• 한국콘텐츠학회논문지
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• 제20권9호
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• pp.439-447
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• 2020

공공데이터는 공공기관이 전자적으로 생성 또는 취득하여 관리하고 있는 모든 정보와 전자화된 파일이다. 공공데이터는 인공지능, 스마트 시티 등 차세대 신산업을 견인하는 중요한 요소로 인식되고 있다. 한국은 공공데이터 개방과 관련된 국제 평가에서 연속적으로 높은 순위에 위치하고 있다. 그럼에도 불구하고 공공데이터의 활용과 산업적 영향은 미흡하다. 공공데이터의 활용이 미흡한 이유는 다양할 수 있지만, 데이터 품질은 지속적으로 논의되는 주요 이슈이다. 본 논문은 공공데이터 품질 평가를 위한 지표를 검토하고, 개방된 공공데이터를 대상으로 정량적 품질 평가를 수행한다. 특히, 공공데이터 관리지침을 기준으로 구축 및 개방된 개방표준 데이터의 품질을 진단하여 정부의 가이드라인이 적합한지 검토한다. 데이터 품질평가는 개방표준 데이터의 메타데이터와 데이터값을 포함하고, 완전성과 정확성 지표를 기준으로 검토한다. 데이터 분석결과를 바탕으로 품질 개선을 위한 정책적·기술적 방안을 제안한다.

• 한국환경과학회지
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• 제29권6호
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• pp.683-689
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• 2020

According to a NASA Goddard Institute for Space Studies report, temperatures have risen by approximately 1℃ so far, based on temperatures recorded in 1880. The 2003 heatwave in Europe affected approximately 35,000 people across Europe. In this study, a cooling fog, which is used in smart cities, was designed to efficiently reduce the temperature during a heatwave and its pilot test results were interpreted. A model experiment of the cooling fog was conducted using a chamber, in which nano mist spray instruments and spray nozzles were installed. The designed cooling fog chamber model showed a temperature reduction of up to 13.8℃ for artificial pavement and up to 8.0℃ for green surfaces. However, this model was limited by constant wind speed in the experiment. Moreover, if the cooling fog is used when the wind speed is more than 3m/s in the active green zone, the temperature reduction felt by humans is expected to be even greater. As a second study, the effect of cooling fog on temperature reduction was analyzed by installing a pilot test inside the Land Housing Institute (LHI). The data gathered in this research can be useful for the study of heat reduction techniques in urban areas.

• 한국인터넷방송통신학회논문지
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• 제16권5호
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• pp.99-104
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• 2016

최근 ICT를 접목한 건강 상태 및 운동량 측정 연구가 많이 진행되고 있다. 그러나 대부분의 현재 운동량이나 건강 정보를 수집하여 사용자에게 제공하고 있다. 이에 본 논문에서는 칼만 필터를 이용한 걷기 운동량 예측 서비스를 설계하고 구현한다. 이 서비스는 사용자에게 과거 운동 이력과 실시간 운동 데이터를 측정하여 제공하고, 더불어 운동동기를 부여하고 촉진하기 위해 미래의 걷기 운동 활동량을 예측한 데이터를 제공한다. 이 서비스를 통해 많은 사람들에게 자신의 걷기 운동 상황과 미래 운동량을 사전에 파악하여 걷기 운동 동기를 유발할 수 있어 걷기 운동 증강에 도움을 줄 수 있다.

• 산업경영시스템학회지
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• 제39권2호
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• pp.28-36
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• 2016

Recently, owing to the development of ICT industry and wide spread of smart phone, the number of people who use car sharing service are increased rapidly. Currently two-way car sharing system with same rental and return locations are mainly operated since this system can be easily implemented and maintained. Currently the demand of one-way car sharing service has increase explosively. But this system have several obstacle in operation, especially, vehicle stock imbalance issues which invoke vehicle relocation. Hence in this study, we present an optimization approach to depot location and relocation policy in one-way car sharing systems. At first, we modelled as mixed-integer programming models whose objective is to maximize the profits of a car sharing organization considering all the revenues and costs involved and several constraints of relocation policy. And to solve this problem efficiently, we proposed a new method based on particle swarm optimization, which is one of powerful meta-heuristic method. The practical usefulness of the approach is illustrated with a case study involving satellite cities in Seoul Metrolitan Area including several candidate area where this kind systems have not been installed yet and already operating area. Our proposed approach produced plausible solutions with rapid computational time and a little deviation from optimal solution obtained by CPLEX Optimizer. Also we can find that particle swarm optimization method can be used as efficient method with various constraints. Hence based on this results, we can grasp a clear insight into the impact of depot location and relocation policy schemes on the profitability of such systems.

• 디지털산업정보학회논문지
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• 제13권3호
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• pp.167-183
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• 2017

The objective of this paper is to investigate the effect of character traits of employees of consulting firm on job satisfaction through self-leadership and self-efficacy. The proposed model is based on big5 model of Coasta and McCrae(1992). To validate the proposed model, structural equation model is analyzed with the valid 140 questionnaires collected from Seoul and nearby cities by using Smart PLS 3.0. The results are as follows. First, extraversion has a positive effect on self-leadership, not on self-efficacy. Second, agreeableness has a positive effect on self-leadership, not on self-efficacy. Third, conscientiousness has a positive effect on both self-leadership and self-efficacy. Fourth, emotional stability does not have a positive effect on both self-leadership and self-efficacy. Fifth, openness to experience has a positive effect on both self-leadership and self-efficacy. Sixth, self-leadership has a positive effect on self-efficacy. Seventh, self-leadership has a positive effect on job satisfaction. Last, self-efficacy has a positive effect on job satisfaction. This research proves that, while the character of employees generally forms the meaningful relationship with self-leadership and self-efficacy, in some entries of Big 5 character elements it has still produced the different results with the previous researches, which betrays that the relationship between one's character and self-leadership and self-efficacy can differ according to the characteristic of jobs. It requires further study to prove how each of Big 5 elements differently effects on self-leadership and self-efficacy according to diverse characteristic of jobs.

• International Journal of Fuzzy Logic and Intelligent Systems
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• 제14권4호
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• pp.268-275
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• 2014

In future, hospitals are expected to automatically issue remote transcriptions. Many general hospitals are planning to encrypt their medical database to secure personal information as mandated by law. The electronic medical record system, picture archiving communication system, and the clinical data warehouse, amongst others, are the preferred targets for which stronger security is planned. In the near future, medical systems can be assumed to be automated and connected to remote locations, such as rural areas, and islands. Connecting patients who are in remote locations to medical complexes that are usually based in larger cities requires not only automatic processing, but also a certain amount of security in terms of medical data that is of a sensitive and critical nature. Unauthorized access to patients' transcription data could result in the data being modified, with possible lethal results. Hence, personal and sensitive data on telemedicine and medical information systems should be encrypted to protect patients from these risks. Login passwords, personal identification information, and biological information should similarly be protected in a systematic way. This paper proposes the use of electronic acupuncture with a built-in multi-pad, which has the advantage of being able to establish a patient's physical condition, while simultaneously treating the patient with acupuncture. This system implements a sensing pad, amplifier, a small signal drive circuit, and a digital signal processing system, while the use of a built-in fuzzy technique and a control algorithm have been proposed for performing analyses.

• 융합정보논문지
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• 제9권11호
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• pp.1-7
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• 2019

제주시는 원도심의 거주인구와 유동인구 모두가 줄어드는 원도심쇠퇴 현상이 나타나는 도시 중 하나이다. 제주시 원도심 쇠퇴는 1990년대 이후 본격화되고 있으며, 2000년대 들어 점점 심화되고 있는 실정이다. 이에 따라 제주시는 원도심의 역사문화자원을 활용한 도심관광 활성화 방법과 산업경제 영역 정비를 하여 원도심 상권 활성화 방안을 추진하고 있다. 본 논문에서는 제주시 원도심 공영관광지인 제주목관아에 증강현실기술을 이용하여 원도심 상권 활성화에 도움이 되는 방문객을 증가시키는 방법을 제안한다. 제주목관아를 소재로 한 증강현실 콘텐츠를 스마트폰기반으로 구현하고 시범운영을 하면서 효과를 분석하기 위한 설문조사를 수행한다. 설문조사는 온라인/오프라인을 통한 홍보를 통하여 제주목관아를 찾은 관람객 574명을 대상으로 자기기입 방식으로 수행한다. 설문조사 결과를 바탕으로 제안한 방법이 유동인구를 증가시킴으로써 원도심 상권 활성화에 효과적으로 사용될 수 있음을 보인다.

• 한국ITS학회 논문지
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• 제20권5호
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• pp.1-17
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• 2021

대부분의 도시철도 시스템은 승객의 탑승열차 및 탑승열차종을 정확히 알 수 없다. 다수의 선행연구에서는 교통카드데이터와 열차시각표를 매칭하여 탑승열차를 추정하였으나, 추정이 불가능한 승객 또한 다수 존재한다. 본 연구의 9호선 사례분석 결과 교통카드데이터-열차시각표 매칭만으로는 약 28% 승객의 탑승열차종을 추정할 수 없음을 확인할 수 있었다. 이에 교통카드데이터-열차시각표 매칭과 본 연구에서 정의한 통행시간 기반 혼합확률분포분석을 순차적으로 적용하여 급행운영 도시철도노선 승객의 탑승열차종을 추정하는 방법을 개발하였다. 분석 결과, 298개 OD pair에서 본 연구의 검증 기준을 만족하는 합리적인 급행이용/비이용 승객 분류기준점을 도출할 수 있었다.

• International journal of advanced smart convergence
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• 제8권3호
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• pp.151-160
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• 2019

Korea has the highest suicide rate among the OECD countries, and the suicide rate is highest among young adults in their 20s, most of whom are university students. Therefore, suicide among Korean university students is a public health issue that is of interest to us. The purpose of this study is to investigate the factors affecting the suicidal ideation of university students in Korea, and to use them as a basis to establish effective intervention for university suicide prevention through it. This was a cross-sectional descriptive study using convenience sampling method. The participants were 344 university students at universities in S and G cities. Data were collected with a structured questionnaire and analyzed using descriptive analysis, t-test, ANOVA, Pearson correlation coefficients, and hierarchical regression analysis using with the SPSS/Win 23.0 program. There was a significant correlation between depression (r=.45, p<.001), drinking alcohol (r=.14, p=.008), social support (r=-.26, p<.001), quality of life (r=-.46, p<.001), and suicidal ideation. In the first step of hierarchical regression analysis, satisfaction of school life (${\beta}=.198$, p<.001) was the significant factor influencing the suicidal ideation. Explanatory power was 25.2%. In the second step of the hierarchical regression analysis, absence of parents (${\beta}=-.095$, p=.044), depression (${\beta}=.247$, p<.001), quality of life (${\beta}=-.280$, p<.001), and explanatory power were increased to 42.0%. The results of the study indicate the need to actively identify the group of university students in their 20s with high risk of suicide through continuous evaluation of depression, and to improve the quality of life as a method of preventing suicide. In addition, the effect of absence of parents on the suicidal ideation among Korean university students suggests that parental support may play an important role in suicide prevention.

• 디지털융복합연구
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• 제17권1호
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• pp.229-237
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• 2019

본 연구의 목적은 대학생의 성인 불안정애착과 스마트폰중독의 관계에서 자아존중감의 매개효과를 검증하는데 있다. 본 연구에서는 서울을 포함한 4개 지역의 대학에 재학 중인 학부생들을 대상으로 2016년 3월부터 4월까지 애착유형, 스마트 폰 중독, 자아존중감 척도를 통해 설문조사를 실시하였다. 남녀 대학생 230명의 자료를 바탕으로 분석을 실시한 결과, 성인 불안정애착 중 애착불안은 스마트폰중독과 유의한 정적 상관을 그리고 자아존중감과는 유의한 부적 상관을 보였다. 애착회피는 자아존중감과만 유의한 부적 상관관계를 나타냈다. 자아존중감이 애착불안과 스마트폰중독 간의 관계를 매개하는 구조모형을 검증했을 때, 부분매개효과가 나타났다. 본 연구결과는 청년기 성인들을 대상으로 한 스마트폰 중독의 예방/치료에 적용될 수 있다.