• Title/Summary/Keyword: Geo-information

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Prediction of Consumer Propensity to Purchase Using Geo-Lifestyle Clustering and Spatiotemporal Data Cube in GIS-Postal Marketing System (GIS-우편 마케팅 시스템에서 Geo-Lifestyle 군집화 및 시공간 데이터 큐브를 이용한 구매.소비 성향 예측)

  • Lee, Heon-Gyu;Choi, Yong-Hoon;Jung, Hoon;Park, Jong-Heung
    • Journal of Korea Spatial Information System Society
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    • v.11 no.4
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    • pp.74-84
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    • 2009
  • GIS based new postal marketing method is presented in this paper with spatiotemporal mining to cope with domestic mail volume decline and to strengthening competitiveness of postal business. Market segmentation technique for socialogy of population and spatiotemporal prediction of consumer propensity to purchase through spatiotemporal multi-dimensional analysis are suggested to provide meaningful and accurate marketing information with customers. Internal postal acceptance & external statistical data of local districts in the Seoul Metropolis are used for the evaluation of geo-lifestyle clustering and spatiotemporal cube mining. Successfully optimal 14 maketing clusters and spatiotemporal patterns are extracted for the prediction of consumer propensity to purchase.

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EFTG: Efficient and Flexible Top-K Geo-textual Publish/Subscribe

  • zhu, Hong;Li, Hongbo;Cui, Zongmin;Cao, Zhongsheng;Xie, Meiyi
    • KSII Transactions on Internet and Information Systems (TIIS)
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    • v.12 no.12
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    • pp.5877-5897
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    • 2018
  • With the popularity of mobile networks and smartphones, geo-textual publish/subscribe messaging has attracted wide attention. Different from the traditional publish/subscribe format, geo-textual data is published and subscribed in the form of dynamic data flow in the mobile network. The difference creates more requirements for efficiency and flexibility. However, most of the existing Top-k geo-textual publish/subscribe schemes have the following deficiencies: (1) All publications have to be scored for each subscription, which is not efficient enough. (2) A user should take time to set a threshold for each subscription, which is not flexible enough. Therefore, we propose an efficient and flexible Top-k geo-textual publish/subscribe scheme. First, our scheme groups publish and subscribe based on text classification. Thus, only a few parts of related publications should be scored for each subscription, which significantly enhances efficiency. Second, our scheme proposes an adaptive publish/subscribe matching algorithm. The algorithm does not require the user to set a threshold. It can adaptively return Top-k results to the user for each subscription, which significantly enhances flexibility. Finally, theoretical analysis and experimental evaluation verify the efficiency and effectiveness of our scheme.

The Accuracy Improvement of Geo-Spatial Information in Urban Area with terrain Classification (지형분류에 따른 도심지역의 지형공간정보 정확도 향상)

  • 김정일;김현태;류지호;최동주;이현직
    • Proceedings of the Korean Society of Surveying, Geodesy, Photogrammetry, and Cartography Conference
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    • 2003.04a
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    • pp.301-308
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    • 2003
  • As the results of this study, the proposed method of this study which is increased to accuracy of DEM by classification of terrain is better than accuracy of DEM which is automatically generated by digital photogrammetry workstation system(DPWS). And, the edge detection method which is proposed by this study is established to extraction of geo-spatial information in ortho image.

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Design of WWW Geographic Information System based on GeoStore: WGIS (GeoStore에 기반한 WWW 지리정보 시스템의 설계)

  • 김재원;박성배;홍의경
    • Proceedings of the Korean Information Science Society Conference
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    • 1998.10b
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    • pp.173-175
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    • 1998
  • 정보 전달의 매개체로 사용되는 WWW와 많은 사업에 필수적으로 필요한 지리정보시스템의 결합은 많은 장점을 가진다. 본 논문에서는 WWW상에서 동작하는 지리정보 시스템인 WGIS를 설계한다. WGIS의 설계에 있어서 공간 객체 저장시스템인 GeoStore를 GIS로 사용하고, 이식성이 높은 Java로 클라이너트를 확장하고, NSAPI를 사용하여 서버를 확장한다. 상호 대화식으로 동작하도록 사용자 인터페이스를 설계하고, 다양한 질의 처리가 가능하도록 클라이언트/서버의 동작을 정의하고, 서버의 응답시간이 늦어지지 않도록 지리정보를 손실 없이 압축 전송할 수 있는 포맷을 정의한다.

Supporting Policy for GeoSpatial Information Convergence Industry by Comparing Laws about Convergence Industry (융합산업 관련 법제도 비교를 통한 공간정보융합산업 지원방안)

  • Song, Ki Sung;Woo, Hee Sook;Kim, Byung Guk;Hwang, Jeong Rae
    • Spatial Information Research
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    • v.23 no.6
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    • pp.9-17
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    • 2015
  • The convergence industry is a combination of technologies or industries of the same type or various types, thereby maintaining and/or expanding the existing values or creating fresh values. As the industry is drawing greater attention over the world, each country is making huge efforts to provide support for it. GeoSpatial Information is a representative convergence industry characterized by being utilized as a basis for other industrial fields by being linked and fused with other industries and technologies. It is well recognized as being a promising industry that will likely lead the national economy in the future. GeoSpatial Information is necessary to analyze the distinctive features and obstacle factors of the convergence industry. Because it will be able to induce a smooth convergence among different industries. In this paper, we has segmented the support elements through a comparative analysis of the legal system related to (Nano Technology, Information and Communication Technology, Culture Technology, etc)the convergence industry. Based on this proposed policy support for GeoSpatial Information Convergence industry. We expect that this study will be used as basic data of the policy established to effectively support for the GeoSpatial Information convergence industry.

Quality Analysis of Three-Dimensional Geo-spatial Information Using Digital Photogrammetry (수치사진측량 기법을 이용한 3차원 공간정보의 품질 분석)

  • Lee, Hyun-Jik;Ru, Ji-Ho;Kim, Sang-Youn
    • Journal of Korean Society for Geospatial Information Science
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    • v.18 no.4
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    • pp.141-149
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    • 2010
  • Three-dimensional geo-spatial information is important for the efficient use and management of the country and the three-dimensional expression and analysis of urban projects, such as urban plans devised by local governments and urban management. Thanks to the revitalization of the geo-spatial information service industry, it is now being variously used not only in public but also private areas. For the creation of high-guiltily three-dimensional geo-spatial information, emphasis should be placed on not only the quality of the source image and three-dimensional geo-spatial model but also the level of visualization, such as level of detail and texturing. However, in the case of existing three-dimensional geo-spatial information, its establishment process is complicated and its data are not updated frequently enough, as it uses ready-created digital maps. In addition, as it uses Ortho Images, the images exist Relief displacement. As a result, the visibility is low and the three-dimensional models of artificial features are simplified to reach LoD between 2 and 3, making the images look less realistic. Therefore, this paper, analyzed the quality of three-dimensional geo-spatial information created using the three-dimensional modeling technique were applied using Digital photogrammetry technique, using digital aerial photo images by an existing large-format digital camera and multi-looking camera. The analysis of the accuracy of visualization information of three-dimensional models showed that the source image alone, without other visualization information, secured the accuracy of 84% or more and that the establishment of three-dimensional spatial information carried out simultaneously with filming made it easier to gain the latest data. The analysis of the location accuracy of true Ortho images used in the work process showed that the location accuracy was better than the allowable horizontal position accuracy of 1:1,000 digital maps.

The Establishment Plan of Knowledge-Based Community through the 3-D National Underground Information DB Design and Utilization Review (3차원 국토지하정보 DB설계 및 활용성 검토를 통한 지식기반 커뮤니티 구축 방안)

  • Song, Seok-Jin;Jang, Yong-Gu;Kang, In-Joon
    • Journal of Korean Society for Geospatial Information Science
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    • v.19 no.1
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    • pp.63-70
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    • 2011
  • The national spatial information systems project which is promoted by our country has been extended from existing 2-D geographic information to 3-D spatial information as the basic geo-spatial Information. Most of the construction of the ground geo-spatial information are completed or underway, on the other hand, the construction of the subsurface geo-spatial information has difficulty caused by the lack of the drilling data characterizing the subsurface. In terms of the construction of the geo-spatial information of the subsurface, the subsurface information is constructed and managed by the domestic institutions, but the subsurface information which is possessed by the institutions was not shared mutually so it is managed inefficiently. This study presented the 3-D national underground information DB design by dividing with the ground DB item which configures the state of the ground and the soil DB item which configures the state of the soil in order to increase the efficiency of the construction of the subsurface spatial information. The implementation & utilization of the national underground information application technology was reviewed by applying the constructed DB to the actual model area, and the national underground information knowledge-based community establishment plan was presented.

Application of UML(Unified Modeling Language) Towards Object-oriented Analysis and Design of Geo-based Data Model (지질 데이터 모델의 객체지향 분석 및 설계를 위한 UML의 적용)

  • Lee, Ki-Won
    • Journal of the Korean earth science society
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    • v.21 no.6
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    • pp.719-733
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    • 2000
  • Normally, a digital geologic map can be defined as mappable one whose spatial information with geographic information details and geologic database attribute, recorded in a digital format that is readable by computer. It shows fundamentally two different conceptual perspectives: cartography for digital mapping and analysis for geo-data processing. While, as both aspects basically relate to natural entities and their interpretation of complex features fused with multi-sources, digital geo-data mapping or geologic mapping, it should be distinguished from digital mapping in engineering such as UIS(Urban Infomation System) and AM/FM(Automated Mapping/Facilities Management). Furthermore, according to short-cycled development of GIS(Geographic Information System) software architecture based on IT(Information Technology) and wide expansion of GIS applications' fields, the importance of domain analysis and application model is emphasized at digital geologic informatizaion. In this paper, first terms and concepts of geo-data model with general data modeling aspects are addressed, and then case histories for geo-data modeling and several approaches for data modeling in GIS application fields are discussed. Lastly, tentative conceptual geo-data modeling by using UML(Unified Modeling Language) of OO(Object-oriented) concepts with respect to USGS/AASG geo-data mode is attempted. Through this approach, the main benefits for standardization and implementation lineage with conceptual model in consideration to reusability are expected. Conclusively, it is expected that geo-information system and its architecture by UML is the new coming key approach for the GIS application in geo-sciences.

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GEO/Millennium: Spatial Database System in Client-Server Enviroment (GEO/Millennium: 클라이언트-서버 공간 데이터베이스 시스템)

  • 이환재;안준순;이경모;정보홍;박동선;배해영
    • Proceedings of the Korean Information Science Society Conference
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    • 2000.04b
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    • pp.48-50
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    • 2000
  • 대용량의 공간 및 비공간 데이터의 관리와 다수 사용자에 의한 데이터 공유를 지원하기 위해서는 클라이너트-서버 구조의 공간 데이터베이스 시스템을 사용하는 것이 효과적이다. 본 논문에서는 클라이언트-서버 구조의 공간 데이터베이스 시스템인 GEO/Millennium 시스템을 소개한다. GEO/Millennium은 클라이언트 캐슁을 수용한 질의 전송 방식을 사용하며, 공간 및 비공간 데이터를 통합하여 저장, 관리하는 통합구조의 시스템이다. 제안하는 시스템은 데이터베이스의 변경사항을 멀티캐스팅으로 클라이언트들에게 통지하여 데이터의 일관성을 유지하며, 클라이언트의 각 모듈을 컴포넌트로 구성하여 어플리케이션 개발의 용이성과 재사용성을 높인다. GEO/Millennium은 객체의 저장과 연산을 저장관리자와 질의 처리기에서 지원해 줌으로써 공간연산을 효율적으로 수행할 수 있으며, 클라이언트-서버간의 통신부하를 줄여 클라이언트의 질의에 대해 보다 빠른 응답시간을 갖는다.

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A Survey on Vision-based Localization and Geo-Referencing Technology for Advanced Air Mobility (Advanced Air Mobility를 위한 영상 기반 위치 추정 및 Geo-Referencing 기술 동향)

  • U. Choi;D. Lee;H. Wi;I. Joo;I. Jang
    • Electronics and Telecommunications Trends
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    • v.39 no.4
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    • pp.1-9
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    • 2024
  • As Advanced Air Mobility (AAM) technologies evolve, ensuring accurate navigation and localization in complex urban airspaces has become crucial. Because the Global Navigation Satellite System (GNSS) is prone to vulnerabilities in urban flight environment, an alternative localization technique is required. This paper examines vision-based localization technologies to enhance GNSS-free navigation. In addition, we explore various geo-referencing studies that utilize pre-existing spatial databases to improve the accuracy of vision-based localization under GNSS-denied conditions. This paper discusses the various types of onboard vision camera sensors, vision-based localization, spatial information databases, feature extraction methods, and matching techniques that contribute to the development of a vision-based localization and geo-referencing system for AAM, ensuring safety and reliability in urban operations.