• Title/Summary/Keyword: co occurrence

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A Systematic Literature Review on Smart Factory Research: Identifying Research Trends in Korean Academia (스마트공장에 관한 체계적 문헌 분석: 국내 학술 경향 연구)

  • Kim, Gibum;Lee, Jungwoo
    • Journal of Digital Convergence
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    • v.18 no.11
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    • pp.59-71
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    • 2020
  • The paper reports on a systematic literature review results concerning the smart factory research in Korea. 144 papers were identified from the articles published in Korean journals listed in the Korean citation index by keyword search related to smart factory. Bibliometric analyses were conducted by way of co-occurrence and network analysis using the VOSViewer. Automation, intelligence, and bigdata were identifed as three critical clusters of research while, operating systems, international policy and cases, concept analysis as other three clusters of research. Internet of Things turned out to be a key technology of smart factory linking all of these areas. Servitization studies were small in numbers but seemed to have a lot of potential. Security researches seemed to be lacking connections with other areas of studies. Results of this study can be used as a milestone for identifying future research issues in smart factories.

Social media big data analysis of Z-generation fashion (Z세대 패션에 대한 소셜미디어의 빅데이터 분석)

  • Sung, Kwang-Sook
    • Journal of the Korea Fashion and Costume Design Association
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    • v.22 no.3
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    • pp.49-61
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    • 2020
  • This study analyzed the social media accounts and performed a Big Data analysis of Z-generation fashion using Textom Text Mining Techniques program and Ucinet Big Data analysis program. The research results are as follows: First, as a result of keyword analysis on 67.646 Z-generation fashion social media posts over the last 5 years, 220,211 keywords were extracted. Among them, 67 major keywords were selected based on the frequency of co-occurrence being greater than more than 250 times. As the top keywords appearing over 1000 times, were the most influential as the number of nodes connected to 'Z generation' (29595 times) are overwhelmingly, and was followed by 'millennials'(18536 times), 'fashion'(17836 times), and 'generation'(13055 times), 'brand'(8325 times) and 'trend'(7310 times) Second, as a result of the analysis of Network Degree Centrality between the key keywords for the Z-generation, the number of nodes connected to the "Z-generation" (29595 times) is overwhelmingly large. Next, many 'millennial'(18536 times), 'fashion'(17836 times), 'generation'(13055 times), 'brand'(8325 times), 'trend'(7310 times), etc. appear. These texts are considered to be important factors in exploring the reaction of social media to the Z-generation. Third, through the analysis of CONCOR, text with the structural equivalence between major keywords for Gen Z fashion was rearranged and clustered. In addition, four clusters were derived by grouping through network semantic network visualization. Group 1 is 54 texts, 'Diverse Characteristics of Z-Generation Fashion Consumers', Group 2 is 7 Texts, 'Z-Generation's teenagers Fashion Powers', Group 3 is 8 Texts, 'Z-Generation's Celebrity Fashions' Interest and Fashion', Group 4 named 'Gucci', the most popular luxury fashion of the Z-generation as one text.

A Study on Behavior Characteristics and Triggering Rainfall of Debris Flow (토석류의 거동 특성 및 유발강우에 관한 연구)

  • Jang, Changbong;Choi, Youngnam;Yoo, Namjae
    • Journal of the Korean GEO-environmental Society
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    • v.18 no.1
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    • pp.13-21
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    • 2017
  • In this study, the behavior characteristics and triggering rainfall of debris flow were investigated on the basis of DB constructed by performing field investigation and collecting the rainfall data at the sites where debris flow occurred around the west of Gangwon and adjacent areas during the last 10 years. For hill slope and channelized type of debris flow, its behavior characteristic was analyzed through runout channel of debris flow divided into zone of initiation, transportation and deposition and its magnitude was estimated by considering erosion at zones of initiation and transportation. Some considerations related to establishment of landslide forecasting criterion were raised by comparing the analyzed results of analysis of rainfall at the time of debris-flow occurrence with the previous researches about the triggering rainfall of debris flow. In addition, an ID curve of inducing debris flow adequate to the investigated site was proposed and compared with results of previous study.

A study on the ordering of similarity measures with negative matches (음의 일치 빈도를 고려한 유사성 측도의 대소 관계 규명에 관한 연구)

  • Park, Hee Chang
    • Journal of the Korean Data and Information Science Society
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    • v.26 no.1
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    • pp.89-99
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    • 2015
  • The World Economic Forum and the Korean Ministry of Knowledge Economy have selected big data as one of the top 10 in core information technology. The key of big data is to analyze effectively the properties that do have data. Clustering analysis method of big data techniques is a method of assigning a set of objects into the clusters so that the objects in the same cluster are more similar to each other clusters. Similarity measures being used in the cluster analysis may be classified into various types depending on the nature of the data. In this paper, we studied upper and lower bounds for binary similarity measures with negative matches such as Russel and Rao measure, simple matching measure by Sokal and Michener, Rogers and Tanimoto measure, Sokal and Sneath measure, Hamann measure, and Baroni-Urbani and Buser mesures I, II. And the comparative studies with these measures were shown by real data and simulated experiment.

Bulging of Reinforced Retaining Walls (보강토옹벽의 배부름에 관한 실험적 연구)

  • Ju, Jae-Woo;Park, Jong-Beom;Na, Hyun-Ho
    • Journal of the Korean Geosynthetics Society
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    • v.10 no.2
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    • pp.45-53
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    • 2011
  • Recently reinforced retaining walls secure their position as a stabilized method of construction replacing concrete retaining walls gradually. However, in the event of using extensible reinforcement, a bulging phenomenon can be happened in the front of reinforced retaining walls. Bulging of reinforced retaining walls means a phenomenon that, in the height of an arbitrary block, the upper part and the lower part of the block don't secure a relative position in design. Therefore, it is judged that it has the necessity to be examined in design since reinforcement needs metamorphosis to some degree to display tensile force. Therefore, the study examined about how extensibility of reinforcement had an effect on movement of reinforced retaining walls through a small-scale model test with aluminum rods. The study used Changhoji(traditional korean paper made from mulberry bark) as inextensible reinforcement and membrane as extensible reinforcement. As the result of the test, rigidity of reinforcement had a lot of effects on displacement of reinforced retaining walls and generally occurrence point of the maximum horizontal displacement had a tendency transferring to the upper part of walls according to rigidity of reinforcement was increased.

Analysis of Articles Related STEAM Education using Network Text Analysis Method (네트워크 텍스트 분석법을 활용한 STEAM 교육의 연구 논문 분석)

  • Kim, Bang-Hee;Kim, Jinsoo
    • Journal of Korean Elementary Science Education
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    • v.33 no.4
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    • pp.674-682
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    • 2014
  • This study aims to analyze STEAM-related articles and to look into the trend of research to present implications for research directions in the future. To achieve the research purpose, the researcher searched by key words, 'STEAM' and 'Convergence Education' through the RISS. Subjects of analysis were titles of 181 articles in journal articles and conference papers published from 2011 through 2013. Through an analysis of the frequency of the texts that appeared in the titles of the papers, key words were selected, the co-occurrence matrix of the key words was established, and using network maps, degree centrality and betweenness centrality, and structural equivalence, a network text analysis was carried out. For the analysis, KrKwic, KrTitle, UCINET and NetMiner Program were used, and the results were as follows: in the result of the text frequency analysis, the key words appeared in order of 'program', 'development', 'base' and 'application'. Through the network among the texts, a network built up with core hubs such as 'program', 'development', 'elementary' and 'application' was found, and in the degree centrality analysis, 'program', 'elementary', 'development' and 'science' comprised key issues at a relatively high value, which constituted the pivot of the network. As a result of the structural equivalence analysis, regarding the types of their respective relations, it was analyzed that there was a similarity in four clusters such as the development of a program (1), analysis of effects (2) and the establishment of a theoretical base (1).

Characteristics of PAH Occurrence during Meat Cooking (육류가공식품의 조리방법에 따른 PAHs 발생 특성에 관한 연구)

  • Lee, Byung ho;An, Yu Jin;Park, Dong Yun;Byun, Gi Young;Kim, Kyoung Dong;Lee, Mi Lim;Seo, Jung Bum;Park, Eun Young;Park, Heung Jai
    • Journal of Environmental Science International
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    • v.25 no.11
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    • pp.1459-1466
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    • 2016
  • In this study, the concentrations of polycyclic aromatic hydrocarbons (PAHs) were investigated in meat process food and for cooking methods (pan-frying and charcoal fire). The methodology involved liquid-liquid extraction, silica gel cartridge clean-up and determination by gas chromatography/mass spectrometry (GC/MS). The recovery of 17 PAHs spiked into these samples ranged from 66.6 % to 98.0% and the coefficient of variation was less than 10%, but that of dibenz(a,h)anthracene was 16.39%. The mean concentration of total PAHs in processed samples was ND~7.2 ng/g, whereas that pan-fried and charcoal-fired samples were ND~22.1 ng/g and, 12.7~367.8 ng/g, respectively. Therefore, the concentrations of total PAHs in cooked samples were higher than in original samples and charcoal-fired samples had the highest total PAH levels.

Flow and Combustion Characteristic in an Array of Multiple Pre-Mixed Methane/Air Flame Jets (메탄/공기 다중 제트 예혼합 화염에서의 유동과 연소특성)

  • Kim, Young-Su;Lee, Dae-Rae;Ha, Man-Yeong;Chang, Young-June;Jeon, Chung-Hwan;Cho, Seung-Wan;Kang, Kil-Young;Yu, Jae-Hyun
    • Transactions of the Korean Society of Mechanical Engineers B
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    • v.31 no.6 s.261
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    • pp.547-557
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    • 2007
  • This study was conducted to investigate the flow and combustion characteristic of the experimental burner which was manufactured for the reflection of the oven and broil burner features. As slot shape, spacing between slots, and slot arrangement of the exit area which emits the mixing gas are different in case of oven burners and broil turners, the purpose of this study is to know the affection of the flame interaction and combustion characteristic according to the change of shape factors such as slot shape, slot arrangement, and slot-to-slot spacing. With no relation of the slot shape, as the spacing between slots became narrow, the occurrence of a lift-flame was delayed. So the combustion was possible in the leaner region, but the appearance of yellow-tip became a little fast. Slit slot port had the broadest operating range among the other slot shapes. Specially, from the side of lift-flame, as the jet that spreads downstream in the longitudinal slot was nearly circular just a few slot lengths away from the orifice, slot-to-slot spacing of the Slit port was closer than the other ports. These results could be expected through the computer numerical method and had a good agreement. As the spacing between slots increased, in case of Slit and Mix port, NOx emission rate was constant or decreased, but the NOx emission of Hole port was increased. CO emission rate of Slit and Hole port was increased as the slot-to-slot spacing was broadened.

A Study How to Decide the Priority on choosing between National Health Insurance and Automobile Insurance In Korea -Focused on medical expenses of the Insured's own bodily Injury Coverage- (건강보험과 자동차보험의 선택적 우선적용에 대한 고찰 -경과실 자기신체피해 교통사고를 중심으로-)

  • Song, Ki-Min;Choi, Ho-Young;Kim, Jin-Hyun
    • The Korean Society of Law and Medicine
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    • v.10 no.2
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    • pp.287-307
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    • 2009
  • A person is injured in car accident caused by his/her slight negligence except he / she causes accident by his / her willfulness or gross negligence. Because the National Health Insurance Corporation (hereinafter called "Corporation") shall not provide any insurance benefit "when he has intentionally or through gross negligence caused a criminal conduct or intentionally contributed to the occurrence of an accident" referred to in Article 48 (1) 1 of the National Health Insurance Act. So, if he / she is insured by his / her own bodily injury coverage, he / she can be compensated for his / her medical expenses. The injured have the rights to file either National Health Insurance claim and Automobile Insurance claim but there is no clear and definite adjustment clause. The claim disputes between National Health Insurance (hereinafter called "NHI") and Automobile Insurance (hereinafter called "AI") in the own bodily injury coverage makes some problems. Firstly, there are some differences in co-payments which he / she chooses between NHI and AI. Profit per a patient is higher in the NHI than in the AI. Secondly, it can provoke criticism that people shall unnecessarily pay double contributions. Lastly, it can raise moral hazards. For example, if he / she can cover the compensations when the insured receives the compensations from his / her insurer, the Corporation can be claimed by medical care institution payment of the health care benefit costs. In conclusion, first of all, to improve the national health and preserve the insured's rights the Corporation shall keep notice these facts.

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Coexisting JAK2V617F and CALR Exon 9 Mutations in Myeloproliferative Neoplasms - Do They Designate a New Subtype?

  • Ahmed, Rifat Zubair;Rashid, Munazza;Ahmed, Nuzhat;Nadeem, Muhammad;Shamsi, Tahir Sultan
    • Asian Pacific Journal of Cancer Prevention
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    • v.17 no.3
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    • pp.923-926
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    • 2016
  • The classic BCR-ABL1-negative myeloproliferative neoplasm is an operational sub-category of MPNs that includes polycythemia vera (PV), essential thrombocythemia (ET), and primary myelofibrosis (PMF). The JAK2V617F mutation is found in ~ 95% of PV and 50-60% of ET or PMF. In most of the remaining JAK2V617F-negative PV cases, JAK2 exon 12 mutations are present. Amongst the JAK2V617F-negative ET or PMF 5-10% of patients carry mutations in the MPL gene. Prior to 2013, there was no specific molecular marker described in the remaining 30-40% ET and PMF. In December 2013, two research groups independently reported mutations in the gene CALR found specifically in ET (67-71%) and PMF (56-88%) but not in PV. Initially CALR mutations were reported mutually exclusive with JAK2 or MPL. However, co-occurrence of CALR mutations with JAK2V617F has been reported recently in a few MPN cases. Many studies have reported important diagnostic and prognostic significance of CALR mutations in ET and PMF patients and CALR mutation screening has been proposed to be incorporated into WHO diagnostic criteria for MPN. It is suggestive in diagnostic workup of MPN that CALR mutations should not be studied in MPN patients who carry JAK2 or MPL mutations. However JAK2V617F and CALR positive patients might have a different phenotype and clinical course, distinct from the JAK2-positive or CALR-positive subgroups and identification of the true frequency of these patients may be an important factor for defining the prognosis, risk factors and outcomes for MPN patients.