• 제목/요약/키워드: Quantitative Convergence Analysis

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전자발찌 착용 대상자의 자아존중감 향상을 위한 차문화치료 프로그램의 효과성 연구 -의 보호관찰 성범죄자를 대상으로- (Tea Culture Therapy Program for the Improvement of Self-Esteem of the Offenders Monitored by GPS System -Targeted on the Sex Offenders Probationers in -)

  • 김인숙
    • 디지털융복합연구
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    • 제13권6호
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    • pp.307-315
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    • 2015
  • 본 연구는 전자발찌 착용 성범죄자들의 웰니스의 기본인 자아존중감 향상이라는 연구 목적에 적합한 보호관찰과 차문화치료를 융복합한 프로그램을 개발하여 전자발찌 착용 성범죄자들에게 적용하여 그 효과성을 검증하고자 한다. 이를 위해 본 연구는 U시 보호관찰소 차문화치료 프로그램에 참여한 전자발찌 착용 성범죄자들에게 편안하고 따뜻한 차문화치료적 환경속에서 대접받고 존중받음으로 긍정적 자아감과 바람직한 대인관계를 활발히 하는 질적변화가 나타났다. 또한 프로그램 실시 전, 후에 전체 대상자의 자아존중감 척도를 측정한 결과, 전체 연구 대상자들의 자아존중감이 통계적으로 유의하게 향상되었다. 이는 기존의 인지행동적인 접금보다는 인간존중과 수용적인 인본주의적 접근의 차문화치료프로그램의 효과로 나타난 것이라고 할 수있다.

Best Combination of Binarization Methods for License Plate Character Segmentation

  • Yoon, Youngwoo;Ban, Kyu-Dae;Yoon, Hosub;Lee, Jaeyeon;Kim, Jaehong
    • ETRI Journal
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    • 제35권3호
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    • pp.491-500
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    • 2013
  • A connected component analysis from a binary image is a popular character segmentation method but occasionally fails to segment the characters owing to image noise and uneven illumination. A multimethod binarization scheme that incorporates two or more binary images is a novel solution, but selection of binarization methods has never been analyzed before. This paper reveals the best combination of binarization methods and parameters and presents an in-depth analysis of the multimethod binarization scheme for better character segmentation. We carry out an extensive quantitative evaluation, which shows a significant improvement over conventional single-method binarization methods. Experiment results of six binarization methods and their combinations with different test images are presented.

특허 키워드 분석을 활용한 기술인문융합 현황 분석 (Issues for Technology-Humanities Convergence : Patent Keyword Analysis)

  • 김지은;이성주
    • 대한산업공학회지
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    • 제42권3호
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    • pp.231-240
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    • 2016
  • As the limitation of the existing convergence is pointed out, technology-humanities convergence which highlights the enhancement of the quality of life of humans, is focused as a solution to facilitate sustainable technological innovation. Technology-humanities convergence has already occurred in various industries, of which a considerable number of successful cases can be noted. However, few efforts have been made to investigate technologyhumanities convergence as an independent academic field. Therefore, this paper aimed to identify the status of technology-humanities convergence. To do this, first, a definition of technology-humanities convergence was proposed. Second, based on Maslow's theory, the types of human needs and related key words were extracted. Third, patents related to human needs were collected from the United States Patent and Trademark Office (2000~2014). Fourth and last, the status of technology-humanities convergence was analyzed in terms of "convergence trends" and "convergence areas." This research is expected to promote more creative and human-centered performances of innovation as well as to support decision-making when the innovation strategy-as attempted by the quantitative analysis of technology-humanities convergence in the perspective of sustainable competitiveness-is established.

Quantitative Mass Spectrometric Analysis of Mixed Self-Assembled Monolayers for Biochips

  • Son, Jin Gyeong;Shon, Hyun Kyong;Hong, Daewha;Choi, Changrok;Han, Sang Woo;Choi, Insung S.;Lee, Tae Geol
    • 한국진공학회:학술대회논문집
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    • 한국진공학회 2013년도 제44회 동계 정기학술대회 초록집
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    • pp.275-275
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    • 2013
  • Formation and characterization of self-assembled monolayers (SAMs) on various surfaces are the essential basis for many other applications, including molecular switches, biosensors, microfluidics, and fundamental studies in surfaces and interfaces. To improve the performance at these applications, it is a key to control the quantity of each molecule in various mixed SAMs on the surface. In this study, using mixed SAM of carbamate-based hydroquinone (HQ)-PhBr and11-mercaptoundecanol, the quantitative mass spectrometric method of mixed SAM was developed based on comparison study with XPS and FT-IR methods. In addition, our method was applied to another mixed SAM of biotinylated PEG alkane thiol and 11-mercaptoundecanol for verification purpose. Time-of-flight secondary mass spectrometry (ToF-SIMS) analysis was performed to identify and quantify each molecule of mixed SAM along with principal component analysis (PCA). Since there is no matrix effect in the X-ray photoelectron spectroscopy (XPS) and Fourier transform-infrared (FT-IR) techniques, we compared ToF-SIMS results with XPS and FT-IR results. Because PCA results from ToF-SIMS analysis are well matched with XPS and FT-IR results from both mixed SAMs, we are expecting that our method will be useful to identify and quantify each molecule in various mixed SAMs.

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스마트융합 환경 하의 정보통신공사업 역량강화를 위한 정책우선순위 연구 (A Study of Priority of Policies for Strengthening Capability in the Information and Communication Work Business)

  • 곽정호;박상수;김정연
    • 한국IT서비스학회지
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    • 제14권3호
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    • pp.85-97
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    • 2015
  • The information and communications construction business has the characteristics of an infrastructure industry and responsibility for the construction and maintenance of all ICT infrastructures. With the recent proliferation of the smart convergence of various industries based on ICT infrastructure, the role of the information and communications construction business has been highlighted to accommodate the convergence and implementation environment in construction and medical industries. Therefore, this paper seeks policy measures to establish the new role of the information and communications business under the rapidly developing smart convergence environment and the priorities of policy measures to strengthen the capability of the information and communications business using a quantitative model. The analysis result suggests that the difference in importance of each policy measure should be considered in order to execute effectively the policy of promoting the information and communications construction business. Given the constraint of limited budget, policy priorities include the development of new markets, and establishment of incentive for new technology. This study is significant for its theoretical contribution, being the first quantitative approach to policy priorities for the promotion of information and communications construction business under the smart convertgence environment.

Technological Convergence of IT and BT: Evidence from Patent Analysis

  • Geum, Young-Jung;Kim, Chul-Hyun;Lee, Sung-Joo;Kim, Moon-Soo
    • ETRI Journal
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    • 제34권3호
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    • pp.439-449
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    • 2012
  • In recent innovation trends, one notable feature is the merging and overlapping of technologies: in other words, technological convergence. A key technological convergence is the fusion of biotechnology (BT) and information technology (IT). Major IT advances have led to innovative devices that allow us to advance BT. However, the lack of data on IT-BT convergence is a major impediment: relatively little research has analyzed the inter-disciplinary relationship of different industries. We propose a systematic approach to analyzing the technological convergence of BT and IT. Patent analysis, including citation and co-classification analyses, was adopted as a main method to measure the convergence intensity and coverage, and two portfolio matrices were developed to manage the technological convergence. The contribution of this paper is that it provides practical evidences for IT-BT convergence, based on quantitative data and systematic processes. This has managerial implications for each sector of IT and BT.

'빅데이터' 분석 기반 한국사 연구의 현황과 가능성: 디지털 역사학의 시작 (Conditions and potentials of Korean history research based on 'big data' analysis: the beginning of 'digital history')

  • 이상국
    • 응용통계연구
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    • 제29권6호
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    • pp.1007-1023
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    • 2016
  • 본 글은 역사학, 그 중에서 한국사 연구에서 활용 가능한 빅데이터 분석 방법론을 모색하고, 이를 활용한 '디지털 역사학'의 가능성을 검토하는 것을 목적으로 한다. 방대한 '한국사 빅데이터'를 활용한 한국사 연구를 위해서는 기존의 질적분석 방법론뿐만 아니라 양적분석 방법론이 모색되어야 한다. 이를 위해서는 다양한 학문 분야와의 학제 간 융합연구가 요청된다. 본 글에서는 '한국사 빅데이터'를 활용한 다양한 융합연구의 출현을 고대하면서, 학제 간 융합연구의 연구방법론을 제안하고, 이를 적용한 연구의 한 사례를 소개하였다. 즉, 문장의 의미를 분석하는 텍스트 분석방법으로 '한국사 빅데이터'에서 원하는 정보를 추출한다면, 양적분석 방법론의 단점으로 지적되는 '행간의 의미읽기의 부재'를 점차 보완해 갈 수 있을 것이다. 그리고 이러한 방법론으로 구축한 데이터베이스를 바탕으로 준지도 학습(Semi-Supervised Learning) 방법론을 적용할 경우, 사료가 충분하지 않은 전근대 한국사의 역사적 인물과 사건들을 분석하는데 유용하게 활용될 것으로 기대된다. 분석 결과를 직관적으로 보여주는 시각화를 통해서도 평면적 연구에서 찾아내지 못한 역사적 사실들을 밝혀낼 수 있을 것이다. 이제 '디지털 역사학'의 서막이 오른 것이다.

트위터 사용자들의 감성을 이용한 사회적 이슈 분석 (Social Issue Analysis Based on Sentiment of Twitter Users)

  • 김한나;정영섭
    • 융합정보논문지
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    • 제9권11호
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    • pp.81-91
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    • 2019
  • 대중들의 소통의 창구로 자리매김 하고 있는 소셜 네트워크 서비스(SNS)에 작성된 글은 감성을 많이 포함하고 있다는 특징을 갖고 있다. 그 중 트위터는 공개 Application Programming Interface(API)를 통한 데이터의 수집이 편리하다는 장점을 지니고 있다. 본 논문에서는 트위터 상에 표현된 사용자들의 감성 정보를 통해 사회적 이슈를 분석하고 마케팅 분야 활용 가능성을 제시한다. 이는 국민 또는 소비자의 의견과 반응을 필요로 하는 정부, 기업 등에 도움이 될 수 있다. 본 논문에서는 최근 사회적 이슈에 대한 트위터 텍스트 데이터를 긍정 또는 부정으로 분류하여 질적 분석을 제공하였고, 각 트윗의 좋아요 수, 리트윗 수 등에 대한 상관관계 분석을 통해 양적분석을 제공하였다. 질적 분석의 결과로 국민의 지지를 얻기 위해 관세정책을 홍보하고, 버즈 사용자에게는 기술적 편의를 제공할 것을 제안하였다. 양적 분석의 결과, 트위터 사용자들의 관심을 끌기 위해서는 긍정적인 트윗을 짧고 간단하게 작성해야 함을 밝혔다. 데이터의 수집 기간이 짧고, 단 두 가지의 키워드만을 분석하여 일반화 가능성이 떨어지는 한계를 가져 향후, 보다 긴 기간의 다양한 사회적 이슈를 분석할 예정이다.

A TMT-based quantitative proteomic analysis provides insights into the protein changes in the seeds of high- and low- protein content soybean cultivars

  • Min, Cheol Woo;Gupta, Ravi;Truong, Nguyen Van;Bae, Jin Woo;Ko, Jong Min;Lee, Byong Won;Kim, Sun Tae
    • Journal of Plant Biotechnology
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    • 제47권3호
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    • pp.209-217
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    • 2020
  • The presence of high amounts of seed storage proteins (SSPs) improves the overall quality of soybean seeds. However, these SSPs pose a major limitation due to their high abundance in soybean seeds. Although various technical advancements including mass-spectrometry and bioinformatics resources were reported, only limited information has been derived to date on soybean seeds at proteome level. Here, we applied a tandem mass tags (TMT)-based quantitative proteomic analysis to identify the significantly modulated proteins in the seeds of two soybean cultivars showing varying protein contents. This approach led to the identification of 5,678 proteins of which 13 and 1,133 proteins showed significant changes in Daewon (low-protein content cultivar) and Saedanbaek (high-protein content cultivar) respectively. Functional annotation revealed that proteins with increased abundance in Saedanbaek were mainly associated with the amino acid and protein metabolism involved in protein synthesis, folding, targeting, and degradation. Taken together, the results presented here provide a pipeline for soybean seed proteome analysis and contribute a better understanding of proteomic changes that may lead to alteration in the protein contents in soybean seeds.

Determinants of consumers' purchasing intention toward organic foods: A study in Danang city, Vietnam

  • NGUYEN, Tran Thuy An
    • 식품보건융합연구
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    • 제8권4호
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    • pp.1-10
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    • 2022
  • The term "Organic Food" is no longer strange to consumers around the world. Many people are concerned about their safety and health, so they have chosen this safe food. However, the decision to buy this product still faces some difficulties and challenges, such as the high price of organic products, short-time use, supply of products and so on. This study conducted an analysis to investigate the determinants of Danang City consumers' intention to purchase organic foods in Vietnam. The results show that, there are 6 influencing factors, including: subjective norm, food safety & health consciousness, consumer knowledge & environment consciousness, price of the product, availability product and trust in brands and certifications. The study uses a combination of 2 qualitative and quantitative methods. Qualitative methods are used through analysis, evaluation and synthesis of previous studies to build research models and scales for variables. Quantitative method with 250 samples applied SPSS 25.0 to test the scale by Cronbach's Alpha coefficients, to analyze the discovery factor EFA and regression analysis. The findings of the study provide useful information for consumers to buy organic foods and for marketers to increase sale of organic foods in Vietnam in general and Danang city in particular.