• The Journal of the Korea institute of electronic communication sciences
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• v.13 no.2
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• pp.397-404
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• 2018

As the usage of internet is increasing, a lot of user behavior are written in a log file and the researches and industries using the log files are getting activated recently. This paper uses the Hadoop based on open source distributed computing platform and proposes a customized tourism system by analyzing user behaviors in the log files. The proposed system uses Google Analytics to get user's log files from the website that users visit, and stores search terms extracted by MapReduce to HDFS. Also it gathers features about the sight-seeing places or cities which travelers want to tour from travel guide websites by Octopus application. It suggests the customized cities by matching the search terms and city features. NBP(next bit permutation) algorithm to rearrange the search terms and city features is used to increase the probability of matching. Some customized cities are suggested by analyzing log files for 39 users to show the performance of the proposed system.

• The Journal of The Korea Institute of Intelligent Transport Systems
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• v.20 no.5
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• pp.113-129
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• 2021

Recently, traffic congestion in the city is continuously increasing due to the expansion of the living area centered in the metropolitan area and the concentration of population in large cities. New road construction has become impossible due to the increase in land prices in downtown areas and limited sites, and the importance of efficient data-based road operation is increasingly emerging. For efficient road operation, it is essential to classify appropriate scenarios according to changes in traffic conditions and to operate optimal signals for each scenario. In this study, the Dynamic Time Warping model for cluster analysis of time series data was applied to traffic volume and speed data collected at continuous intersections for optimal scenario classification. We propose a methodology for composing an optimal signal operation scenario by analyzing the characteristics of the scenarios for each data used for classification.

• Journal of the Korea institute for structural maintenance and inspection
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• v.27 no.5
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• pp.49-56
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• 2023

This study proposed a damage location estimation method for automated image-based port infrastructure inspection. Memory efficiency was improved by calculating the homography matrix using feature detection technology and outlier removal technology, without going through the 3D modeling process and storing only damage information. To develop an algorithm specialized for port infrastructure, the algorithm was optimized through ground-truth coordinate pairs created using images of port infrastructure. The location errors obtained by applying this to the sample and concrete wall were (X: 6.5cm, Y: 1.3cm) and (X: 12.7cm, Y: 6.4cm), respectively. In addition, by applying the algorithm to the concrete wall and displaying it in the form of an exterior damage map, the possibility of field application was demonstrated.

• Journal of the Korean Association of Geographic Information Studies
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• v.25 no.1
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• pp.150-163
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• 2022

Recently, the gated community has been increasing due to various reasons such as demand for differentiated areas and security, but various problems have been raised, including regional conflicts, traffic restrictions and disconnection of surrounding areas. Therefore, this study empirically considered what kind of spatial effect the gated community has on the surrounding area by analyzing the vitality using floating population big data and analyzing pedestrian accessibility using network analysis and social network analysis. As a result, it was found that the overall vitality in the study area was greatly affected by the land use and the building use. However, focusing on apartment complexes, even in the same land use, when the form of the complex is open to the outside, there is a lot of floating population, so the vitality is high. In terms of accessibility, assuming that the gated community is open, it was found that as the physical connectivity improved, there were more roads for pedestrians to choose from, and the accessibility improved as traffic and exchanges occurred in the disconnected space. The value of improving property rights and residential environment is also precious, but it is necessary to review how to reflect the improvement of local permeability in enhancing the publicness of cities and the value and direction of communities that can coexist with the region.

• Proceedings of the Korean Society of Disaster Information Conference
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• 2015.11a
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• pp.85-88
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• 2015

본 연구는 사회현안으로 대두되고 있는 사회재난의 선제예방 및 효과적 대응을 위해 개발되는 인명지킴이 시스템과 관련하여 인명지킴이 시스템 기반 사회재난 대응 실증방안을 제시한다. 실증 추진을 위한 빅데이터 분석, 시나리오 도출, 테스트베드 구축 및 시스템 연계, 실증 및 확산에 이르기까지 각 단계별 수행내용을 다룬다. 또한, 김포시에서 추진하고 있는 스마트안전도시와 연계하여 실증사업 수행 시 주요 고려사항 및 수행 내용을 제시한다.

• Korean Architects
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• s.596
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• pp.28-44
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• 2018

"SH공사(서울주택도시공사)가 내년 1월부터 '청신호 건축사'라는 이름으로 전문가 인력풀(Pool)을 운영하고, 매입임대를 늘려 신축 리모델링에서 역할을 할 수 있도록 제도화할 계획입니다. 그동안 SH공사가 '주거복지'에 주력해 왔는데, 인공지능과 빅데이터 등을 결합해 앞으로는 한 단계 발전한 '공간복지'로 정책기조를 확대하려 합니다. 이 일을 수행키 위해서 도시설계가, 조경가도 투입될 것입니다." 김세용 SH공사 사장은 최근 서울시 강남구 개포로 SH공사 사옥에서 본지와 인터뷰를 하고, '디자인건축'을 표방한 '청신호 건축사' 전문가인력풀(Pool)을 운영하겠다고 밝혔다. SH공사는 20 30대 청년과 신혼부부에게 공급하는 임대주택에는 내년부터 '청신호'라는 자체 브랜드를 적용한다. 올 1월 취임한 김세용 SH공사 사장은 서울시의 캠퍼스타운조성 시범사업을 총괄 지휘한 바 있다. 이 같은 경험을 토대로 ▲ SH공사 브랜드 가치 제고 ▲ 주택품질 개선 ▲ 임대주택사업 추진 방식 다양화 등을 위한 사업들을 이끌고 있는데, 특히 기존에는 단순히 주거기능만 제공하던 공공아파트를 공동체 생활기능이 접목된 커뮤니티로 발전시키는 '공간복지'를 강화하는데 역량을 집중하고 있다.

• Journal of the Korea Convergence Society
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• v.12 no.1
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• pp.77-87
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• 2021

Environment is an important factor in city life. Environmental elements are a subject that must be discussed in the smart city plan, but there is still a lack of information and data sharing in the urban environment, so improvements are needed. As part of the intelligent of Nanjing, this research has made in-depth investigation into the construction and service demand of environmental information, and has carried out the research on the design and construction of intelligent information platform that conforms to Nanjing intelligent city planning, improves environmental quality and provides environmental information service. The visualization of information is also studied. The result is an important module in the construction of intelligent city in Nanjing.

• The Journal of The Korea Institute of Intelligent Transport Systems
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• v.21 no.1
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• pp.209-220
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• 2022

With the worldwide spread of African swine fever, interest in livestock epidemics has increased. Livestock transport vehicles are the main cause of the spread of livestock epidemics, but there are no empirical quarantine procedures and standards related to the mobility of livestock transport vehicles in South Korea. This study extracted the trajectory of livestock-related vehicles using the facility-visit history data from the Korea Animal Health Integrated System and the DTG (Digital Tachograph) data from the Korea Transportation Safety Authority. The results are presented as exposure indices aggregating the link-time occupancy of each vehicle. As a result, 274,519 livestock-related vehicle trajectories were extracted, and the exposure values by link and zone were derived quantitatively. This study highlights the need for prior monitoring of livestock transport vehicles and the establishment of post-disaster prevention policies.

• Journal of the Korea Academia-Industrial cooperation Society
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• v.20 no.5
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• pp.191-199
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• 2019

This study used a contents analysis method of newspapers to related to urban regeneration and tourism. The role of tourism in urban regeneration has become very important recently as social and cultural regeneration has become more important than physical regeneration. Despite this importance, relevant policies or regulations are very insufficient in our country. Therefore, this study was to examine the interest in urban regeneration and tourism in our society through the contents analysis of the number and content of newspaper articles and analyze the trend empirically. As a result, the degree of interest in urban regeneration and tourism was able to confirm that the level of interest in tourism was increasing year by year. It suggested that the government needs to enhance the quality of tourism contents and actively implement the system in order to promote urban regeneration projects in the future.

• Journal of the Korean Institute of Landscape Architecture
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• v.44 no.5
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• pp.1-11
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• 2016

There has been an increasingly high interest in gardens and garden design in Korea recently. However, the usage of the term 'garden' is extremely varied and complex, and there has been very little academic research made on the meaning of garden. Therefore, this research attempts to investigate the ideas of current gardens and to elucidate their changing patterns by means of extensive literature research and big data analysis. The notion of garden in the past was broad including not only private space such as Madang(마당) and Teul(뜰), but also even field and grass land as public outdoor space. Yet, the meaning has become smaller to merely private space due to the change of dwelling systems due to high industrial development of the 20th century. Furthermore, the introduction of urban parks as an interactive space between nature and humans, the similar spatial function of gardens, has blurred the boundary between garden and park, which created confusion in understanding the concept of a garden. After all, garden is a subject for humans. The meanings of garden need to be recognized from various points of view since garden itself is a creation by the sum of diverse fields such as natural and social sciences as well as culturology. This discussion on the meaning of garden in the present day will give a conceptual foundation for future research on gardens and garden design. Also, the big data analysis employed here as a research method can help other similar research topics, particularly semantics in landscape architecture.