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An Efficient Candidate Pattern Tree Structure and Algorithm for Incremental Web Mining (점진적인 웹 마이닝을 위한 효율적인 후보패턴 저장 트리구조 및 알고리즘)

  • Kang, Hee-Seong;Park, Byung-Joon
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.44 no.1
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    • pp.71-79
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    • 2007
  • Recent advances in the internet infrastructure have resulted in a large number of huge Web sites and portals worldwide. These Web sites are being visited by various types of users in many different ways. Among all the web page access sequences from different users, some of them occur so frequently that may need an attention from those who are interested. We call them frequent access patterns and access sequences that can be frequent the candidate patterns. Since these candidate patterns play an important role in the incremental Web mining, it is important to efficiently generate, add, delete, and search for them. This thesis presents a novel tree structure that can efficiently store the candidate patterns and a related set of algorithms for generating the tree structure, adding new patterns, deleting unnecessary patterns, and searching for the needed ones. The proposed tree structure has a kind of the 3 dimensional link structure and its nodes are layered.

An User-driven Service Creation Architecture in Consumer Networking Environments (소비자 네트워킹 환경에서의 사용자 주도 서비스의 효율적 생성)

  • Jung, Yuchul;Kim, Jin-Young;Lee, Hyejin;Kim, Kwang-Young;Suh, Dongjun
    • Journal of Digital Contents Society
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    • v.17 no.6
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    • pp.479-487
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    • 2016
  • In a Web 2.0 context, users are exposed to numerous smart devices and services that allow real-time interaction between users (or consumers) and developers (or producers). For the provisioning of new user-created services based on user's context, the data management of service creation experiences becomes a non-trivial task. This article introduces a data model for service creation and then proposes a service creation management architecture which enables new service creation using the data model, the management of the service creation data, and the semantic service discovery across internal/external service repositories. The article also explains the use of the proposed architecture with two different scenarios: home and mobile environments. The proposed architecture for service creation data management offers consistent and seamless handling of the service creation data throughout its usage lifecycle.

A Study on Disaster Information Support using Big Data (빅 데이터를 이용한 재해 정보 지원에 관한 연구)

  • Shin, Bong-Hi;Jeon, Hye-Kyoung
    • Journal of the Korea Convergence Society
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    • v.9 no.8
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    • pp.25-32
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    • 2018
  • Recently, the size and type of disasters in Korea has been diversified. However, Korea has not been able to build various information support systems to predict these disasters.Many other organizations also provide relevant information. This information is mainly provided on the Web, but most of it is not real time information. In this study, we have paid attention to support information using big data to provide better quality real - time information together with information provided by institutions. Big data has a large amount of information with real-time property, and it can make customized service using it. Among them, SNS such as Twitter and Facebook can be used as a new information collection medium in case of disaster. However, it is very difficult to retrieve necessary information from too much information, and it is difficult to collect intuitive information. For this purpose, this study develops an information support system using Twitter. The system retrieves information using the Twitter hashtag. Also, information mapping is performed on the map so that intuitive information can be grasped. For system evaluation, information extraction, degree of mapping, and recommendation speed are evaluated.

A Study on Online Services of the National Assembly's Archival Information (국회기록정보 온라인 서비스 발전 방안에 관한 연구)

  • Kim, You-Seung;Seol, Moon-Won
    • Journal of the Korean Society for Library and Information Science
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    • v.47 no.4
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    • pp.25-48
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    • 2013
  • The study aims at providing alternative strategies for the National Assembly's archival information services. In this context, it conducts a literature review and discusses current status of the National Assembly's archival information services. Furthermore, this study draws six critical problems of the National Assembly's archival information services, ranging from a lack of comprehensive archival information services to a deficiency of value-added contents. As a case study, it reviews legislative archival institutions in the US and the UK, and classifies their legislative records management services into 3 different types, including retrieval assistant services, contents services, and extensive services. Base on the case study, as a result, it provides 5 strategies for the development of the National Assembly's archival information services.

Development of Integrated Real-time Hydrologic Monitoring System in Anyangcheon Basin (안양천 실시간 통합 수문모니터링 시스템 개발)

  • Jung Seung Kwon;Lee Kyoung Do;Kim Nam Il;Lee Kil Seoung
    • Proceedings of the Korea Water Resources Association Conference
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    • 2005.05b
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    • pp.801-805
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    • 2005
  • 수자원의 이수 및 치수관리에 있어서 우량, 하천수위. 하천유속, 하천유량, 지하수위, 하수유량 등의 수문자료는 가장 기초적이면서 중요한 요소이다. 그럼에도 불구하고 최근까지 우리나라의 수자원관리 실태를 살펴보면 신뢰성 있는 수문자료의 구축이 매우 미비한 실정이며, 이로 인해 하천유역의 수문특성 해석에 많은 어려움을 겪고 있다. 본 논문에서는 21세기 프론티어연구사업과 관련하여 구축$\cdot$시범운영하고 있는 "안양천 실시간 통합 수문모니터링 시스템"의 운영현황을 소개하고 2단계 사업에서 신규의 구축된 하수근거 모니터링 시스템에 대해 소개하고자 한다. 실시간 통합 수문 모니터링 시스템이란 하천유역내의 강우량, 하천수위, 지하수위, 하수근거유량, 수질 등 수문 상황을 실시간으로 모니터링함으로써 유역내의 수문자료를 구축함은 물론 지하수위와 하천수위와의 연관성, 하천유량 증가의 인한 하수근거로의 우수유입량 등의 분석을 통해 유역 전반에 걸친 물순환체계에 대한 해석과 평가를 내릴 수 있도록 지원하는 시스템이다. 이를 위해 주요 지점에 수문 모니터링 장비를 설치하고, 통신모듈을 통해 현장에서 서버로 모니터링 자료를 실시간으로 전송하고, 전송된 자료를 웹상에서 보여줌으로써 유역관리자의 의사결정지원 자료로 활용할 뿐만 아니라 일반인들에게 거주지역내 하천에 대한 정보를 제공할 수 있게 된다. 또한 안양시청을 시범 행정기관으로 선정하여 안양시에서 운영하고 있는 실시간 수문모니터링 자료를 취합하여 웹상에서 공유할 수 있도록 시스템을 통합하는 방안을 마련하였으며, 향후 안양천에 속해 있는 지자체이 참여를 유도할 예정이다. 안양천 실시간 모니터링 시스템은 안양천 웹페이지(http://anyang.river.or.kr)에서 구현되고 있으며, 앞서 설명한 바와 같이 1단계 프론티어 사업으로 설치된 4개의 하천수위, 2개의 지하수위 관측시설과 함께, 2단계에 (주)웹솔루스에서 자체적으로 설치 운영하고 있는 2개소의 하수관거 모니터링 관측시설, 그리고 안양시에서 운영하고 있는 5개소의 강우관측소와 7개소의 수위관측소를 모두 통합하여 실시간 자료를 제공하고 있다. 수위자료는 10분단위의 텍스트정보와 그래프형태로 지원되며, 검색기간 설정을 통해 원하는 기간내의 자료를 선별, 검색할 수 있다.

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Still Image Identifier based over Low-frequency Area (저역주파수 영역 기반 정지영상 식별자)

  • Park, Je-Ho
    • Journal of Digital Contents Society
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    • v.11 no.3
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    • pp.393-398
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    • 2010
  • Composite and compact devices equipped with the functionality of digital still image acquisition, such as cellular phones and MP3 players are widely available to common users. In addition, the application of digital still images is becoming common among security and digital recording devices. The amount of still images, that are maintained or shared in personal storage or massive storage provided by various web services, are rapidly increasing. These still images are bound with file names or identifiers that are provided arbitrarily by users or that are generated from device specific naming method. However, those identifiers are vulnerable for unexpected changing or eliminating so that it becomes a problem in still image search or management. In this paper, we propose a method for still image identifier generation that is created from the still image internal information.

A Development of Management System for Publication and Operation of Clinical Contents Model's Outcomes (임상콘텐츠모형 산출물 홍보와 운영을 위한 관리시스템 개발)

  • Yun, Ji-Hyun;Ahn, Sun-Ju;Lee, Bo-Hye;So, Hye-Jin
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.11 no.9
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    • pp.3398-3405
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    • 2010
  • In this paper we developed a CCM Manager which is a management system to support efficient development, publication and promotion of Clinical Contents Model(CCM)'s outcomes. We derived the functions of manager and user from the analysis of work process from development of CCM to management and publication, designed the database based on CCM architecture, and developed web-based system for each user to easily access and search the contents. CCM Manager supports to share the results between model developers well, distribute and promote the outcomes of model type to general users without manager's manual packaging and publishing it. This paper shows superiority compared with other clinical information model management system in aspects of providing multiple search functions, visual model browsing methods and management functions. The proposed CCM Manager is currently used in process of CCM development, and the analysis of its efficiency with the results will be made in the future.

Performance Evaluation of XML Materialized View Refresh (XML 실체뷰 갱신 기법의 성능 평가)

  • Sung, Ho-Sang;Moon, Chan-Ho;Kang, Hyung-Chul
    • The KIPS Transactions:PartD
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    • v.10D no.3
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    • pp.387-398
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    • 2003
  • Materialized views have received much attention for query performance improvement. They need to be refreshed whenever their underlying data sources are updated. They could be recomputed from scratch or they could be incrementally refreshed by reflecting only those portions of updates that affect them. With emergence of XML as the standard for data exchange on the Web, active research is under way on effectively storing and retrieving XML documents. In this paper, we describe a performance study on the incremental refresh of XML materialized views for the case where XML documents are stored in a relational DBMS, and XML materialized views are maintained with incremental refresh. We describe implementation of a prototype XML storage system that supports XML materialized views and their incremental refresh, and report the performance results obtained with the implemented system through a detailed set of experiments on the incremental refresh of XML materialized views. The results show that the XML view maintenance with incremental refresh outperforms the ordinary view recomputation.

Image Classification Using Bag of Visual Words and Visual Saliency Model (이미지 단어집과 관심영역 자동추출을 사용한 이미지 분류)

  • Jang, Hyunwoong;Cho, Soosun
    • KIPS Transactions on Software and Data Engineering
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    • v.3 no.12
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    • pp.547-552
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    • 2014
  • As social multimedia sites are getting popular such as Flickr and Facebook, the amount of image information has been increasing very fast. So there have been many studies for accurate social image retrieval. Some of them were web image classification using semantic relations of image tags and BoVW(Bag of Visual Words). In this paper, we propose a method to detect salient region in images using GBVS(Graph Based Visual Saliency) model which can eliminate less important region like a background. First, We construct BoVW based on SIFT algorithm from the database of the preliminary retrieved images with semantically related tags. Second, detect salient region in test images using GBVS model. The result of image classification showed higher accuracy than the previous research. Therefore we expect that our method can classify a variety of images more accurately.

A Study of the Awareness Focusing on the Library 3.0 for the Academic Librarians (도서관 3.0 기반 서비스에 대한 대학도서관 사서의 인식에 관한 연구)

  • Noh, Dong-Jo;Cho, Chul-Hyun
    • Journal of the Korean Society for information Management
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    • v.28 no.4
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    • pp.263-278
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    • 2011
  • This study analyzed the level of 326 academic librarians awareness, usability and counter strategies on the Library 3.0. The results revealed the awareness level in the following order: that (1) Mobile Library (2) Semantic Search (3) AI(Artificial Intelligent) (4) Cloud Computing (5) Ontology (6) Linked Data. The order of the future usability for the Library 3.0 was ranked (1) Mobile Library (2) Linked Data (3) Semantic Search (4) Cloud Computing (5) AI and (6) Ontology. To conclude, the level of awareness and the usability of Library 3.0 were shown to be statistically significant. There are, however, some discrepancies in awareness differ across librarians and regions. Moreover, the level of awareness for the Library 3.0 did influence the library's organizational performance but the individual librarian's competences only.