• 제목/요약/키워드: Information analysis system

검색결과 18,909건 처리시간 0.044초

Movie Recommendation Algorithm Using Social Network Analysis to Alleviate Cold-Start Problem

  • Xinchang, Khamphaphone;Vilakone, Phonexay;Park, Doo-Soon
    • Journal of Information Processing Systems
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    • 제15권3호
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    • pp.616-631
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    • 2019
  • With the rapid increase of information on the World Wide Web, finding useful information on the internet has become a major problem. The recommendation system helps users make decisions in complex data areas where the amount of data available is large. There are many methods that have been proposed in the recommender system. Collaborative filtering is a popular method widely used in the recommendation system. However, collaborative filtering methods still have some problems, namely cold-start problem. In this paper, we propose a movie recommendation system by using social network analysis and collaborative filtering to solve this problem associated with collaborative filtering methods. We applied personal propensity of users such as age, gender, and occupation to make relationship matrix between users, and the relationship matrix is applied to cluster user by using community detection based on edge betweenness centrality. Then the recommended system will suggest movies which were previously interested by users in the group to new users. We show shown that the proposed method is a very efficient method using mean absolute error.

Analysis of the Librarian Certification System in Korea and Measures for Improvement

  • Yoon, Hee-Yoon;Kim, Sin-Young
    • International Journal of Knowledge Content Development & Technology
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    • 제11권3호
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    • pp.45-62
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    • 2021
  • Half a century has passed since the academic field of library and information science, which was born at the end of the 19th Century in the Western world, was introduced to Korea. Despite years of quantitative growth and qualitative maturation, the field has been facing the inconvenient truths of discrepancies in education levels arising from varying education providers, and weakened public confidence in librarian certification. Based on analysis of librarian training and education programs and the certification system, this research seeks to point out the limitations of the national librarian certification system, which is losing public confidence, and present a model for improvement. Library and information science education has expanded from universities to the academy of librarian education and lifelong education centers, and the librarian certification system has emerged as a target of reform. This research presents measures to improve the librarian certification system to government bodies and the Committee on Library and Information Policy with the purpose of providing grounds for policy enforcement.

웹 기반 통합체질진단 시스템 - SCAT (Sasang Constitution Analysis Tool) - (The Web Application of Constitution Analysis System - SCAT (Sasang Constitution Analysis Tool) -)

  • 소지호;김장웅;남지호;이범주;김영수;김종열;도준형
    • 사상체질의학회지
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    • 제28권1호
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    • pp.1-10
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    • 2016
  • Objectives SCAT (Sasang Constitution Analysis Tool) is a system designed to provide the information needed to diagnose a sasang constitution diagnosis expert diagnosis. In order to determine the sasang constitution diagnosis requires the following four ways. This system provides objective information to the constitution diagnostic expert to collect such information.Methods SCAT was constructed by considering the user UI/UX to be easy to enter information. To provide a state of the subject in Table to make it easier to grasp the information of the subject also in constitution diagnostician.Results Provides objective data for experts to determine the constitutional history of the subject.Conclusions Professionals and ordinary users through the SCAT system can easily access the sasang constitution diagnosis. In the future through the advancement of the SCAT system will improve the user's convenience stability.

ERP도입의 성공요인과 시스템 정보특성간의 적합성이 시스템 성과에 미치는 영향분석 (An Analysis of Effect of a Fit Between Success Factors of ERP Implementation and Information Characteristics of ERP System on System Performance)

  • 임규찬
    • 한국콘텐츠학회논문지
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    • 제6권2호
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    • pp.136-145
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    • 2006
  • 본 연구의 목적은 ERP도입의 성공요인을 조직적 요인, 환경적 요인, 정보적 요인으로 구분하였으며, 시스템 정보특성을 정보형태, 정보내용, 정보원천, 정보제공빈도로 구분하였다. 이 두 요인들의 적합성이 시스템 성과(사용자 만족도)에 미치는 영향관계를 검증해 보고자 하였다. 표본기업은 중소기업 250개사를 선정하였으며, 79부를 분석에 이용하였다. 업종은 제조업을 대상으로 하였으며 응답자의 직위 등은 고려하지 않았다. 연구결과는ERP도입의 조직적요인, 환경적요인, 정보적요인과 시스템 정보특성간의 적합성에 있어서 시스템 성과에 양(+)의 영향관계가 있는 것으로 조사되었다.

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K증권 홈트레이닝 시스템 분석을 통한 성능개선에 관한 연구 (A study for performance improvement by system analysis of HTS running K Securities)

  • 김현호;박용덕
    • 디지털산업정보학회논문지
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    • 제5권3호
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    • pp.19-28
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    • 2009
  • Computer system performance has always had the possibility of affecting business profitability, but with the advent of the World Wide Web where customers interact directly with Web servers, response time can have a direct and dramatic impact on business revenue. This paper is written in the operation environment and system analysis of HTS(Home Trading System) running K Securities. This paper also shows the method for performance improvement through investigation and analysis for the overall systems resources whether HTS has an appropriate performance or not. Performance analysis includes specially CPU analysis, Memory analysis, Disk Input/Output analysis and application analysis. Besides providing more detailed server specification for expansion from now on, system performance can be maintained with effect in the future. Through this study it is possible to manage the performance of HTS more easily and to solve problems such as a bottleneck more quickly.

고속 중형 컴퓨터 통합 시험 및 성능 분석을 위한 버스 감시기의 설계 및 구현 (Design and Implementation of a Bus Monitoring Instrument for the TICOM-III Integration Test and Performance Analysis)

  • 한종석;송용호
    • 전자공학회논문지B
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    • 제32B권8호
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    • pp.1064-1073
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    • 1995
  • On a bus-based shared memory multiprocessing system, the system bus monitoring and analysis are crucial for system integration test and performance analysis. In this paper, the design and implementation of a bus monitoring instrument for the TICOM-III system are decribed. The instrument dedicated to TICOM-III, which is called the Bus Information Procssing Unit, analyzes the bus state and measures the bus utilization. It performs many useful functions to help debugging the system, and offers a simple user interface.

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The Design and Implementation of Web-based Statistical Consulting System

  • 류재열;이정훈;조민지;김애지
    • 한국데이터정보과학회:학술대회논문집
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    • 한국데이터정보과학회 2006년도 추계 학술발표회 논문집
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    • pp.167-180
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    • 2006
  • The statistical survey and analysis is much restricted to time, space and material. The statistical survey and analysis could hardly resume. The statistical survey and analysis is very important to create various and accurate information. The statistical survey and analysis which is not a expert knowledge have many problems in productivity of information, reliability and etc. In this paper, we study the design and Implementation of web-based statistical survey and analysis consulting system which a client meet easily a statistical expert on the web.

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DEA 모형을 이용한 주요정보통신기반시설 취약점 분석·평가의 효율성 분석 (Analysis of Efficiency of Major Information and Communication Infrastructure Analysis and Evaluation Methods Using DEA Model)

  • 선종욱;이경호
    • 정보보호학회논문지
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    • 제31권4호
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    • pp.853-862
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    • 2021
  • 오늘날 국가 기반시설의 전자적 침해 행위에 의한 정보통신 인프라의 교란 및 마비가 위협 요소로 대두되고 있다. 이에 정부는 주요 기반시설의 정보시스템 및 제어시스템을 보호하기 위해 주요정보통신기반시설 취약점 분석·평가제도를 정기적으로 시행하고 있으며 이를 효율적으로 운영하기 위해 매년 늘어난 인적·물적 자원을 투자하고 있다. 그러나 이러한 정부의 노력에도 불구하고 국가 기반시설을 대상으로 한 침해사고가 지속해서 발생함에 따라 정보보호 기반마련을 위한 정부의 자원 투입이 정보보호 활동 결과 산출에 미치는 영향도가 떨어져 평가체계가 효율적이지 못하다는 의문이 제기되고 있다. 따라서 본 연구에서는 주요정보통신기반시설 취약점 분석·평가 제도의 효율적 운용여부를 DEA 모형을 이용해 검토하고, 분석된 결과를 바탕으로 정보보호 수준 제고를 위한 개선방안을 제안하도록 한다.

조직적 환경과 정보시스템 계획수립과의 관계에 관한 연구 (A Study on the Relationship between Organizational in Environment and ISP(Information System Planning))

  • 조현달
    • 경영과정보연구
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    • 제3권
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    • pp.151-177
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    • 1999
  • Recently, the role of information system in a company has been changed a lot because of the rapid change in business environments and the development of information technology. It encompasses not only the supporting role which has aimed at improving business process but also the strategic role of which purpose lies in strategic use of information technology. Achieving this increased role of information system requires more emphasis on development of better and more effective ISP(information system planning). The purpose of this study is to identify organizational factors to affect successful information system planning. For this study, 240 survey questionnaires were mailed and 71 questionnaires were returned. 57 samples were used for the final analysis and 14 samples were excluded from analysis in that they didn't exercise official and systematic ISP. As the result of analysis, the factor which affect effective ISP is internal organization factors(size, ISP time frame, organizational planning resources, management style, organizational culture), not external factors(volatility and competitiveness). Among Internal factors, organizational culture and management style are the most significant factors which affect the effective ISP. The result of this study may have meaning in suggesting the way to develop effective ISP through the formalization of business process, more favorable users attitude toward IS and selection of an appropriate ISP methodology.

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Information Strategy Planning for GIS based Management System Development with New Renewable Energy Resource Information

  • Kim Kwang-Deuk;Jeong Jae-Hyuck
    • 대한원격탐사학회:학술대회논문집
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    • 대한원격탐사학회 2005년도 Proceedings of ISRS 2005
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    • pp.313-316
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    • 2005
  • New renewable energy information becomes one of the greatest issues all over the world because of serious environment problems and limited fossil resources. The new renewable energy source information system is treated seriously for efficient management and distribution as dealing with these energy problems. However, it is difficult to manage and utilize new renewable energy information because gathering and surveying information is progressed individually in each research field. Therefore this paper will establish ISP(Information strategy Planning) and propose the basic management system based-on GIS to analyze new renewable energy such as solar energy, wind power, small hydro, biomass, geothermal etc. and build the integration management system. The proposed integration management system can provide spatial analysis using thematic map, data search, data import/export and interpolation about users quenes.

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