• Title/Summary/Keyword: AN Database

Search Result 6,235, Processing Time 0.034 seconds

데이터 마이닝에서 기존의 연관규칙을 갱신하는 효율적인 앨고리듬 (An Efficient Algorithm for Updating Discovered Association Rules in Data Mining)

  • 김동필;지영근;황종원;강맹규
    • 산업경영시스템학회지
    • /
    • 제21권45호
    • /
    • pp.121-133
    • /
    • 1998
  • This study suggests an efficient algorithm for updating discovered association rules in large database, because a database may allow frequent or occasional updates, and such updates may not only invalidate some existing strong association rules, but also turn some weak rules into strong ones. FUP and DMI update efficiently strong association rules in the whole updated database reusing the information of the old large item-sets. Moreover, these algorithms use a pruning technique for reducing the database size in the update process. This study updates strong association rules efficiently in the whole updated database reusing the information of the old large item-sets. An updating algorithm that is suggested in this study generates the whole candidate item-sets at once in an incremental database in view of the fact that it is difficult to find the new set of large item-sets in the whole updated database after an incremental database is added to the original database. This method of generating candidate item-sets is different from that of FUP and DMI. After generating the whole candidate item-sets, if each item-set in the whole candidate item-sets is large at an incremental database, the original database is scanned and the support of each item-set in the whole candidate item-sets is updated. So, the whole large item-sets in the whole updated database is found out. An updating algorithm that is suggested in this study does not use a pruning technique for reducing the database size in the update process. As a result, an updating algoritm that is suggested updates fast and efficiently discovered large item-sets.

  • PDF

자동차용 음성 DB 구축 시스템 개발 (Database Collection System for the Automotive Environment)

  • 권오일
    • 음성과학
    • /
    • 제9권3호
    • /
    • pp.61-73
    • /
    • 2002
  • We collect the Korean Database which can be trained for the speech recognition engine in an automotive environment. We describe the overall trends of the Korean database collections in this paper and suggest a database collection method for the speech recognition system of the car-kit and explain several conditions in collecting the database in the automotive environments. Finally, we expain an effective method of the Korean database collection in the automobile and the results of the database colletions, and the devised softwares used for the collection of the database.

  • PDF

데이터베이스 품질 평가에 관한 사례 연구 (A Case Study on Database Quality and Quality Factors)

  • 이춘열;박현지
    • Journal of Information Technology Applications and Management
    • /
    • 제11권4호
    • /
    • pp.209-225
    • /
    • 2004
  • This paper presents case studies on database Quality uSing an extended database Quality model developed by Korea Database Promotion Center, which shall be called KDPC2003. The model is applied to evaluate two kinds of databases ; one is an operational database, the other is an information service database. The purpose of this research is two-folded. One is to evaluate database quality and assess current status of database quality management; the other is to assess usefulness of KDPC2003 and to propose ideas for its augmentation. The findings in this study will provide basic facts to test database quality evaluation models.

  • PDF

철근 콘크리트 구조설계 통합시스템을 위한 데이터베이스 모델 제시와 응용 (A Research on the Proposal and Application of Data Model for an Integrated System of Reinforced Concrete Structures)

  • 정윤철;천진호;서용표;이병해
    • 한국전산구조공학회:학술대회논문집
    • /
    • 한국전산구조공학회 1998년도 가을 학술발표회 논문집
    • /
    • pp.342-351
    • /
    • 1998
  • The purpose of this study is to develop a central database and a database management system to store and manage information systematically from each module of an integrated structural design system. In order to efficiently express structural design process related to the data which is very complex, we used an object-oriented modeling methodology to propose the possibility to apply a database schema for application programs in an integrated system for reinforced concrete structural design. Based on this model, we developed an interface between each module and central database. After modeled by using object modeling technique, the database was mapped by the relational database table. Then the central database and the interface were programed by using Visual C/syo ++/, a windows environmental development tool.

  • PDF

정보 구조 그래프를 이용한 통합 데이터 품질 관리 방안 연구 (An Implementation of Total Data Quality Management Using an Information Structure Graph)

  • 이춘열
    • Journal of Information Technology Applications and Management
    • /
    • 제10권4호
    • /
    • pp.103-118
    • /
    • 2003
  • This study presents a database quality evaluation framework. As a way to build a framework, this study expands data quality management to include data transformation processes as well as data. Further, an information structure graph is applied to represent data transformations processes. An information structure graph is absed on a relational database scheme. Thus, data transformation processes may be stored in a relational database. This kind of integration of data transformation metadata with technical metadata eases evaluation of database qualities and their causes.

  • PDF

최소 권한 계정 분리 모델을 이용한 데이터베이스 엑세스 제어 연구 (A Study on Database Access Control using Least-Privilege Account Separation Model)

  • 장영수
    • 디지털산업정보학회논문지
    • /
    • 제15권3호
    • /
    • pp.101-109
    • /
    • 2019
  • In addition to enabling access, database accounts play a protective role by defending the database from external attacks. However, because only a single account is used in the database, the account becomes the subject of vulnerability attacks. This common practice is due to the lack of database support, large numbers of users, and row-based database permissions. Therefore if the logic of the application is wrong or vulnerable, there is a risk of exposing the entire database. In this paper, we propose a Least-Privilege Account Separation Model (LPASM) that serves as an information guardian to protect the database from attacks. We separate database accounts depending on the role of application services. This model can protect the database from malicious attacks and prevent damage caused by privilege escalation by an attacker. We classify the account control policies into four categories and propose detailed roles and operating plans for each account.

The Integration of Mobile GIS and Spatio-temporal Database for Evaluating Space-time Accessibility of an Individual: An Approach Based on Time Geography Model

  • Lee Yang-Won;Shibasaki Ryosuke
    • 대한원격탐사학회:학술대회논문집
    • /
    • 대한원격탐사학회 2005년도 Proceedings of ISRS 2005
    • /
    • pp.753-758
    • /
    • 2005
  • This study attempts at building an integrated GIS computing framework for evaluating space-time accessibility of an individual with the approach of time geography model. The proposed method is based on the integration of mobile GIS and object-relational spatio-temporal database. Three components are central to our system: ( i ) mobile GIS application that transmits spatio-temporal trajectory data of an individual; ( ii ) spatio-temporal database server that incorporates the time geography model; and (iii) geovisualization client that provides time geographic queries to the spatio-temporal database. As for the mobile GIS application, spatio-temporal trajectory data collected by GPS-PDA client is automatically transmitted to the database server through mobile data management middleware. The spatio-temporal database server implemented by extending a generic DBMS provides spatio-temporal objects, functions and query languages. The geovisualization client illustrates 3D visual results of the queries about space-time path. space-time prism and space-time accessibility. This study shows a method of integrating mobile GIS and DBMS for time geography application, and presents an appropriate spatio-temporal data model for evaluating space-time accessibility of an individual.

  • PDF

지반조사자료 정보화 시스템 구축 (Development of Database System for Ground Exploration)

  • 우철웅;장병욱
    • 한국농공학회:학술대회논문집
    • /
    • 한국농공학회 1998년도 학술발표회 발표논문집
    • /
    • pp.395-400
    • /
    • 1998
  • This paper presents a geotechnical information system(HGIS) developed for Korea Highway Corporation. To make a database for boring information, characterization study of boring data is carried out. Based on tile study, the HGIS database is developed as a relational database. The HGIS database consists of 23 tables including 13 reference tables. For an effective database management, a boring log program called GEOLOG is developed. GEOLOG can print boring log and store those data to tile HGIS database.

  • PDF

3차원 입체 음향 핵심 알고리즘 평가를 위한 DB 설계 (An Architecture for 3D Audio Core Algorithm Evaluation DB)

  • 황재민;김정혁;강상길
    • 정보화연구
    • /
    • 제11권2호
    • /
    • pp.225-233
    • /
    • 2014
  • 오디오 산업은 프리미엄 산업으로써 나날이 발전 하고 있다. 입체 음향 시스템에 관한 연구는 많이 진행 되고 있다. 하지만 Audio database, algorithm, evaluation, metadata scheme 이 모두 각각 이루어지고 있다. 하나의 시스템에서 만들어진 audio 알고리즘을 평가 하고, 저장 할 수 있다면 입체 음향 오디오 연구 발전에 도움이 될 것이다. 그래서 이 논문 에서는 실감형 3D 오디오의 알고리즘을 시스템 적으로 평가 할 수 있는 Database Architecture 제안 하고, 이 Database system 구현을 위하여 XML metadata scheme를 정의 하였다. 본 논문에서는 새로운 오디오 평가 DB를 제시하고, 이를 체계적으로 구현하기 위한 설계를 제시하고자 한다.

분산 인 메모리 DBMS 기반 병렬 K-Means의 In-database 분석 함수로의 설계와 구현 (Design and Implementation of Distributed In-Memory DBMS-based Parallel K-Means as In-database Analytics Function)

  • 구해모;남창민;이우현;이용재;김형주
    • 정보과학회 컴퓨팅의 실제 논문지
    • /
    • 제24권3호
    • /
    • pp.105-112
    • /
    • 2018
  • 데이터의 양이 증가하면서 단일 노드 데이터베이스로는 저장과 처리를 동시에 수행하기에는 부족하다. 따라서, 데이터를 분산시켜 복수 노드로 구성된 분산 데이터베이스에 저장되고 있으며 분석 역시 효율성을 위해 병렬 기능을 제공해야한다. 전통적인 분석 방식은 데이터베이스에서 분석 노드로 데이터를 이동시킨 후 분석을 수행하기 때문에 네트워크의 비용이 발생하며 사용자가 분석을 위해 분석 프레임 워크도 다를 수 있어야한다. 본 연구는 군집화 분석 기법인 K-Means 군집화 알고리즘을 관계형 데이터 베이스와 칼럼 기반 데이터베이스를 이용한 분산 데이터베이스 환경에서 SQL로 구현하는 In-database 분석 함수로의 설계와 구현 그리고 관계형 데이터베이스에서의 성능 최적화 방법을 제안한다.