• Title/Summary/Keyword: information analysis framework

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MADA Feedback Framework for Adaptive Inference Results of Situation Aware Services in Mobile Environments (모바일 상황인식 서비스의 추론 결과 적응을 지원하기 위한 MADA 피드백 프레임워크)

  • Shin, Soohye;Park, Joonseok;Yeom, Keunhyuk
    • KIPS Transactions on Software and Data Engineering
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    • v.2 no.7
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    • pp.443-450
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    • 2013
  • The high portability and mobility of mobile devices have given rise to critical concerns with regard to mobile situation-aware services that utilize user situation information in the mobile domain. Mobile situation-aware services for mobile devices are provided by collecting and analyzing data, from which the user situation is inferred through an inference system. However, the high mobility of the mobile domain has made it difficult to infer the required results. In addition, previous studies have not identified a systematic approach to modifying and adapting. In this paper, we propose a systematic feedback process model based on software cybernetics in order to address the abovementioned problems. Further, we propose a MADA(Monitoring, Analysis, Determinating, Adaptation) framework for the feedback process model. Thus, the proposed approach supports the development of self-adaptive mobile situation-aware services that can infer appropriate results and manage the inferred results systematically.

The Analysis of Crypto Communication Relay Effect in the Security Framework Technique of Network Centric Warfare Environment (NCW환경의 보안 프레임워크 기술에서 암호통신 중계영향 분석)

  • Hong, Jin-Keun
    • Journal of the Korea Academia-Industrial cooperation Society
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    • v.8 no.4
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    • pp.788-794
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    • 2007
  • The policy of US DoD is moving towards implementation of Network Centric Warfare(NCW) concepts. NCW is commonly described as the integration and synchronization of four key interdependent elements such as command and control, sensor system, engagement systems and the network. Therefore the military policy of Korea military is needed to access and examine the policy of NCW communication environment and crypto communication, which is able to apply it. In this case study, We are reviewed the security framework of the concept of network centric warfare in the centering around the US. It is introduced the core technology in the network centric warfare, and it is reviewed the security framework such as, the requirements of security, the characteristics security of global information grid, joint tactical radion system, net centric enterprise services, transformational communication satellite, in the basis of core technology, and analysis the effect of crypto communication relay between command node and surbornate node in NCW environment. This report support the assistance, which is considered the elements of surrounding effects in the varied crypto communication research area of NCW.

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A Study on the Threat Analysis and Risk Assessment of Ship Ballast Water System (선박 평형수 시스템의 위협 분석 및 위험 평가에 관한 연구)

  • Hyoseok Lim;Yonghyun Jo;Wonsuk Choi
    • Journal of the Korea Institute of Information Security & Cryptology
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    • v.34 no.5
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    • pp.961-972
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    • 2024
  • As IT and OT systems become integrated into ship operations, the security of propulsion, control, communication, and navigation systems has become increasingly critical. In response, the International Association of Classification Societies (IACS) will enforce cybersecurity requirements starting from July 2024. IACS No. 171 (Recommendations on Incorporating Cyber Risk Management into Safety Management Systems) presents quantitative assessment methods; however, there is room for improvement. This study aims to address these issues by applying the TARA framework, outlined in ISO/SAE 21434 for connected vehicles, to identify attack surfaces and conduct risk assessments of the Ballast Water Treatment System(BWTS), which is crucial for navigational safety. Moreover, the study conducts a comparative analysis of the quantitative risk assessments of IACS No. 171 and the TARA framework, proposing the need for and considerations of a new risk assessment framework, VeTARA, specifically tailored for ships. This research is expected to contribute to the enhancement of cyber risk management in maritime operations.

Integrated Database for Economic, Social, and Cultural Data of Local Governments (지방자치단체의 경제, 사회, 문화 통합 DB 구축 방안)

  • Im, Kwang Hyuk
    • The Journal of the Korea Contents Association
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    • v.16 no.6
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    • pp.441-449
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    • 2016
  • The integrated data is an essential in the analysis for the balanced development of the local governments, but economic, social and cultural data in local governments is not being made with integrated management. A variety of information is being published according to the Government 3.0 era, but the researchers has great difficulty in integrating the analysis for one topic because related information is scattered in various sites. This paper proposes an integrated database(DB) of local governments to support the research activities. It has to contains total information of economic, social and cultural activities of local governments, and accommodate the distributed and heterogeneous data. It has the schema designed to integrate the entire data for considering the differences between local governments or data components. We should focus to build a framework for the multifaceted research to enable the cross analysis over common elements.

Economic Evaluation of IT Investments for Emergency Management : A Cost-centric Control Model

  • Kim, Tae-Ha;Lee, Young-Jai
    • Journal of Information Technology Applications and Management
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    • v.15 no.3
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    • pp.195-208
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    • 2008
  • In an emergency management case, evaluating the economic value of information technology investments is a challenging problem due to the effects of decision making, uncertainty of disasters, and difficulty of measurements. Risk assessment and recovery process, one of the major functions in emergency management, consists of (1) measurement of damages or losses, (2) recovery planning, (3) reporting and approving budgets, (4) auctioning off recovery projects to constructors, and (5) construction for the recovery. Specifically and of our interest, measurement of damages or losses is often a costly and time-consuming process because the wide range of field surveys should be performed by a limited pool of trained agents. Managers, therefore, have to balance accuracy of the field survey against the total time to complete the survey. Using information technologies to support field survey and reporting has great potential to reduce errors and lowers the cost of the process. However, existing cost benefit analysis framework may be problematic to evaluate and justify the IT investment because the cost benefit analysis often include the long-run benefit of IT that is difficult to quantify and overlook the impact of managerial control upon the investment outcomes. Therefore, we present an alternative cost-centric control model that conservatively quantifies all cost savings to replace benefits in cost benefit analysis and incorporate the managerial control. The model provides a framework to examine how managerial decision making and uncertainty of disaster affect the economic value of IT investments. The current project in Emergency Agency in South Korea is introduced as a case to apply the cost-centric control model. Our work helps managers to better evaluate and justify IT-related investment alternatives in emergency management.

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A Study of the Relationship Between Cognitive Ability and Information Searching Performance

  • Kim, Chang-Suk
    • Journal of Korean Library and Information Science Society
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    • v.35 no.1
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    • pp.303-317
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    • 2004
  • The purpose of this study was to develop a framework for predicting searching performance through an understanding of how cognitive ability relates to searching process and outcome. Specifically, this study examined the relationship between spatial visualization, logical reasoning, integrative reasoning, and information searching process and outcome. Information searching process was assessed by seven search process indicators: (1) search command selection: (2) combination of search commands; (3) application of Boolean logic: (4) application of truncation; (5) use of limit search function; (6) number of search statements; and (7) number of search errors made. Searching outcome was assessed by the number of correct answers to search questions. Subjects first took three standardized cognitive tests that measured cognitive abilities, and performed online catalog searching in response to seven information search questions. The searches were logged using Lotus ScreenCam, and reviewed for the analysis. Factor analysis was used to find underlying structures of the seven search process variables. Multiple regression analysis was applied to examine the predictive power of three cognitive variables on three extracted factors, and search outcome. Results of the data analysis showed that individual differences in logical reasoning could predict information searching process and outcome.

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A Framework Development for Sketched Data-Driven Building Information Model Creation to Support Efficient Space Configuration and Building Performance Analysis (효율적 공간 형상화 및 건물성능분석을 위한 스케치 정보 기반 BIM 모델 자동생성 프레임워크 개발)

  • Kong, ByungChan;Jeong, WoonSeong
    • Korean Journal of Construction Engineering and Management
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    • v.25 no.1
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    • pp.50-61
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    • 2024
  • The market for compact houses is growing due to the demand for floor plans prioritizing user needs. However, clients often have difficulty communicating their spatial requirements to professionals including architects because they lack the means to provide evidence, such as spatial configurations or cost estimates. This research aims to create a framework that can translate sketched data-driven spatial requirements into 3D building components in BIM models to facilitate spatial understanding and provide building performance analysis to aid in budgeting in the early design phase. The research process includes developing a process model, implementing, and validating the framework. The process model describes the data flow within the framework and identifies the required functionality. Implementation involves creating systems and user interfaces to integrate various systems. The validation verifies that the framework can automatically convert sketched space requirements into walls, floors, and roofs in a BIM model. The framework can also automatically calculate material and energy costs based on the BIM model. The developed frame enables clients to efficiently create 3D building components based on the sketched data and facilitates users to understand the space and analyze the building performance through the created BIM models.

Agile-based Data Analysis Framework for Career Exploration in Library and Information Science (문헌정보학 전공의 진로탐색을 위한 애자일 기반 데이터 분석 프레임워크)

  • JeongYun Lee;HakLae Kim
    • Journal of the Korean Society for information Management
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    • v.41 no.1
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    • pp.189-210
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    • 2024
  • Individuals majoring in Library and Information Science (LIS) typically find employment in the library sector, such as working as librarians, university librarians, and in public libraries. Recent advancements in information technology and shifts in work outlooks have broadened the professional opportunities for students majoring in LIS in several sectors. Research on career exploration varies based on the university major or occupation. This paper suggests a methodology for conducting surveys and analyzing data efficiently to support ongoing career exploration for students majoring in LIS. It also examines the findings of a career exploration survey conducted among LIS majors. The survey findings indicate that individuals majoring in LIS are adapting their salary expectations and priorities in alignment with societal shifts, showing a preference for diverse career opportunities outside traditional librarian roles. Effective support and ongoing research are essential for the career development of LIS majors in this environment.

A Study on Spatial Statistical Perspective for Analyzing Spatial Phenomena in the Framework of GIS: an Empirical Example using Spatial Scan Statistic for Detecting Spatial Clusters of Breast Cancer Incidents (공간현상 분석을 위한 GIS 기반의 공간통계적 접근방법에 관한 고찰: 공간 군집지역 탐색을 위한 공간검색통계량의 실증적 사례분석)

  • Lee, Gyoung-Ju;Kweon, Ihl
    • Spatial Information Research
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    • v.20 no.1
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    • pp.81-90
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    • 2012
  • When analyzing geographical phenomena, two properties need to be considered. One is the spatial dependence structure and the other is a variation or an uncertainty inhibited in a geographic space. Two problems are encountered due to the properties. Firstly, spatial dependence structure, which is conceptualized as spatial autocorrelation, generates heterogeneous geographic landscape in a spatial process. Secondly, generic statistics, although suitable for dealing with stochastic uncertainty, tacitly ignores location information im plicit in spatial data. GIS is a versatile tool for manipulating locational information, while spatial statistics are suitable for investigating spatial uncertainty. Therefore, integrating spatial statistics to GIS is considered as a plausible strategy for appropriately understanding geographic phenomena of interest. Geographic hot-spot analysis is a key tool for identifying abnormal locations in many domains (e.g., criminology, epidemiology, etc.) and is one of the most prominent applications by utilizing the integration strategy. The article aims at reviewing spatial statistical perspective for analyzing spatial processes in the framework of GIS by carrying out empirical analysis. Illustrated is the analysis procedure of using spatial scan statistic for detecting clusters in the framework of GIS. The empirical analysis targets for identifying spatial clusters of breast cancer incidents in Erie and Niagara counties, New York.

A Framework for Analyzing the Effectiveness of a Collaboration Support System for Small and Medium-sized Enterprises (중소제조기업 협업지원 시스템의 도입 및 활용 효과 분석 프레임워크)

  • Kim, Jeong-Yeon;Ahn, Jae-Hyung;Shin, Dong-Min;Moon, Yong-Ma
    • IE interfaces
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    • v.25 no.1
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    • pp.13-20
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    • 2012
  • Recently, the collaboration among small and medium-sized enterprises(SMEs) has been recognized as an effective competitive tool. As several systems have been developed to boost the collaboration, it is necessary to analyze the effectiveness of the systems in terms of their contribution to enhance operational performance of SMEs through objective and quantitative validation. In particular, the analysis for SMEs rather than large-scaled enterprises has not received much attention due to lack of relevant information and difficulty of collecting data. This paper presents a framework for analyzing the effectiveness of the collaboration support system, called i-manufacturing hub, which has been implemented by Korean government. Identification of influential factors to the effectiveness of collaboration hub, and constructing necessary hypotheses are proposed. To overcome the difficulty in data collection only by means of surveys through subjective questionnaires, we exploit system log data that are generated while SMEs use the system. As an initial phase to analyze the effectiveness through hypothesis validation, we discuss several interesting observations and challenges in the direction of enhancing collaboration among SMEs for better operational performance improvement and more participation in the collaboration hub.