• Title/Summary/Keyword: Intelligent geospatial information

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A Study on Semantic Web for Multi-dimensional Data (다차원 데이터를 위한 시멘틱 웹 연구)

  • Kim, Jeong-Joon
    • The Journal of the Institute of Internet, Broadcasting and Communication
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    • v.17 no.3
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    • pp.121-127
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    • 2017
  • Recently, it has been actively Semantic Web studies for 2-dimensional data of the spatial data. 2-dimensional Semantic Web, are fused existing Geospatial Web and the Semantic Web, and integrate with the efficient cooperation of the vast non-spatial information on a variety of geospatial information and general Web, it is possible to provide it is a Web services technology of intelligent geographic information. However, in the research for multi-dimensional data processing, and in those who are missing overall, relevant standards also not been enacted. Therefore, in this paper, by applying a variety of base of the theory and technology related to this to take place the Ontology processing technology, multi-dimensional data processing is possible ontology, question, and suggested the contents of the reasoning. Also, we tried to apply what you have proposed respectively to the multi-dimensional query virtual scenario necessary.

Location Service Modeling of Distributed GIS for Replication Geospatial Information Object Management (중복 지리정보 객체 관리를 위한 분산 지리정보 시스템의 위치 서비스 모델링)

  • Jeong, Chang-Won;Lee, Won-Jung;Lee, Jae-Wan;Joo, Su-Chong
    • The KIPS Transactions:PartD
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    • v.13D no.7 s.110
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    • pp.985-996
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    • 2006
  • As the internet technologies develop, the geographic information system environment is changing to the web-based service. Since geospatial information of the existing Web-GIS services were developed independently, there is no interoperability to support diverse map formats. In spite of the same geospatial information object it can be used for various proposes that is duplicated in GIS separately. It needs intelligent strategies for optimal replica selection, which is identification of replication geospatial information objects. And for management of replication objects, OMG, GLOBE and GRID computing suggested related frameworks. But these researches are not thorough going enough in case of geospatial information object. This paper presents a model of location service, which is supported for optimal selection among replication and management of replication objects. It is consist of tree main services. The first is binding service which can save names and properties of object defined by users according to service offers and enable clients to search them on the service of offers. The second is location service which can manage location information with contact records. And obtains performance information by the Load Sharing Facility on system independently with contact address. The third is intelligent selection service which can obtain basic/performance information from the binding service/location service and provide both faster access and better performance characteristics by rules as intelligent model based on rough sets. For the validity of location service model, this research presents the processes of location service execution with Graphic User Interface.

A Study of the Classification and Analysis of On-Ground Facilities for Intelligent Urban Management (지능형 도시 관리를 위한 지상시설물 분류 및 분석 연구)

  • Nam, Sang-Kwan;Choi, Hyun-Sang;Oh, Yoon-Seuk;Ryu, Seung-Ki
    • Journal of Korean Society for Geospatial Information Science
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    • v.16 no.2
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    • pp.23-29
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    • 2008
  • This study deals with the systematic classification and analysis of urban facilities as a fundamental foundation of the intelligent and active management of urban facilities using Ubiquitous Sensor Network(USN). In the results of recent studies, the necessities and simple examples of USN application were already shown, but there were few studies about the systematic classification and specific application methods considering characteristics of urban facilities. In this study, we try to classify the main management characteristics of facilities and analyze the results, furthermore to contribute to the development of convergence of facility management and USN technology.

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Development of a Geo Semantic Web System (Geo Semantic Web 시스템의 개발)

  • Kim, Joung-Joon;Shin, In-Su;Han, Ki-Joon
    • Spatial Information Research
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    • v.18 no.5
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    • pp.83-92
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    • 2010
  • Recently, as the Geospatial Web is combined with the Semantic Web in order to keep pace with the recent trends of information technology emphasizing interoperability, intelligence and individualization, the Geo Semantic Web was proposed, which is an intelligent geographical information Web service technology that can provide users with suitable information by connecting and integrating various types of spatial information and extensive aspatial information on the Web efficiently. For the Geo Semantic Web service, we need to develop Geo Ontology processing technologies that enable computers to process knowledge and information scattered around in the Web environment automatically. However, standards for Geo Ontology processing technologies have nod been established yet, and standardization organizations and various groups and agencies are conducting relevant studies. This paper analyzed various base theories and technologies related to Geo Ontology and developed a Geo Semantic Web system. The Geo Semantic Web system comprises Query Processing Manager that analyzes and processes Geo Semantic queries and manages sessions, Ontology Manager that generates and queries Geo Ontology and extracts spatial/aspatial data, and Clients. Finally, this paper proved the utility of the Geo Semantic Web system by applying it to a hypothetical scenario where Geo Semantic queries are required.

A Study on Standardization Structure for Urban Intelligent Geospatial Information (지능형 도시공간정보 서비스 표준체계에 관한 연구)

  • Kim, Eun-Hyung
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2008.06a
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    • pp.238-247
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    • 2008
  • 최근 IT(Information Technology)산업의 가장 핵심적 키워드는 산업 내 혹은 산업간의 융합화 즉 컨버전스(Convergence)라 할 수 있다. 즉, IT를 매개로 서로 다른 분야의 기술들이 상호 융합되어 새로운 서비스 또는 기술을 제공하는 융합화 현상이 나타나고 있다. 이러한 융합의 핵심에는 유비쿼터스라는 패러다임이 있으며, 유비쿼터스 패러다임은 도시에 대한 새로운 시각을 제공하였다. u-City는 첨단 정보통신 인프라와 유비쿼터스 정보서비스를 도시공간에 융합하여 도시생활의 편의 증대와 삶의 질 향상, 체계적 도시관리에 의한 안전보장과 시민복지 향상, 신산업 창출 등 도시의 제반기능을 혁신시킬 수 있는 차세대 정보화 도시로 정의된다. 성공적인 u-City 건설을 위해선 기존의 지자체GIS 개념을 확대하여 지능형 도시공간정보의 개념이 필요하며, 지능형 도시공간정보를 효율적으로 서비스하기 위한 서비스 표준체계가 필요하다. 즉, u-City의 실질적 구현 및 운영을 위해서는 정보(컨텐츠)가 필요하며. 이를 위해선 도시공간정보의 상호운용성의 확보가 필요한 시점이라 할 수 있다. 이에 본 연구에서는 지능형 도시공간정보의 개념과 지능형 도시공간정보 서비스 표준체계를 제시하도록 한다.

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Improvement Directions Of Related Laws System To Protect U-City Infrastructure Facilities (U-City 기반시설보호를 위한 관련 법제도 정비 방향)

  • Kim, Byeong-Sun;Lee, Jae-Suk;Shin, Dong-Bin
    • Journal of Korean Society for Geospatial Information Science
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    • v.19 no.1
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    • pp.45-52
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    • 2011
  • This study aims to provide improvement directions of related laws system to protect U-City infrastructure facilities. For this, the study analyzes oversea infrastructure protection systems and domestic U-City laws system. Then, this indicates problems considering U-City infrastructure protection through Industrial-University-Institute experts' survey. Based on this survey, this study proposes improvement guideline of laws system to protect U-City infrastructure facilities, including enactment the Guideline of U-City Infrastructure Protection, obligation of U-City Infrastructure Protection, revision method of related laws system for protecting intelligent facilities, and Management System of U-City Infrastructure Facilities.

A Study on Service Classification System for Urban Intelligent Geospatial Information (지능형 도시공간정보 서비스 분류체계에 관한 연구)

  • Kim, Eun-Hyung
    • Proceedings of the Korean Association of Geographic Inforamtion Studies Conference
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    • 2010.09a
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    • pp.277-282
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    • 2010
  • IT를 매개로 서로 다른 분야의 기술들이 상호 융합되어 새로운 서비스 또는 기술을 제공하는 유비쿼터스 패러다임은 도시에 대한 새로운 시각을 제공하고 있다. u-City는 첨단 정보통신 인프라와 유비쿼터스 정보서비스를 도시공간에 융합하여 도시생활의 편의 증대와 삶의 질 향상, 체계적 도시관리에 의한 안전보장과 시민복지 향상, 신산업 창출 등 도시의 제반기능을 혁신시킬 수 있는 차세대 정보화 도시를 의미한다. 성공적인 u-City 건설을 위해서 기존의 지자체GIS 개념을 확대한 지능형 도시공간정보의 개념이 필요하며, 지능형 도시공간정보를 효율적으로 제공하기 위한 서비스가 요구된다. 이러한 지능형 도시공간정보 서비스는 도시 전반의 영역에서 제시될 수 있으므로 다양한 서비스를 도출할 수 있다. 이에 본 연구에서는 지능형 도시공간정보의 개념을 살펴보고, 기존 u-City 관련 서비스 분류에 관한 선행 연구내용을 중심으로 지능형 도시공간정보 서비스 분류체계를 제시였다.

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Study on the Trends of U-City and Smart City Researches using Text Mining Technology (텍스트마이닝 기법을 이용한 U-City와 Smart City의 연구 동향에 대한 분석)

  • Lim, Si Yeong;Lim, Yong Min;Lee, Jae Yong
    • Journal of Korean Society for Geospatial Information Science
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    • v.22 no.3
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    • pp.87-97
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    • 2014
  • City is currently developing into intelligent city which adopts the ICT technology to resolve the problems and increase the competitiveness. This intelligent city is promoted under the name of U-City or Smart City, yet it is also criticized in the trend for what the differences between U-City and Smart City are. In this study, we draws the differences between U-City and Smart City from our distinctive research method, text mining which analyzes the trend of research papers, and contribute to direction of U-City study in the future. Through this analysis, the study results in that U-City focuses practical implementation in domestic cities while Smart City focuses technological development and provision of single service. However, this paper has a limitation as the subjective opinion was reflected to configure the sets of keywords, and only keywords and s were analyzed. Therefore, further studies are needed to confirm the differences between U-City and Smart City with related research papers and reports.

Intelligent Hybrid Fusion Algorithm with Vision Patterns for Generation of Precise Digital Road Maps in Self-driving Vehicles

  • Jung, Juho;Park, Manbok;Cho, Kuk;Mun, Cheol;Ahn, Junho
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.14 no.10
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    • pp.3955-3971
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    • 2020
  • Due to the significant increase in the use of autonomous car technology, it is essential to integrate this technology with high-precision digital map data containing more precise and accurate roadway information, as compared to existing conventional map resources, to ensure the safety of self-driving operations. While existing map technologies may assist vehicles in identifying their locations via Global Positioning System, it is however difficult to update the environmental changes of roadways in these maps. Roadway vision algorithms can be useful for building autonomous vehicles that can avoid accidents and detect real-time location changes. We incorporate a hybrid architectural design that combines unsupervised classification of vision data with supervised joint fusion classification to achieve a better noise-resistant algorithm. We identify, via a deep learning approach, an intelligent hybrid fusion algorithm for fusing multimodal vision feature data for roadway classifications and characterize its improvement in accuracy over unsupervised identifications using image processing and supervised vision classifiers. We analyzed over 93,000 vision frame data collected from a test vehicle in real roadways. The performance indicators of the proposed hybrid fusion algorithm are successfully evaluated for the generation of roadway digital maps for autonomous vehicles, with a recall of 0.94, precision of 0.96, and accuracy of 0.92.

Ecological Restoration Monitoring of Open-Pit Mines using Airborne Laser Scanning (항공레이저측량 데이터를 이용한 노천광산 생태복원 모니터링)

  • Lee, Hyun-Jik;Yang, Seung-Ryong;Lee, Kyu-Man
    • Journal of Korean Society for Geospatial Information Science
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    • v.16 no.4
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    • pp.101-107
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    • 2008
  • Due to increased interest in environmental friendly ecological development and restoration, civil appeals concerning various environmental and landscape problems are continuously being lodged in cases where open-pit limestone mines are situated in places with eminent natural landscape. In this study, with the open-pit limestone mines located in the Baekdu mountain range as a study area, intends to contribute in recognition of various environmental problems and in the promotion of a reasonable restoration plan through high quality geo-spatial information. And it is planning to establish a method for sustained monitoring of the limestone mining by building intelligent national land information of the study area through combining Airborne Laser Scanning and Terrestrial LiDAR based surveying.

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