• 한국정보시스템학회지:정보시스템연구
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• 제29권2호
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• pp.287-306
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• 2020

Purpose Youth unemployment is a social problem that continues to emerge in Korea. In this study, we create a model that predicts the employment of college graduates using decision tree, random forest and artificial neural network among machine learning techniques and compare the performance between each model through prediction results. Design/methodology/approach In this study, the data processing was performed, including the acquisition of the college graduates' vocational path survey data first, then the selection of independent variables and setting up dependent variables. We use R to create decision tree, random forest, and artificial neural network models and predicted whether college graduates were employed through each model. And at the end, the performance of each model was compared and evaluated. Findings The results showed that the random forest model had the highest performance, and the artificial neural network model had a narrow difference in performance than the decision tree model. In the decision-making tree model, key nodes were selected as to whether they receive economic support from their families, major affiliates, the route of obtaining information for jobs at universities, the importance of working income when choosing jobs and the location of graduation universities. Identifying the importance of variables in the random forest model, whether they receive economic support from their families as important variables, majors, the route to obtaining job information, the degree of irritating feelings for a month, and the location of the graduating university were selected.

• 통상정보연구
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• 제12권2호
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• pp.59-83
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• 2010

The purposes of the study is to evaluate the discrepancy between user's expectation and satisfaction degree in the service of uTradeHub. In this regard, this study infers general solutions in order to induce the intersection area using IPA technique. Then this paper will present directions to improve the service of uTradeHub. In terms of methodology, this article disclosed that IPA model approach is greatly useful to evaluate user's attribute. First, variables like the link of different works(f1), trust of system(f4), information connection(f7) are located on the first quadrant. This means that importance and satisfaction are all high variables for user. So, this is very important variables that need continuous administration in order to maintain present state. Second, variables such as the speed of information acquisition(f2), improvement of use(f3), stability of system(f5) are located on the second quadrant. This means that user's importance is high but user's satisfaction is low. Therefore, this area needs an active improvement strategy and quick maintenance for e-Trade application. Third, variables like the appropriateness of information usage fees(f8), easy subscription(f9), customer support service(f10) are located on the third quadrant. Because these variables are all low for user's importance and satisfaction, we have to arrange strong and radical remedy for e-Trade service. Finally, variables like information offer(f6) are located on the fourth quadrant. This means that user's satisfaction is high but user's importance is low. The research result suggests that e-Trade service development would be re-organised as much as user feels the importance of process innovation.

• 국제학술발표논문집
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• The 8th International Conference on Construction Engineering and Project Management
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• pp.63-74
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• 2020

The assembly of modular construction requires a series of thoroughly-considered decisions for crane lifting including the crane model selection, crane location planning, and lift path planning. Traditionally, this decision-making process is empirical and time-consuming, requiring significant human inputs. Recently, research efforts have been dedicated to improving lift planning practices by leveraging cutting-edge technologies such as automated data acquisition, Building Information Modelling (BIM) and computational algorithms. It has been demonstrated that these technologies have advanced lift planning to some degree. However, the advancements tend to be fragmented and isolated. There are two hurdles prevented a systematic improvement of lift planning practices. First, the lack of formalized lift planning workflow, outlining the procedure and necessary information. Secondly, there is also an absence of a shared information environment, enabling storages, updates and the distribution of information to stakeholders in a timely manner. Thus, this paper aims to overcome the hurdles. The study starts with a literature review in combination with document analysis, enabling the initial workflow and information flow. These were contextualised through a series of interviews with Australian practitioners in the crane-related industry, and systematically analysed and schematically validated through an expert panel. Findings included formalized workflow and corresponding information exchanges in a traditional lift planning practice via a Business Process Model and Notation (BPMN). The traditional practice is thus reviewed to identify opportunities for further enhancements. Finally, a BIM-based lift planning workflow is proposed, which integrates the scattered technologies (e.g. BIM and computational algorithms) with the aim of supporting lift planning automation. The resulting framework is setting out procedures that need to be developed and the potential obstacles towards automated lift planning are identified.

• 한국정보통신학회논문지
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• 제7권1호
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• pp.149-157
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• 2003

최근 인터넷을 기반으로 한 정보기술의 발전은 정보처리 및 정보교환이 활발해 짐에 따라 인터넷 이용의 많은 부분이 전자화된 문서를 인터넷 메일을 통해 주고받고 있다. 이는 오픈 네트웍을 통해 전자문서를 보내고 송, 수신함에 있어 문서정보에 대한 안정성이 위협 받고 있다. 특히 중요문서를 주고받을 때는 그 위협 정도는 매우 높다. 따라서 본 연구에서는 이러한 전자 문서들을 안전하게 전송한 수 있도록 하는 클라이언트 메일 보안 시스템을 설계 구현하였다. 그러므로 전자문서 정보를 인터넷을 통해 전달할 때 발생 가능한 정보의 조작이나 변질, 도용으로부터 중요 문서정보를 보호하도록 공개키 기반 구조에서 안전한 전송을 위한 암호화된 메일 전송과 배달증명 그리고 메일메시지 무결성을 보장하도록 한다. 뿐만 아니라 윈도우즈용 GUI 인터페이스 환경에서 공개키를 기반으로 한 SET프로토콜을 이용하여 전문적인 지식이 없는 일반 사용자도 쉽게 사용할 수 있는 사용자 인터페이스와 공개키 암호화 알고리즘을 적용한 메일보안시스템을 개발하였다.

• 산업경영시스템학회지
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• 제40권3호
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• pp.49-58
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• 2017

The DQMS (Defence Quality Management System) is a certification system that manages participating companies to improve the quality of munitions. Since Korean Defense Specification (KDS) for DQMS certification that was established by adding military requirements based on the ISO quality standard, many companies complain that they should pay too much effort into the preparation process. However, it is hard to find helpful information on the preparation process because we have been only interested in the effect of DQMS acquisition. The purpose of this paper is to provide helpful information to companies preparing for DQMS certification. We surveyed the degree of difficulty and importance of the DQMS requirements from the companies with certification experience, and performed IDA (Importance-Difficulty analysis) by dividing the companies into the main contractor and the subcontractor. The result of IDA shows that there is a different recognition to the DQMS certification between main-contracting and sub-contracting companies. Subcontractor has more difficulties than main contractor in preparing the DQMS certification. In addition, we are able to identify the difficult and important requirements in the preparation process to the DQMS certification. Both main contractor and subcontractor have difficulty to the requirements related to configuration or validation such as 'customer controls configuration', 'configuration review shall be implemented' and 'design and development validation documentation.' The requirements related to customers are important to main contractor but the subcontractor regards difficult requirements as important ones. The result of this paper would be helpful to both the company preparing for DQMS and the munitions quality assurance agency.

• 문화기술의 융합
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• 제8권5호
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• pp.691-696
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• 2022

본 연구는 영어 능력 수준을 구별할 수 있는 어휘적 정교화 특징이 무엇인지를 자동화된 어휘 분석 프로그램인 TAALES를 활용하여 탐색하였다. 300명의 한국 대학생이 쓴 총 600개의 에세이가 ICNALE 코퍼스에서 추출되었고 SPSS 프로그램의 판별 분석이 수행되었다. 판별 분석 결과 한국 대학생을 상. 중. 하의 세 개의 영어 능력 수준으로 유의미하게 구분하는 어휘 특성은 SUBTLEXUS 코퍼스의 내용어 빈도, 내용어의 어휘 습득 연령, 기능어의 어휘 결정 반응 평균 시간, 상위어 동사로 나타났다. 영어 능력 수준이 높은 상 수준 학생은 SUBTLEXUS 코퍼스에 빈번하게 나오는 어휘는 많이 사용하지 않았고, 어휘 습득 연령이 높고 어휘 결정 과업에서 평균 반응시간이 길게 나타난 정교화된 어휘와 구체적인 동사를 많이 사용한 특징이 있다.

• 구강회복응용과학지
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• 제26권3호
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• pp.285-296
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• 2010

본 연구에서는 영상처리 기술을 활용한 치과용 로봇 조명장치를 개발하여 그 정확도를 측정하여 보고자 한다. 본 연구를 통해 개발된 치과용 로봇 조명장치는 환자의 얼굴을 카메라로 인식을 하여 구강의 위치를 찾아 로봇이 움직여 라이트를 비추게 하는 것으로서 모션 제어 부, 라이트 제어 부, 영상 처리부로 구성되어 있다. 카메라로 영상을 획득 후 동작변화 영상을 추출 한 다음 아다부스트 알고리즘(Adaboost algorithm)을 통해, 얼굴 검출에 필요한 특징을 추출하여 실시간으로 얼굴 영역을 검출하도록 하였다. 영상처리를 통한 환자 구강의 추출 실험 시 정면영상에서 높은 얼굴인식률을 나타냈고 얼굴영역이 인식이 되면, 안정적인 라이트 로봇 암(Light robot arm)의 제어가 가능했다.

• 한국산학기술학회논문지
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• 제16권3호
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• pp.2117-2122
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• 2015

한 장의 영상에 보다 많은 영상정보를 담기 위해서는 넓은 시야각이 필요하다. 넓은 시야각을 갖는 영상은 보안, 감시, 원격화상회의, 이동로봇 등의 산업분야에서 사용된다. 본 논문에서는 광각의 파노라마 영상을 획득하기 위해 쌍곡면 실린더형 반사체를 이용한 영상획득 방법을 제안한다. 일반적인 응용 예에서 수직화각 보다 수평화각이 중요하므로 수직방향으로는 평면거울과 같고, 수평방향으로 쌍곡선 형태를 갖는 실린더형 반사체를 설계하였다. 광학적 성능 분석을 위해 광선추적법을 통해 본 쌍곡면 실린더형 반사체 영상계의 영상획득 모델을 구하였으며, 쌍곡면 실린더형 반사체를 실제 제작하였고, 영상 실험을 통해 광각 영상획득 성능을 검증하였다. 제안하는 영상 시스템은 기존 방법에 비해 경제적이며, 별도의 영상처리 없이 수평화각 210도에 이르는 광각의 실시간 파노라마 영상을 획득할 수 있었다.

• 한국지리정보학회지
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• 제9권4호
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• pp.71-80
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• 2006

수제선의 안쪽인 육역의 경우는 각 역할에 따른 관리주체가 공간 활용 등의 목적으로 인하여 어느 정도 관리가 되고 있지만, 해역의 경우는 육역에 비하여 관리정도가 아주 미비한 실정이다. 하지만 국토공간의 지속적인 개발 관심과 더불어 해양공간의 확보 및 활용에 대한 관심이 높아지면서 해양에 대한 정보 및 환경에 대한 정보 요구도가 높아지고 있는 실정이다. 본 연구의 대상지인 부산은 다른 지역의 연안과는 달리 항만, 관광, 부두 등의 다양한 역할을 하고 있으며, 여러 가지의 환경적 요인을 가지고 있기 때문에 체계적인 관리가 필요하다. 하지만 광범위한 부산연안지역의 해양 오염도를 분석하기 위해서 주요지점 및 많은 지역에서의 데이터 획득이 중요한데 반하여 지속적으로 제공하는 부산연안의 데이터의 수는 한계가 있다. 따라서 본 연구에서는 연안 변화를 분석하기 위해 높은 정보 요구도에 의한 수치해도의 수요증대에 대비하여 수치해도를 이용하여 국립수산과학원에서 제공하는 부산연안의 17개 연안 정점 자료와의 결합을 통하여 속성 및 공간데이터를 구축하고, GIS의 공간통계분석기법을 이용하여 연안의 환경 현황과 연속성 파악을 위한 분석 기법과 효용방안에 대해 제시하고자 한다.

• 한국치위생학회지
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• 제9권3호
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• pp.282-293
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• 2009

The purpose of this study was to examine the degree of infection control implemented at dental offices and factors affecting it in an attempt to help promote the health of dental health care workers. The subjects in this study were 180 medical personnels who worked at dental offices in the region of South Jeolla Province. A self-administered survey was conducted from April 1 to May 30, 2008, and the collected data were analyzed. The findings of the study were as follows: 1. As for the implementation of infection control at the dental offices, what the health care workers investigated did the most was post-treatment hand washing(95.0), a constant separation of infectious wastes(94.4), wearing rubber gloves all the time during medical instrument cleansing(92.8) and pre-treatment hand washing(91.7). 2. In regard to the implementation of infection control at the dental offices, what the dental personnels did the least was drying their hands with air(5.0), wearing goggles in times of treatment(23.3), receiving regular education on infection control(26.7) and putting sterilizers to a performance test on a regular basis(43.9). 3. The dental health care workers were significantly different according to age in the management of contagious diseases(p=0.005). Their career made a significant difference to the management of contagious diseases(p=0.000) and instrument cleansing/sterilization(p=0.043). The service area made a significant difference to wearing and managing personal protective clothes (p=0.040) and waste management(p=0.040). 4. Concerning the relationship between the acquisition of dental hygienist certificate and the practice of infection control, whether the dental health care workers were certified or not made no significant difference to that. 5. As to the correlation among the factors affecting the prevention and management of contagious diseases, there was a positive correlation among hand washing(r=0.379), wearing and managing personal protective clothes(r=0.349), instrument cleansing/sterilization(r=0.323) and waste management(r=0.388). All the factors made a statistically significant difference to the prevention and management of contagious diseases(p<0.01).