• 한국지리정보학회지
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• 제15권1호
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• pp.159-171
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• 2012

본 연구에서는 하천관리지리정보시스템(RIMGIS) 내 하천유지관리부분의 활용성 향상 및 하천유지관리업무의 선진화를 위하여 항공레이저측량(LiDAR)과 고해상 영상자료를 기반으로 한 동적으로 변화하는 하상자료 관리 및 하상변동 분석 등의 하천유지관리기술을 개발하였다. LiDAR 및 고해상도 영상 형식으로 제작된 하천의 정밀지형도를 이용하여 동적으로 변화하는 하천의 하상자료 및 제방자료를 정보화하여 RIMGIS DB를 구축하고, RIMGIS와 연계된 하천유지관리체계 구축 및 하상변동 영향을 최소화하는 모니터링 기술을 연구하였다. 또한, 하천 지형정보 및 유지관리정보 등을 가지고 있는 RIMGIS의 기능과 자료구조를 보완하여 하천의 실시간 유지관리가 가능하도록 개선하며, 하상정보와 하천단면정보를 제공하여 하천통수단면 확보 등 구조적 기법을 이용한 하천기능 유지가 가능하도록 RIMGIS 보완 기술을 개발하였다. 이는 기존의 2차원 선(線)기반으로 제공되는 한정된 하천정보 및 정확성이 결여된 자료제공의 문제를 보완하여 지속적인 RIMGIS 기능개선과 유지관리 작업이 가능하도록 지원하고, RIMGIS 내 하천유지관리부분의 활용성을 극대화할 수 있는 기반기술로 이용할 수 있을 것으로 기대된다.

• 한국IT서비스학회지
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• 제13권2호
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• pp.219-250
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• 2014

Corporations look for their competitiveness in many different areas, and one of them is customer call center, which provides professional, special service to the customers. The importance and the value of realization of customer satisfaction at each call center have become significant as it plays a leading role and is responsible for customer recreation and follow-up services. This study held in-depth interviews with 3 groups of professional call representatives (categorized by experience) from popular property and life insurance companies in Korea who operate in and outbound calls. Three variables, emotional quotient, organizational citizenship behavior (OCB), and IT utilization skill, were selected and it was observed how these variables affect the job performance of in and outbound call center representatives. The importance of the relationship between the variables and the key factors in the future direction of improvement of the call center representative organization was analyzed. Emotional quotient refers to the ability to recognize and use the emotion of oneself and others. It was considered it would be effective in enhancing the counseling ability of call center representatives, This study identifies the effect of emotional quotient on job performance and organizational citizenship behavior, which is defined as actions outside of normative roles in the organization. Also, the study aims to prove the effect of emotional quotient on the rapidly developing IT utilization ability in relation to job performance. As a result, it was found that service career (3 months, 3 years, 10 years) had a significant effect on the key factors that affect the organization-emotional quotient, IT utilization skill, and OCB. Especially for OCB, it was considered relatively less important to the new employees, while it greatly affected the job performance, rate of settlement, and sustainment of the working life for those with longer experience. Also, the result of the interview for each variable differed by the service career. Emotional quotient, IT utilization skill, and OCB were close connection for the representatives with longer experience than for those with shorter experience. And the level of intimacy of their relationship with job performance was in proportion to the years of service. Thus, to secure stability for the call center representatives and enhance their job performance continually, the importance of emotional quotient and IT utilization skill shall be reflected in the operation process actively. In particular, in order to lead a organization with outstanding culture, a management system shall apply OCB from the recruitment process.

• 정보교육학회논문지
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• 제25권4호
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• pp.591-601
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• 2021

본 연구는 고등학교 교사의 ICT 활용 리터러시 수준을 파악하고 ICT 활용의도와 관련된 요인을 파악하여 고등학교의 ICT 활용 수업 활성화 방안을 제안하는데 의의가 있다. 총 3,942명의 고등학교 교사들을 대상으로 ICT 활용 리터러시와 ICT 활용 수업 의도에 대한 설문조사를 진행하여 자료를 수집하였다. ICT 활용 리터러시의 요인은 어떻게 구성되어 있는지 확인하고, ICT 리터러시 수준과 ICT 활용 가치 인식, ICT 활용 환경 인식이 ICT 활용 의도에 미치는 영향을 확인하였다. 분석 결과, ICT 활용 의도에 영향을 미치는 변인은 ICT 활용 가치 인식, ICT 활용 리터러시의 정의적 영역, ICT 활용 리터러시의 심동적 영역, ICT 활용 리터러시의 인지적 영역, ICT 활용 환경 인식의 순으로 나타났다. 다만, ICT 활용 환경이 ICT 활용에 영향을 미친다는 선행연구의 결과와는 달리 본 연구에서는 ICT 활용 환경에 대한 인식이 ICT 활용에 유의미한 영향을 미치지 못하는 것으로 나타났다. 이는 지속적으로 실시된 교육정보화 사업으로 인해 시설이 갖추어졌다고 해석할 수 있으며 이를 유지하기 위해 ICT 활용 환경에 대한 지원이 지속되어야 한다. 더불어 교사들의 가치와 전반적인 ICT 활용 수업에 대한 인식을 향상시킬 수 있는 지원이 필요하다.

• 한국IT서비스학회지
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• 제21권3호
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• pp.27-42
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• 2022

Open Data is an essential resource for the data industry. 'Act On Promotion Of The Provision And Use Of Public Data', enacted on July 30, 2013, mandates public institutions to manage the quality of Open Data and provide it to the public. Via such a legislation, the legal basis for the public to Open Data is prepared. Furthermore, public institutions are prohibited from developing and providing open data services that are duplicated or similar to those of the private sector, and private start-ups using open data are supported. However, as the demand for Open Data gradually increases, the cases of refusal to provide or interruption of Open Data held by public institutions are also increasing. Accordingly, the 'Open Data Mediation Committee' is established and operated so that the right to use data can be rescued through a simple dispute mediation procedure rather than complicated administrative litigation. The main issues dealt with in dispute settlement so far are usually the rights of third parties, such as open data including personal information, private information such as trade secrets, and copyrights. Plus, non-open data cannot be provided without the consent of the information subject. Rather than processing non-open data into open data through de-identification processing, positive results can be expected if consent is provided through active rights processing of the personal information subject. Not only can the Public Mydata Service be used by the information subject, but Open Data applicants will also be able to secure higher quality Open Data, which will have a positive impact on fostering the private data industry. This study derives a plan to establish a rights processing platform to enhance the usability of Open Data, including private information such as personal information, trade secrets, and copyright, which have become an issue when providing Open Data since 2014. With that, the proposals in this study are expected to serve as a stepping stone to revitalize private start-ups through the use of wide Open Data and improve public convenience through Public MyData services of information subjects.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제7권6호
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• pp.1398-1417
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• 2013

A method is proposed to reduce excess resources from a virtual machine(VM) while avoiding subsequent migrations for a computer cluster that provides cloud service. The proposed scheme cuts down on the resources of a VM based on the probability that migration may occur after a reduction. First, it finds a VM that can be scaled down by analyzing the history of the resource usage. Then, the migration probability is calculated as a function of the VM resource usage trend and the trend error. Finally, the amount of resources needed to eliminate from an underutilized VM is determined such that the migration probability after the resource reduction is less than or equal to an acceptable migration probability. The acceptable migration probability, to be set by the cloud service provider, is a criterion to assign a weight to the resource reduction either to prevent VM migrations or to enhance VM utilization. The results of simulation show that the proposed scheme lowers migration frequency by 31.6~60.8% depending on the consistency of resource demand while losing VM utilization by 9.1~21.5% compared to other known approaches, such as the static and the prediction-based methods. It is also verified that the proposed scheme extends the elapsed time before the first occurrence of migration after resource reduction 1.1~2.3-fold. In addition, changes in migration frequency and VM utilization are analyzed with varying acceptable migration probabilities and the consistency of resource demand patterns. It is expected that the analysis results can help service providers choose a right value of the acceptable migration probability under various environments having different migration costs and operational costs.

• 한국정보전자통신기술학회논문지
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• 제17권4호
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• pp.213-220
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• 2024

본 논문에서는 WebAssembly(WASM)를 활용하여 디바이스와 엣지 클라우드 간의 Federated Learning을 수행하는 최적화 전략을 제안한다. 제안된 전략은 일부 학습을 디바이스에서 수행하고, 나머지 학습을 엣지 클라우드에서 수행하여 효율성을 극대화하는 것을 목표로 한다. 특히, GPU 메모리 세그먼트 간 데이터 이동과 연산 작업의 중첩을 최적화하여 전체 학습 시간을 줄이고 GPU 사용률을 향상시키는 방법을 수학적으로 설명하고 평가한다. 다양한 실험 시나리오를 통해 비동기 데이터 전송과 연산 중첩이 학습 시간을 단축하고 GPU 사용률을 향상시키며, 모델 정확도를 증가시킴을 확인하였다. 모든 최적화 기법을 적용한 시나리오에서 학습 시간이 47% 단축되었고, GPU 사용률은 91.2%로 향상 되었으며, 모델 정확도는 89.5%로 증가함을 확인하여 비동기 데이터 전송과 연산 중첩이 데이터 전송을 기다리는 GPU 유휴 시간을 줄이고, 병목 현상을 완화할 수 있음을 확인하였다. 본 연구는 향후 Federated Learning 시스템의 성능 최적화에 기여할 수 있을 것으로 사료된다.

• KSII Transactions on Internet and Information Systems (TIIS)
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• 제16권2호
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• pp.587-608
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• 2022

The European Union recently established the General Data Protection Regulation (GDPR) for secure data use and personal information protection. Inspired by this, South Korea revised their Personal Information Protection Act, the Act on Promotion of Information and Communications Network Utilization and Information Protection, and the Credit Information Use and Protection Act, collectively known as the "Three Data Bills," which prescribe safe personal information use based on pseudonymous data processing. Based on these bills, the personal data store (PDS) has received attention because it utilizes the MyData service, which actively manages and controls personal information based on the approval of individuals, and it practically ensures their rights to informational self-determination. Various types of PDS models have been developed by several countries (e.g., the US, Europe, and Japan) and global platform firms. The South Korean government has now initiated MyData service projects for personal information use in the financial field, focusing on personal credit information management. There is also a need to verify the efficacy of this service in diverse fields (e.g., medical). However, despite the increased attention, existing MyData models and frameworks do not satisfy security requirements of ensured traceability, transparency, and distributed authentication for personal information use. This study analyzes primary PDS models and compares them to an internationally standardized framework for personal information security with guidelines on MyData so that a proper PDS model can be proposed for South Korea.

• 한국콘텐츠학회논문지
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• 제11권7호
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• pp.259-274
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• 2011

이 연구는 2004년 KTX의 도입 이후 증가하고 있는 서울 지역 의료기관으로의 원거리 의료 이용 현상의 특성 및 그 영향 요인을 분석하였다. 설문조사를 통해 KTX로 서울지역 의료기관을 이용한 경험이 있는 203명에 대한 자료를 확보하여 이들을 대상으로 분석하였다. 분석 결과 최신 설비 및 의료장비의 보유 여부, 의료진의 수준 등이 원거리 의료 이용의 가장 중요한 이유로 나타났고, 질병 치료의 방문 목적, 40세 이상 연령, 전문대졸 이하 등의 요인이 서울지역 의료기관에서의 입원서비스 이용 가능성을 유의하게 높였다. 이는 지방 소재 상급종합병원의 중증질환 진료능력 제고와 이를 위한 정부 지원의 필요성, 그리고 의료 기관 인증 및 가감지급평가사업 결과 공시의 강화를 통한 합리적인 의료기관 선택 유도의 필요성을 시사한다.

• 대한한방내과학회지
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• 제38권3호
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• pp.336-352
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• 2017

Objective: This study investigated the perception, utilization, and satisfaction (in the general population), of the common cold treatment at the Korean Medical Clinic, to provide basic information for the development of Korean medicine clinical practice guidelines for the common cold. Method: A questionnaire was developed that consisted of questions about the general perception, utilization status, degree of satisfaction, willingness to use, and the improvement of the common cold treatment at the Korean Medical Clinic. An online survey was conducted using this questionnaire. Results: Three-hundred subjects responded to the survey. The results of the analysis were as follows. 1. 73.7% of the subjects recognized the common cold treatment at the Korean Medical Clinic. 2. 72% of the subjects had a positive perception of Korean medicine for common cold treatment. The major reason for the positive perception was the expectation about improving immunity and preventing recurrence. 3. Only 20% of the subjects had visited the Korean Medical Clinic for common cold treatment. The expensive cost was the major reason for not visiting the Korean Medical Clinic for common cold treatment. 4. The ratio of subjects who were willing to visit the Korean Medical Clinic for common cold treatment was 70%. 5. The expansion of health insurance coverage (67.7%), the activation of public relations (54.7%), and the development of a new herb medicine preparation that was easy to take (43.3%) were found to be necessary for improving the Korean medical service for common cold treatment. Conclusion: In spite of high recognition and positive perception, actual utilization of common cold treatment at the Korean Medical Clinic was relatively low. Multifaceted efforts are necessary to enhance the competitiveness of Korean medical service for treatment of the common cold.

• 정보처리학회논문지C
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• 제9C권6호
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• pp.893-902
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• 2002

MPLS(Multi-Protocol Label Switching)는 효율적인 명시적 라우팅(explicit routing)을 지원할 수 있어 트래픽 엔지니어링 가능성을 크게 향상시켰다. 본 논문에서는 이와 같은 MPLS를 이용하여, 좀 더 효율적으로 네트워크 자원을 활용하고 성능을 향상시키는 방안으로서 다중 경로 상에 부하를 분산시키는 방안을 제안하고 이를 LBM(Load Balancing in MPLS networks)이라 명명하였다. LBM은 하나의 진입-진출 라우터 쌍 간에 다중의 LSP(Label Switching Path)론 설정하고, 플로우 단위로 이들 다중의 LSP에 부하를 분산하되 경로의 길이와 부하를 함께 고려하여 부하를 분산한다. 또한, 링크의 효율적인 활용을 위하여 링크의 활용률이 커짐에 따라 더 짧은 경로에 의해서만 사용되도록 제한하고, 더 짧은 경로의 활용률이 커짐에 따라 더 길지만 활용률이 더 낮은 경로를 대체 경로(alternative path) 후보로 고려한다. 시뮬레이션을 통하여 최단 경로 방식 및 기존의 다중 경로를 사용하는 방식들과 성능을 비교한 결과 LBM의 성능이 우수하며, 특히 국부적으로 트래픽이 편중되는 경우 LBM이 효율적으로 대처할 수 있음을 알 수 있었다.