• 한국측량학회지
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• 제32권6호
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• pp.651-659
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• 2014

With the popularization of big data environment, big data have been highlighted as a key information strategy to establish national spatial data infrastructure for a scientific land policy and the extension of the creative economy. Especially interesting from our point of view is the cadastral information is a core national information source that forms the basis of spatial information that leads to people's daily life including the production and consumption of information related to real estate. The purpose of our paper is to suggest the scheme of big data analytics with respect to the articles of cadastral resurvey project in order to approach cadastral information in terms of spatial data integration. As specific research method, the TM (Text Mining) package from R was used to read various formats of news reports as texts, and nouns were extracted by using the KoNLP package. That is, we searched the main keywords regarding cadastral resurvey, performing extraction of compound noun and data mining analysis. And visualization of the results was presented. In addition, new reports related to cadastral resurvey between 2012 and 2014 were searched in newspapers, and nouns were extracted from the searched data for the data mining analysis of cadastral information. Furthermore, the approval rating, reliability, and improvement of rules were presented through correlation analyses among the extracted compound nouns. As a result of the correlation analysis among the most frequently used ones of the extracted nouns, five groups of data consisting of 133 keywords were generated. The most frequently appeared words were "cadastral resurvey," "civil complaint," "dispute," "cadastral survey," "lawsuit," "settlement," "mediation," "discrepant land," and "parcel." In Conclusions, the cadastral resurvey performed in some local governments has been proceeding smoothly as positive results. On the other hands, disputes from owner of land have been provoking a stream of complaints from parcel surveying for the cadastral resurvey. Through such keyword analysis, various public opinion and the types of civil complaints related to the cadastral resurvey project can be identified to prevent them through pre-emptive responses for direct call centre on the cadastral surveying, Electronic civil service and customer counseling, and high quality services about cadastral information can be provided. This study, therefore, provides a stepping stones for developing an account of big data analytics which is able to comprehensively examine and visualize a variety of news report and opinions in cadastral resurvey project promotion. Henceforth, this will contribute to establish the foundation for a framework of the information utilization, enabling scientific decision making with speediness and correctness.

• 한국치위생학회지
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• 제5권1호
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• pp.39-51
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• 2005

This study was conducted to investigate the dental health and physical & psychological health status of the aged. The subjects were 61 old persons, women who were over 65, living at Sahagu in Pusan. The data for this study were collected by using direct interviewing method from October 22th, 2004. The data were analysed by using a computerized program named statistical package for social science including frequency, percentage, ANOVA. The results of the study were summarized as follows: 1. The dental status and the use of dental care institute 1) In status of denture use, it was found to be no denture(45.2%), full denture(35.5%), partial denture(19.4%). 2) In the questionaire of "when did you go to the dental care institute recently?", it was found to be uncertain(41.9%), less than one year(38.8%), 2~3years(16.1%), 1~2years(3.2%). 3) In the questionaire of "what type of the dental care institute did you use?", it was found to be in the dental clinic(80.6%), others(9.7%), dental hospital(6.5%), department of dentistry in general hospital(3.2%). 4) In the questionaire of "why did you select the dental care institute?", it was found to be in the nearly distance(80.6%), relative advice(16.1%), advertisement(3.2%). 5) In the questionaire of "how did you go to the dental care institute?", it was found to be walking(71.0%), bus & subway(22.6%), car(3.2%) and others(3.2%). 6) In the questionaire of "how long did it take to the dental care institute?", it was found to be 10~30min(48.4%), less than 10min(38.7%), 30min~1h(6.5%), 1~2h(3.2%), more than 2h(3.2%). 7) In the questionaire of "what kind of dental care did you take?", it was found to be denture making(45.2%), extraction of tooth, dental surgery, general exam(12.9%), caries(9.7%), denture repair(6.5%), others(3.2%). 8) In the questionaire of "how much did you pay for dental care recently?", it was found to be less than 5,000won(35.5%), 20,000~100,000won(19.4%), 1~3million won(16.1%), 5,000~20,000won, 100,000~300,000won, 500,000~1million won, more than 3million(6.5%), 300,000~500,000won(3.2%). 9) Average score of the subject's physical health status was 4.11 and psychological health status, 4.01 in a 5 point Likert scale. 10) The physical and psychological health status showed the significant differences according to the frequency of eating snack(pE0.05) and snack type(pE0.01). Above findings suggest that geriatric oral health program is necessary in improving the dental health & health status of the aged.

• 한국식품저장유통학회지
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• 제19권5호
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• pp.639-644
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• 2012

본 실험은 형광분광법을 이용하여 분말화된 대두의 산패도를 유지의 추출과정 없이 직접 측정하는 방법을 확립하기 위해 실시하였다. FST와, TBA test, 산가 측정법을 이용하여 $25^{\circ}C$와 $90^{\circ}C$에서 20일 동안 저장하면서 산패도에 따라 값을 비교하였다. $25^{\circ}C$에서 저장 기간 중의 산패도는 변화가 없음을 알 수 있었다. 모든 측정치들은 초기값에 비해 20일 후의 값이 크게 차이 없이 일정한 것을 알 수 있었다. 반면 $90^{\circ}C$에서는 FST의 경우 8일에서 11일 사이에 FI값이 크게 증가하는 경향을 보인 후 일정하게 값이 증가하는 경향을 볼 수 있었는데 TBA test에서는 0일에서 꾸준하게 증가하던 값이 다시 감소하는 것을 보였으며 이는 oleic acid와 linoleic acid의 함량이 높은 대두의 특징이라 할 수 있다. 본 연구에서 실험한 시료의 경우 산가는 FST와 같은 경향을 보여주었다. 본 연구의 중요한 결과는 FST를 이용하여 대두의 산패를 분말상에서 직접 측정하는 법을 확립한 것이며 이는 일반적으로 사용되는 TBA test와 산가를 이용한 직접측정법에 비해 측정시간이 빠르며 추출과정에 의한 오차를 최소화 할 수 있음을 보여주었다.

• 한국태양에너지학회 논문집
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• 제35권2호
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• pp.73-83
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• 2015

When it comes to these buildings for business use, cooling load during summertime was reported to have great importance which, as a result, impressively increased interest in Solar Heat Gain Coefficient (SHGC). Such SHGC is considered to be lowered with the help of colors and functions of glass itself, internal shading devices, insulation films and others but basically, these external shading devices for initial blocking that would not allow solar heat to come in from outside the buildings are determined to be most effective. Of many different external shading devices, this thesis conducted an analysis on Exterior Venetian Blind. As for vertical shading devices, previous researches already calculated SHGC conveniently using concepts of sky-opening ratios. However in terms of the Venetian Blind, such correlation is not possibly applied. In light of that, in order to extract a valid correlation, this study first introduced a concept called shape factor, which would use the breadth and a space of a shade, before carrying out the analysis. As a consequence, the concept helped this study to find a very similar correlation. Results of the analysis are summarized as follows. (1) Regarding SHGC depending on the surface reflectance of a shade, an average of 2% error is observed and yet, the figure can always be ignored when it comes to a simple calculation. (2) As for SHGC of each bearing, this study noticed deviations of 4% or less and in the end, it is confirmed that extraction can be achieved with no more than one correlation formula. (3) When only the shape factor and nothing else is used for finding a correlation formula, the formula with a deviation of approximately 5% or less is what one would expect. (4) Since the study observed slight differences in bearings depending on ranges of the shape factors, it needed to extract a weighted value of each bearing, and learned that the smaller the shape factor, the wider the range of a weighted value. The study now suggests that a follow-up research to extract a simple calculation formula by dealing with all these various inclined angles of shade, solar radiation conditions of each region (the ratio of diffuse radiation to direct radiation and others) as well as seasonal features should be carried out.

• 한국육종학회지
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• 제40권4호
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• pp.387-393
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• 2008

Ds 삽입변이체로 부터 5,400개의 FST를 분석한 결과, intragenic FST가 48.1%로 2,597개, intergenic FST가 25.6%로 1,383개였으며 hot spot을 포함한 origin insertional sequence는 1,350개로 25%로 나타났다. Intragenic FST로서 선발된 2,597개를 이용하여 Ds와의 유전자형을 분석한 결과 53.6%인 1,393개가 heterozygous 혹은 homozygous 계통으로 나타났으며 이들에 대한 염색체상의 분포도는 3번 염색체에서 422 계통으로 가장 많은 분포도를 보여주었고 다른 염색체는 56 계통에서 157 계통 범위 내에 포함되었다. 1차적으로 유전자형 분석이 끝난 1,393개의 유전자들 중에서 expressed protein 등 알려지지 않은 것은 40.6%로 566개였으며 TIGR DB에서 염기서열의 유사성 검색을 통해 유전자의 명칭이 알려진 것은 59.4%인 827개로 나타났다.

• 지능정보연구
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• 제23권4호
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• pp.111-126
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• 2017

연관 상품 추천은 수많은 상품을 다루는 온라인 상거래에서 소비자의 상품 탐색 시간을 줄여주며 판매자의 매출 증대에 크게 기여한다. 이는 주문과 같은 거래의 빈도를 기반으로 생성되므로, 통계적으로 판매 확률이 높은 상품을 효과적으로 선별할 수 있다. 하지만, 판매 가능성이 높은 경우라도 신상품처럼 판매 초기에 거래 건수가 충분하지 않은 상품은 추천에서 누락될 수 있다. 연관 추천에서 누락된 상품은 이로 인해 노출 기회를 잃게 되고, 이는 거래 건수 감소로 이어져, 또 다시 추천 기회를 잃는 악순환을 겪을 수도 한다. 따라서, 충분한 거래 건수가 쌓이기 전까지 초기 매출은 일정 기간 동안 정체되는 현상을 보이는데, 의류 등과 같이 유행에 민감하거나 계절 변화에 영향을 많이 받는 상품은 이로 인해 매출에 큰 타격을 입을 수도 있다. 본 연구는 이와 같이 거래 초기의 낮은 거래 빈도로 인해 잘 드러나지 않는 상품 간의 잠재적인 연관성을 찾아 추천 기회를 확보할 수 있도록 연관 규칙을 확장하기 위한 목적으로 수행되었다. 두 상품 간에 직접적인 연관성이 나타나지 않더라도 다른 상품을 매개로 두 상품 간의 잠재적 연관성을 예측할 수 있을 것이며, 이런 연관성은 주문에서 나타나는 상품 간 상호작용으로 표현될 수 있으므로, 사회연결망 분석을 활용한 분석을 시도하였다. 사회연결망 분석기법을 통해 각 상품의 속성과 두 상품 간 경로의 특성을 추출하고 회귀분석을 실시하여, 두 상품 간 경로의 최단 거리 및 경로의 개수, 각 상품이 얼마나 많은 상품과 연관성을 갖는지, 두 상품의 분류 카테고리가 어느 정도 일치하는지가 두 상품 간의 잠재적 연관성에 미친다는 것을 확인하였다. 모형의 성능을 평가하기 위해, 일정 기간의 주문 데이터로부터 연결망을 구성하고, 이후 10일 간 생성될 상품 간 연관성을 예측하는 실험을 진행하였다. 실험 결과는 모형을 적용하지 않는 경우보다 제안 모형을 활용할 때 훨씬 많은 연관성을 찾을 수 있음을 보여준다.

• Restorative Dentistry and Endodontics
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• 제27권5호
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• pp.463-472
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• 2002

Bacterial lipopolysaccharide (LPS) plays a major role in stimulating the synthesis and release of the principal osteoclast-activating cytokines, namely, interleukin 1 and tumor necrosis factor-$\alpha$ from immune cells. Although rnonocytes/macrophages are the main producers of these cytokines, recent evidence has indicated that polymorphonuclear leukocytes (PMN) have the ability to release IL-1 and TNF-$\alpha$. Calcium hydroxide has been shown to be an effective medicament in root canal infections, reducing the microbial titre within the canal. It has been proposed that the therapeutic effect of Ca(OH)$_2$ may also be the result of direct inactivation of LPS. The purpose of this study was to investigate whether treatment of Porphyromonas endodontalis LPS with calcium hydroxide alters its biological action as measured by human PMN secretion of IL-1 and TNF-$\alpha$, and it was compared with Escherichia coli LPS. P. endodontalis ATCC 35406 was cultured in anaerobic condition, and LPS was extracted using the hot-phenol water extraction method and purified. Purchased E. coli LPS was also purified. 100 $\mu\textrm{g}$/ml of each LPS in pyrogen free water were incubated with 25mg/ml Ca(OH)$_2$ at 37$^{\circ}C$ for 7 days. The supernatants were subjected to ultrafiltration, and the isolates were lyophilized and weighed. PMNs were obtained from peripheral blood by centrifugation layered over Lymphoprep. The cells were resuspended (4$\times$10$^6$ cells/ml) in RPMI 1640 followed by treatment with various concentrations of LPS (0, 0.1, 1, 10$\mu\textrm{g}$/ml) for 24 hours at 37$^{\circ}C$ in 5% $CO_2$ incubator. The supernatants of cells were collected and the levels of IL-1$\alpha$, IL=1$\beta$ and TNF-$\alpha$ were measured by enzyme-linked immunosorbent assay. The results were as follows ; 1. The levels of IL-1$\alpha$, IL-1$\beta$, TNF-$\alpha$ from PMN treated with each LPS were significantly higher than those released from unstimulated PMN of the control group (p<0.05). 2. The levels of all three cytokines released from PMN stimulated with each calcium hydroxide treated LPS were significantly lower than those released from PMN stimulated with each untreated LPS (p<0.05), while they were not significantly different from those released from unstimulated PMN of the control group (p>0.05) 3. The levels of secretion for all three cytokines were affected in a dose-dependent manner in PMN stimulated with each LPS (p<0.05), but not in PMN stimulated with each calcium hydroxide treated LPS (p>0.05). 4. The levels of all three cytokines released from PMN stimulated with p. endodontalis LPS were significantly lower than those released from PMN stimulated with E coli LPS (p<0.05).

• Maxillofacial Plastic and Reconstructive Surgery
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• 제28권5호
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• pp.375-395
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• 2006

Purpose: Lingual nerve (LN) damage may be caused by either tumor resection or injury such as wisdom tooth extraction, Although autologous nerve graft is sometimes used to repair the damaged nerve, it has the disadvantage of necessity of another operation for nerve harvesting. Moreover, the results of nerve grafting is not satisfactory. The nerve growth factor (NGF) is well-known to play a critical role in peripheral nerve regeneration and its local delivery to the injured nerve has been continuously tried to enhance nerve regeneration. However, its application has limitations like repeated administration due to short half life of 30 minutes and an in vivo delivery model must allow for direct and local delivery. The aim of this study was to construct a well-functioning $rhNGF-{\beta}$ adenovirus for the ultimate development of improved method to promote peripheral nerve regeneration with enhanced and extended secretion of hNGF from the injured nerve by injecting $rhNGF-{\beta}$ gene directly into crush-injured LN in rat model. Materials and Methods: $hNGF-{\beta}$ gene was prepared from fetal brain cDNA library and cloned into E1/E3 deleted adenoviral vector which contains green fluorescence protein (GFP) gene as a reporter. After large scale production and purification of $rhNGF-{\beta}$ adenovirus, transfection efficiency and its expression at various cells (primary cultured Schwann cells, HEK293 cells, Schwann cell lines, NIH3T3 and CRH cells) were evaluated by fluorescent microscopy, RT-PCR, ELISA, immunocytochemistry. Furthermore, the function of rhNGF-beta, which was secreted from various cells infected with $rhNGF-{\beta}$ adenovirus, was evaluated using neuritogenesis of PC-12 cells. For in vivo evaluation of efficacy of $rhNGF-{\beta}$ adenovirus, the LNs of 8-week old rats were exposed and crush-injured with a small hemostat for 10 seconds. After the injury, $rhNGF-{\beta}$ adenovirus($2{\mu}l,\;1.5{\times}10^{11}pfu$) or saline was administered into the crushed site in the experimental (n=24) and the control group (n=24), respectively. Sham operation of another group of rats (n=9) was performed without administration of either saline or adenovirus. The taste recovery and the change of fungiform papilla were studied at 1, 2, 3 and 4 weeks. Each of the 6 animals was tested with different solutions (0.1M NaCl, 0.1M sucrose, 0.01M QHCl, or 0.01M HCl) by two-bottle test paradigm and the number of papilla was counted using SEM picture of tongue dorsum. LN was explored at the same interval as taste study and evaluated electro-physiologically (peak voltage and nerve conduction velocity) and histomorphometrically (axon count, myelin thickness). Results: The recombinant adenovirus vector carrying $rhNGF-{\beta}$ was constructed and confirmed by restriction endonuclease analysis and DNA sequence analysis. GFP expression was observed in 90% of $rhNGF-{\beta}$ adenovirus infected cells compared with uninfected cells. Total mRNA isolated from $rhNGF-{\beta}$ adenovirus infected cells showed strong RT-PCR band, however uninfected or LacZ recombinant adenovirus infected cells did not. NGF quantification by ELISA showed a maximal release of $18865.4{\pm}310.9pg/ml$ NGF at the 4th day and stably continued till 14 days by $rhNGF-{\beta}$ adenovirus infected Schwann cells. PC-12 cells exposed to media with $rhNGF-{\beta}$ adenovirus infected Schwann cell revealed at the same level of neurite-extension as the commercial NGF did. $rhNGF-{\beta}$ adenovirus injected experimental groups in comparison to the control group exhibited different taste preference ratio. Salty, sweet and sour taste preference ratio were significantly different after 2 weeks from the beginning of the experiment, which were similar to the sham group, but not to the control group.

• 지능정보연구
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• 제25권3호
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• pp.179-200
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• 2019

구전(Word-of-Mouth) 활동은 오래 전부터 기업의 마케팅 과정에서 중요성을 인식하고 특히 마케팅 분야에서 많은 주목을 받아왔다. 최근에는 인터넷의 발달에 따라 온라인 뉴스, 온라인 커뮤니티 등에서 사람들이 지식과 정보를 주고 받는 방식이 다양해지면서 구전은 후기, 평점, 좋아요 등으로 입소문의 양상이 다각화되고 있다. 이러한 현상에 따라 구전에 관한 다양한 연구들이 선행되어왔으나, 이들을 종합적으로 분석한 메타 분석 연구는 부재하다. 본 연구는 학술 빅데이터를 활용해 구전 관련 연구동향을 알아내기 위해서 텍스트 마이닝 기법을 적용하여 주요 연구들을 추출하고 시기별로 연구들의 주요 쟁점을 파악하는 기법을 제안하였다. 이를 위해서 1941년부터 2018년까지 인용 데이터베이스인 Scopus에서 'Word-of-Mouth'라는 키워드로 검색되는 총 4389건의 문헌을 수집하였고, 영어 형태소 분석과 불용어 제거 등 전처리 과정을 통해 데이터를 정제하였다. 본 연구는 학문 분야의 발전 궤적을 추적하는 데 활용되는 주경로 분석기법을 적용해 구전과 관련된 핵심 연구들을 추출하여 연구동향을 거시적 관점에서 제시하였고, 단어동시출현 정보를 추출하여 키워드 간 네트워크를 구축하여 시기별로 구전과 관련된 연관어들이 어떻게 변화되었는지 살펴봄으로써 연구동향을 미시적 관점에서 제시하였다. 수집된 문헌 데이터를 기반으로 인용 네트워크를 구축하고 SPC 가중치를 적용하여 키루트 주경로를 추출한 결과 30개의 문헌으로 구성된 주경로가 추출되었고, 연관어 네트워크 분석을 통해서는 시기별로 온라인 시대, 관광 산업 등 다양한 산업군 등 산업 변화가 반영돼 시대적 변화와 더불어 발전하고 있는 학술적 영역의 변화를 확인할 수 있었다.