업혁신클러스터협의회, 판교테크노밸리를 중심으로 분석하였고, 이 중 최근 주목받고 있는 판교테크노밸리에 대한 설문조사를 실시하였다. 그 결과, 경기도의 혁신클러스터 정책이 융합형 제3세대 RIS로 진화하고 있으며, 중요한 정책요인은 '최신 경영 및 기술정보 취득 지원', '산학연 공동연구 및 기술협력 지원', '판교지원단의 기능 강화', '공동연구 장비 및 시설 인프라 지원', '법률, 금융, 투자, 행정 등 지원시설', '탁아 등 공공보육시설' 등인 것으로 나타났다. 본 연구는 이론적 차원에서 다뤄졌던 지역혁신체제의 핵심구성요인들에 대해 혁신클러스터 사례를 통해 실증적으로 검증함으로써 관련 정책 입안자들에 대해 정책 시사점을 제공해준다는 점에서 큰 함의를 제공할 수 있을 것으로 기대한다.

• 융합정보논문지
• /
• 제10권12호
• /
• pp.126-131
• /
• 2020

본 연구는 전라도 지역 시·군·구의 지역 유형 변화를 파악하기 위하여 응급실 환자들의 유출입 현황을 분석하였다. 2014-2018년의 국가응급진료정보망에서 전라도 지역의 자료를 추출하였고, 환자의 주소와 응급의료기관 주소를 활용하여 지역친화도(Relevance index, RI)와 지역환자구성비(Commitment index CI)를 계산하였다. 계산된 지표들을 적용하여 군집분석으로 지역유형을 분류하였고, 비모수적 방법인 크루스칼-왈리스 검정을 사용하여 지역유형에 대한 RI와 CI의 연도별 차이를 살펴보았다. RI와 CI를 활용한 군집분석 결과는 3개의 지역유형으로 구분되었고, 군집 1은 유출형, 군집 2는 유입형, 군집 3은 자체충족형으로 분류되었다. 각 군집(지역유형)에 대한 RI와 CI의 연도별 차이에서는 군집 2(유입형)와 군집 3(자체충족형)은 유의한 차이가 없었다. 군집 1(유출형)은 CI에서는 유의한 차이가 없었고, RI에서 2004년은 2017년과 2018년에 유의한 차이가 있었다. 이는 응급의료 집중화가 심해진 반면, 응급의료 환경이 개선되었다고 보기는 어려운 것으로 해석된다.

• Educational Technology International
• /
• 제19권1호
• /
• pp.153-173
• /
• 2018

The purpose of this study was to investigate teaching competence of faculty members based on TPACK which should be examined to ensure high quality in higher education. This study was conducted with a focus on TPACK, which integrate technology knowledge (TK), content knowledge (CK), and pedagogy knowledge (PK). Except insincere responses data from a total of 85 participants were used for data analysis in this study. K-mean cluster analysis method was used to examine how faculty members could be distinguished depending on TPACK type. Study results showed that there were three different types of faculty groups (well-balanced competence type, development required competence type, and lack of technology competence type). First, faculty members defined as well balanced competence type were more than the average level in TPACK. Second, faculty members belonged to development required competence type reported below the average level in TPACK. Thus, faculty members in this type were required to increase teaching competence. Finally, faculty members in lack of technology competence type were needed to enhance competence related to technology because their overall TK level was relatively low. This study examined what distinctive characteristics exited in each type depending on gender, teaching career, nationality, and age. Results from this study offered a basis for better understanding TPACK for enhancing teaching competence at the university level.

• Structural Monitoring and Maintenance
• /
• 제6권3호
• /
• pp.173-190
• /
• 2019

Steel-confined reinforced concrete (SCRC) columns feature highly complex and invisible mechanisms that make damage evaluation and pattern recognition difficult. In the present article, the prevailing acoustic emission (AE) technique was applied to monitor and evaluate the damage process of steel-confined RC columns in a quasi-static test. AE energy-based indicators, such as index of damage and relax ratio, were proposed to trace the damage progress and quantitatively evaluate the damage state. The fuzzy C-means algorithm successfully discriminated the AE data of different patterns, validity analysis guaranteed cluster accuracy, and principal component analysis simplified the datasets. A detailed statistical investigation on typical AE features was conducted to relate the clustered AE signals to micro mechanisms and the observed damage patterns, and differences between steel-confined and unconfined RC columns were compared and illustrated.

• 대한원격탐사학회:학술대회논문집
• /
• 대한원격탐사학회 2007년도 Proceedings of ISRS 2007
• /
• pp.591-593
• /
• 2007

This paper is to cluster the AMR (Automatic Meter Reading) data. The load survey system has been applied to record the power consumption of sampling the contract assortment in KEPRI AMR. The effect of the contract assortment change to the customer power consumption is determined by executing the clustering on the load survey results. We can supply the power to customer according to usage to the analysis cluster. The Korea a class of the electricity supply type is less than other country. Because of the Korea electricity markets exists one electricity provider. Need to further divide of electricity supply type for more efficient supply. We are found pattern that is different from supplied type to customer. Out experiment use the Clementine which data mining tools.

• 접착 및 계면
• /
• 제16권3호
• /
• pp.95-100
• /
• 2015

본 연구에서는 실리카, 산화아연, 아연이온이 코팅된 실리카가 carboxylic acid로 변성된 스티렌계 열가소성 엘라스토머(m-TPS) film의 마찰시 표면 파괴에 미치는 영향을 관찰하였다. 일반 실리카를 첨가한 m-TPS film은 실리카 입자간의 강한 filler-filler interaction에 의한 낮은 분산성 때문에 기계적 강도, 내마모성과 마찰시 표면 파괴가 저하되는 것으로 나타났다. 산화아연 또는 아연이온이 코팅된 실리카를 첨가한 m-TPS는 zinc ion과 carboxylic acid group 간의 ionic cluster 형성을 통하여 기계적 강도, 내마모성과 마찰 시 표면 파괴가 개선되었다. Zinc ion과 carboxylic acid group 간의 ionic cluster 형성은 $1550{\sim}1650cm^{-1}$의 zinc carboxylate group stretch 피크의 FT-IR 분석 결과로 확인하였다.