• 해양환경안전학회지
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• 제25권7호
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• pp.867-873
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• 2019

2019년 8월을 기준으로 우리나라에서 소형선박의 범주에 포함될 수 있는 30톤 미만의 선박은 3,782척으로 전체 등록선박 8,890척 대비 42.5 %를 차지한다. 문제는 소형선박의 종사자들이 주로 외래어에서 기형적으로 파생된 비표준어를 많이 사용함으로써 선내 의사소통의 단절, 해기사 면허시험이나 해기 관련 교육수강 시 의사소통의 어려움을 겪는 등 많은 문제에 직면하고 있으며, 이는 소형선박 종사자들의 직무능력 저하로 이어지고 있다는 점이다. 이에 본 연구에서는 소형선박 종사자들의 사용용어를 면밀히 분석하고, 이를 바탕으로 표준화 방안을 제안하였다. 사용용어 분석을 위하여 해기사 면허시험의 기출용어, 소형선박 교육교재의 다빈도 용어를 식별하였고, 이에 해당하는 비표준어를 조사하였다. 조사된 내용을 토대로 전문가 회의를 개최하여, 주요 용어에 대한 잘못된 일본식표기, 영어표기, 표준어를 제시하여 어느 표기에 가장 친숙한지에 관해 설문을 시행하여 분석하였다. 설문 분석결과 항해 용어의 경우 비교적 표준어 사용의 비율이 높으나, 기관 용어의 경우 잘못된 일본식 표기를 더 많이 사용하고 있으며, 연령별, 톤수별 분석결과도 일본식 표기를 전반적으로 많이 사용하며, 영어식 표기의 사용빈도는 낮은 것으로 분석되었다. 이를 토대로 소형선박 종사자의 표준어 사용을 위한 단기 및 장기방안을 제안하였고, 이에는 소형선박 종사자들이 사용하는 용어에 대한 표준어사전의 제작, 표준어 사용에 대한 중요성 홍보, 교육기관을 통한 적극적인 교육, 외국인 선원들을 대상으로 하는 한국어교육에 대한 체계적인 준비 및 이행 등이 포함된다.

• Journal of Information Science Theory and Practice
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• 제3권1호
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• pp.6-23
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• 2015

This study develops an effective method for sentiment analysis of user-generated content on drug review websites, which has not been investigated extensively compared to other general domains, such as product reviews. A clause-level sentiment analysis algorithm is developed since each sentence can contain multiple clauses discussing multiple aspects of a drug. The method adopts a pure linguistic approach of computing the sentiment orientation (positive, negative, or neutral) of a clause from the prior sentiment scores assigned to words, taking into consideration the grammatical relations and semantic annotation (such as disorder terms) of words in the clause. Experiment results with 2,700 clauses show the effectiveness of the proposed approach, and it performed significantly better than the baseline approaches using a machine learning approach. Various challenging issues were identified and discussed through error analysis. The application of the proposed sentiment analysis approach will be useful not only for patients, but also for drug makers and clinicians to obtain valuable summaries of public opinion. Since sentiment analysis is domain specific, domain knowledge in drug reviews is incorporated into the sentiment analysis algorithm to provide more accurate analysis. In particular, MetaMap is used to map various health and medical terms (such as disease and drug names) to semantic types in the Unified Medical Language System (UMLS) Semantic Network.

• 한국식생활문화학회지
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• 제10권4호
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• pp.327-337
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• 1995

The purposes of this study were to: (a) identify college students' patronage behaviors, (b) develop an instrument measuring the attitudes of University Students towards university foodservices management practices, (c) determine university students' attitude towards the four types of university foodservices, and (d) provide recommendations on marketing strategies for university foodservice. Questionnaires were hand delivered to 600 Yonsei University students by designated coordinators. A total of 549 questionnaires were usable; resulting in an 93.3% response rate. The survey was conducted between November 28 to December 4, 1995. Statistical data analysis was completed using the SAS Programs for descriptive analysis, T-test, ${\chi}^2$ test, ANOVA, Factor Analysis and Stepwise Multiple Regression. Most (88.3%) of students were patronizing university foodservices for lunch. Underground student foodservice (40.1%) and Restaurants outside the campus (33.7%) were primarily used for lunch and dinner respectively. Eighty six percent of university students had 1 to 2 meals per day at university foodservices. The reasons given by students for patronizing university foodservices were as follows: location, time, price, menu, taste. Most of the respondents were least satisfied with hygiene, taste, menu and atmosphere. Data indicated strong support for eight priori dimensions in terms of food, menu, atmosphere, hygiene, employee attitude, facilities and convenience. After the factor analysis, price, fast service and foodservice location attributes were rearranged, combined and created a new dimension called as 'access'. Three dimensions in terms of menu, hygiene, convenience were important to students although performance was perceived as poor through importance-performance analysis. Most of students were not satisfied with all four types of university foodservices. In terms of food quality and price which university foodservices offer, most of respondents were moderately satisfied. According to multiple regression analysis, 93.31% of the variance respondents' satisfaction score could be explained by food, menu, price, atmosphere, hygiene, employee attitude, facilities, and convenience dimensions.

• Genes and Genomics
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• 제40권12호
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• pp.1331-1338
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• 2018

Although there have been plenty of dominance deviation analysis, few studies have dealt with multiple phenotypes. Because researchers focused on multiple phenotypes (final weight and backfat thickness) of Landrace pigs, the classification of the genes was possible. With genome-wide association studies (GWASs), we analyzed the additive and dominance effects of the single nucleotide polymorphisms (SNPs). The classification of the pig genes into four categories (overdominance in final weight, overdominance in backfat thickness and overdominance in final weight, underdominance in backfat thickness, etc.) can enable us not only to analyze each phenotype's dominant effects, but also to illustrate the gene ontology (GO) analysis with different aspects. We aimed to determine the additive and dominant effect in backfat thickness and final weight and performed GO analysis. Using additive model and dominance deviation analysis in GWASs, Landrace pigs' overdominant and underdominant SNP effects in final weight and backfat thickness were surveyed. Then through GO analysis, we investigated the genes that were classified in the GWASs. The major GO terms of the underdominant effects in final weight and overdominant effects in backfat thickness were ion transport with the SLC8A3, KCNJ16, P2RX7 and TRPC3 genes. Interestingly, the major GO terms in the underdominant effects in the final weight and the underdominant effects in the backfat thickness were the regulation of ion transport with the STAC, GCK, TRPC6, UBASH3B, CAMK2D, CACNG4 and SCN4B genes. These results demonstrate that ion transport and ion transport regulation genes have distinct dominant effects. Through GWASs using the mode of linear additive model and dominance deviation, overdominant effects and underdominant effects in backfat thickness was contrary to each other in GO terms (ion transport and ion transport regulation, respectively). Additionally, because ion transport and ion transport regulation genes are associative with adipose tissue accumulation, we could infer that these two groups of genes had to do with unique fat accumulation mechanisms in Landrace pigs.

• Restorative Dentistry and Endodontics
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• 제48권4호
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• pp.41.1-41.17
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• 2023

Objectives: This scientometric and bibliometric analysis explored scientific publications related to hydraulic calcium silicate-based (HCSB) sealers used in endodontology, aiming to describe basic bibliometric indicators and analyze current research trends. Materials and Methods: A comprehensive search was conducted in Web of Science and Scopus using specific HCSB sealer and general endodontic-related terms. Basic research parameters were collected, including publication year, authorship, countries, institutions, journals, level of evidence, study design and topic of interest, title terms, author keywords, citation counts, and density. Results: In total, 498 articles published in 136 journals were retrieved for the period 2008-2023. Brazil was the leading country, and the universities of Bologna in Italy and Sao Paolo in Brazil were represented equally as leading institutions. The most frequently occurring keywords were "calcium silicate," "root canal sealer MTA-Fillapex," and "biocompatibility," while title terms such as "calcium," "sealers," "root," "canal," "silicate based," and "endodontic" occurred most often. According to the thematic map analysis, "solubility" appeared as a basic theme of concentrated research interest, and "single-cone technique" was identified as an emerging, inadequately developed theme. The co-occurrence analysis revealed 4 major clusters centered on sealers' biological and physicochemical properties, obturation techniques, retreatability, and adhesion. Conclusions: This analysis presents bibliographic features and outlines changing trends in HCSB sealer research. The research output is dominated by basic science articles scrutinizing the biological and specific physicochemical properties of commonly used HCSB sealers. Future research needs to be guided by studies with a high level of evidence that utilize innovative, sophisticated technologies.

• 지적과 국토정보
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• 제47권1호
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• pp.53-79
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• 2017

본 연구의 주된 목적은 토픽 모델링(topic modeling)을 이용하여 트위터 상에서 스모그 리스크(smog risks)에 관한 대중 인식(public perceptions)을 측정하고 분류하는 것이다. 선행연구에 있어서 연구 갭(research gap)을 확인하기 위하여 본 연구는 스모그 리스크와 토픽 모델링에 대한 선행연구를 검토하였다. 그 결과 본 저자는 기존의 연구에서 상당한 연구 갭이 존재하고 있음을 확인하였으며, 이러한 연구 갭을 메우기 위해 다섯 개의 연구 질문을 설정하였다. 연구 질문들에 답을 구하기 위하여 본 연구는 10,000개의 트위터 자료를 추출하였고, 이에 대하여 워드 클라우드 분석(word cloud analysis), 상관분석, LDA를 이용한 토픽 모델링, 스트림그래프(stream graph), 위계적 집락분석(hierarchical cluster analysis)을 실시하였다. 분석 결과 자주 언급되는 단어들(the most frequent terms), 단어네트워크(terms network)의 형태, 상관관계의 유형, 스모그 관련 주제의 변동패턴에 있어서 뉴욕과 런던 사이에 큰 차이가 있음을 확인하였다. 그리하여 본 저자는 다섯 개의 연구 질문 중 네 개에 대하여 긍정적인 답을 구할 수 있었고, 이를 토대로 몇 가지 정책적 시사점을 제시하고, 향후 연구를 위한 제안들을 하였다.

• 한국전자통신학회논문지
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• 제14권2호
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• pp.369-376
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• 2019

본고에서는 제4차 산업혁명시대의 새로운 사이버보안 인텔리전스 서비스에 대응하는 지능형 정부 연구측면에서 바람직한 미래형 전자정부의 새로운 모습을 찾았다. 특히 제4차 산업혁명시대의 주요 특징인 중앙화 및 지능화의 측면에서 빅데이터 사이버보안기술에 주목하여 미래형 전자정부의 전략방안에 대해 고찰하였다. 연구결과 빅데이터를 활용한 보안분석기술이 적용되는 보다 고도화된 상관관계 분석을 통한 기존의 한계를 뛰어넘는 시스템 마련을 제시하였다. 제4차 산업혁명시대에 적합한 보안 정보 및 이벤트 관리 시스템 구축 측면에서 IT 시스템에서 발생하는 로그정보를 빅데이터 분석 기술을 적용해 보안 위협 여부를 선제적으로 탐지하는 인공지능과 같은 지능형의 고도화된 SIEM(Security Information & Event Management) 시스템 마련을 제안하였다. 제안된 시스템이 구현되면 제4차 산업혁명시대의 전자정부 보안에 있어 중앙화 및 집중화된 빅데이터 대상 확대, 증가된 데이터에 따른 처리속도 및 탐지 후의 대응까지 보다 지능화된 차원에서 선제적으로 기능할 수 있다.

• 한국의류학회지
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• 제33권8호
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• pp.1215-1226
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• 2009

This study classifies consumers according to apparel shopping values to find the differences of apparel attributes in accordance to shopping value segments between Korean and Chinese college students. College students from Seoul and Beijing participated in the study and a quota sampling method collected the data. Data from 504 questionnaires is used for the statistical analysis. A factor analysis through, Cronbach's alpha coefficient, ANOVA, and a post-hoc test are conducted. Two factors of apparel shopping values are classified (hedonic shopping values and utilitarian shopping values). Four segments of apparel shopping value were classified (hedonic shopping, low involvement shopping segment, high involvement shopping, and utilitarian shopping). Three factors of apparel attribute are classified (external attributes, internal/aesthetic attributes, and internal/quality attributes). The result indicate that high involvement shopping segments considered all the clothing attributes more importantly than the other three segments. Chinese respondents of hedonic shopping segments and high involvement shopping segments considered advertisements in terms of external attributes, assembly, and fit in terms of internal/quality performance attributes as more important than Koreans. Chinese respondents of low involvement shopping segments also considered assembly and fit in terms of internal/quality performance attributes as more important than Koreans. Korean respondents of utilitarian shopping segments had a special regard for design and color in terms of internal/aesthetic attributes but the Chinese had a special regard for assembly, fit, and ease of maintenance in terms of internal/quality performance attributes.

• 대한통합의학회지
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• 제10권4호
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• pp.137-143
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• 2022

Purpose : The purpose of this study was to evaluate the reliability analysis of the deep tendon reflex by using electromyography (EMG). Methods : The study was tested on 30 volunteers who are women in their 20s. Using an electronic reflective hammer of EMG, deep tendon reflex was measured on all subjects with the participation of three trained physical therapists as raters. First, the subjects were comfortably seated on a table with their knees bent at 90 °. The three raters tapped the electric hammer at intervals of 10 seconds to avoid habituation until a total of 10 compound muscle action potential records were collected. Intraclass correlation coefficients (ICCs) were calculated to assess the inter-rater reliability of the deep tendon reflex with the use of EMG. The items of analysis included amplitude (mV), latency (ms), duration (ms), and area (mV × ms) of the compound evoked potentials. Results : Based on the average records of 10 compound muscle action potential, excellent reliability (ICC: .912) was achieved in terms of area, and there was good reliability in terms of latency (ICC: .795) and duration (ICC: .800). In the shortest latency of the compound muscle action potential, good reliability was achieved in terms of amplitude (ICC: .865), duration (ICC: .781), and area (ICC: .832). In the amplitude of peak-to-peak of compound muscle action potential, excellent reliability was recorded in terms of amplitude (ICC: .924), and good reliability was recorded in terms of duration (ICC: .801) and area (ICC: .874). Conclusion : The findings in this study indicate that electromyography via an electric hammer is a reliable method of assessing and measuring deep tendon reflexes. Especially, it may be an excellent gauge in the area of average values of the compound muscle action potentials and the amplitude of peak-to-peak of compound muscle action potentials.

• BMB Reports
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• 제57권5호
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• pp.232-237
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• 2024

This study investigated how adipose tissue-derived mesenchymal stem cells (AT-MSCs) respond to chondrogenic induction using droplet-based single-cell RNA sequencing (scRNA-seq). We analyzed 37,219 high-quality transcripts from control cells and cells induced for 1 week (1W) and 2 weeks (2W). Four distinct cell clusters (0-3), undetectable by bulk analysis, exhibited varying proportions. Cluster 1 dominated in control and 1W cells, whereas clusters (3, 2, and 0) exclusively dominated in control, 1W, and 2W cells, respectively. Furthermore, heterogeneous chondrogenic markers expression within clusters emerged. Gene ontology (GO) enrichment analysis of differentially expressed genes unveiled cluster-specific variations in key biological processes (BP): (1) Cluster 1 exhibited up-regulation of GO-BP terms related to ribosome biogenesis and translational control, crucial for maintaining stem cell properties and homeostasis; (2) Additionally, cluster 1 showed up-regulation of GO-BP terms associated with mitochondrial oxidative metabolism; (3) Cluster 3 displayed up-regulation of GO-BP terms related to cell proliferation; (4) Clusters 0 and 2 demonstrated similar up-regulation of GO-BP terms linked to collagen fibril organization and supramolecular fiber organization. However, only cluster 0 showed a significant decrease in GO-BP terms related to ribosome production, implying a potential correlation between ribosome regulation and the differentiation stages of AT-MSCs. Overall, our findings highlight heterogeneous cell clusters with varying balances between proliferation and differentiation before, and after, chondrogenic stimulation. This provides enhanced insights into the single-cell dynamics of AT-MSCs during chondrogenic differentiation.