• Title/Summary/Keyword: large database

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DESIGN OF A CONTEXT ANALYSIS MODEL ON USN ENVIRONMENT

  • Jin, Cheng-Hao;Lee, Yong-Mi;Nam, Kwang-Woo;Lee, Jun-Wook;Ryu, Keun-Ho
    • Proceedings of the KSRS Conference
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    • 2008.10a
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    • pp.122-125
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    • 2008
  • Sensors used in many USN (Ubiquitous Sensor Network) domain applications generate a large amount of sensor stream data. The volume of sensor stream data is too huge to store the whole data and data speed is too fast to control each of them. In order to provide rapid and reliable context analysis service over sensor stream data, we propose a WHEN-DO context analysis model that supports the functionality of sliding window. This model is designed to be used as follows: If the sensor stream data satisfies condition in 'WHEN' clause, then it will execute actions in 'DO' clause in WHEN-DO context analysis model. The proposed WHEN-DO context analysis model can be applied to many other USN environment applications such as monitoring the status of a building and then taking actions in corresponding context condition.

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Industrial Waste Database Analysis Using Data Mining

  • Cho, Kwang-Hyun;Park, Hee-Chang
    • 한국데이터정보과학회:학술대회논문집
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    • 2006.04a
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    • pp.241-251
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    • 2006
  • Data mining is the method to find useful information for large amounts of data in database It is used to find hidden knowledge by massive data, unexpectedly pattern, relation to new rule. The methods of data mining are decision tree, association rules, clustering, neural network and so on. We analyze industrial waste database using data mining technique. We use k-means algorithm for clustering and C5.0 algorithm for decision tree and Apriori algorithm for association rule. We can use these analysis outputs for environmental preservation and environmental improvement.

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A study on GPS management system on the basis of technology (GPS 도면 지식정보 관리시스템 기술기반에 관한연구)

  • Park, Dong-Heui;Choo, Jun-Sup;Kim, Jong-Min;Gill, Ki-Young
    • Proceedings of the KSR Conference
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    • 2009.05a
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    • pp.1931-1935
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    • 2009
  • Korean railway network GIS-based information system requires so much cost and time. One of the difficulties is due to the fact that GIS-based information system requires the feature database for GIS, which is generally built manually from many as-built drawing files. In order to build-up database automatically Using GPS coordinates, this study suggests the automatic data conversion from electronic drawings to make feature database for GIS. The proposed method can be applied to build large-scale railway facility management system.

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Modeling of Building Structure for an Integrated Structural Design (건축구조설계 통합시스템을 위한 건축구조물의 모델링)

  • 김치경;홍성묵
    • Proceedings of the Computational Structural Engineering Institute Conference
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    • 1993.04a
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    • pp.71-78
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    • 1993
  • This study serves as a part for the development of an integrated structural design system. Efficient data management is essential in engineering computer applications where the volume of data is large and the data flow and sharing are required. From a viewpoint of computer application, building structures can be considered to be a mass ofdata. The centralized database(CDB) and database management system frees the application from the details of managing data storage and retrieval while providing a common pool of information. For this, systematic information analysis and modeling have to be preceded. In this paper we described the result of database modeling of building structure.

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Common Speech Database Collection for Telecommunications (통신망환경 한국어 공통음성 DB 구축)

  • Kim Sanghun;Park Moonwhan;Kim Hyunsuk
    • Proceedings of the KSPS conference
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    • 2003.05a
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    • pp.23-26
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    • 2003
  • This paper presents common speech database collection for telecommunication applications. During 3 year project, we will construct very large scale speech and text databases for speech recognition, speech synthesis, and speaker identification. The common speech database has been considered various communication environments, distribution of speakers' sex, distribution of speakers' age, and distribution of speakers' region. It consists of Korean continuous digit, isolated words, and sentences which reflects Korean phonetic coverage. In addition, it consists of various pronunciation style such as read speech, dialogue speech, and semi-spontaneous speech. Thanks to the common speech databases, the duplicated resources of Korean speech industries are prohibited. It encourages domestic speech industries and activate speech technology domestic market.

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Design and Implementation of P-DOM for Embedded XML Database System (내장형 XML 데이터베이스 시스템을 위한 P-DOM의 설계 및 구현)

  • 강동완;제권엽;홍영표;한동원;강현석;배종민
    • Journal of Korea Multimedia Society
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    • v.6 no.2
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    • pp.183-193
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    • 2003
  • The importance of XML data and their database supports in a mobile terminal system is on the increase. It leads to active research for embedded XML database systems. In order to handle in documents, DOM API should be supported. The existing DOM API is not suitable for the embedded system with limited resource because the DOM tree requires a large space on main memory. Considering poor resource of embedded systems, we present persistent DOM which is implemented on Berkeley DB and DOMdbm which manages it.

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Xp-tree:A new spatial-based indexing method to accelerate Xpath location steps (Xp-tree:Xpath 로케이션 스텝의 효율화를 위한 새로운 공간기반의 인덱싱 기법)

  • Trang, Nguyen-Van;Hwang, Jeong-Hee;Ryu, Keun-Ho
    • Proceedings of the Korean Information Science Society Conference
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    • 2004.04b
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    • pp.10-12
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    • 2004
  • Nowadays, with the rapid emergence of XML as a standard for data exchange over the Internet had led to considerable interest In the problem of data management requirements such as the need to store and query XML documents in which the location path languages Xpath is of particular important for XML application since it is a core component of many XML processing standards such as XSLT or XQuery, This parer gives a brief overview about method and design by applying a new spatial-based indexing method namely Xp-free that used for supporting Xpath. Spatial indexing technique has been proved its capacity on searching in large databases. Based on accelerating a node using planar as combined with the numbering schema, we devise efficiently derivative algorithms, which are simple, but useful. Besides that, it also allows to trace all Its relative nodes of context node In a manner supporting queries natural to the types especially Xpath queries with predicates.

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How Have Financialization and Offshoring Affected the Firm's Investment in Korea?

  • Lee, Woocheol;Kim, Joonil
    • Asia-Pacific Journal of Business
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    • v.10 no.3
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    • pp.1-16
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    • 2019
  • This paper examines how firm's investment has been affected by offshoring and financialization in Korea over the period 2000-2014 by using industry-level data collected from World Input Output Database (WIOD) and firm-level data collected from the KIS-Value Database. The findings are summarized as follows. First, offshoring index as expected shows a negative relationship with real investment. This negative impact is stronger in a large firm group. Second, there is a positive relationship between dividend payments and real investment. The positive relationship is greater in a small & medium-sized firm group. Third, the purchase of financial assets and the income generated from financial assets are positively related to real investment. The positive relationship is stronger in the small & medium-sized firm group. The empirical results show that firm size is a factor that effectively affects firm's real investment. This paper suggests that the influence of financialization and offshoring on firm's real investment should be assessed in various contexts rather than in a unilateral context.

A New Flash-aware Buffering Scheme Supporting Virtual Page Flushing

  • Lim, Seong-Chae
    • International Journal of Internet, Broadcasting and Communication
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    • v.14 no.3
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    • pp.161-170
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    • 2022
  • Recently, NAND-type flash memory has been regarded to be new promising storage media for large-scale database systems. For flash memory to be employed for that purpose, we need to reduce its expensive update cost caused by the inablity of in-place updates. To remedy such a drawback in flash memory, we propose a new flash-aware buffering scheme that enables virtual flushing of dirty pages. To this end, we slightly alter the tradional algorithms used for the logging scheme and buffer management scheme. By using the mechanism of virtual flushing, our proposed buffering scheme can efficiently prevent the frequenct occureces of page updates in flash storage. Besides the advantage of reduced page updates, the proposed viurtual flushing mechanism works favorably for shorneing a recocery time in the presense of failure. This is because it can reduce the time for redo actions during a recovry process. Owing to those two benefits, we can say that our scheme couble be very profitable when it is incorporated into cutting-edge flash-based database systems.

TFP-tree based Incremental Frequent Patterns mining Method for Handling Large Data Set (대용량 데이터를 처리하기 위한 TFP-tree 기반의 점진적 빈발 패턴 마이닝 기법)

  • Lee, Jong Bum;Piao, Minghao;Shin, Jin-ho;Ryu, Keun Ho
    • Annual Conference of KIPS
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    • 2009.11a
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    • pp.761-762
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    • 2009
  • 이 논문에서는 점진적 마이닝 기법을 사용하여 대용량 전력 사용량 데이터로부터 빈발 패턴들을 찾아내고, 빈발 패턴들을 기반으로 하여 분류 작업을 효과적으로 완성하는데 목적을 두고 있다. 이를 위하여 본 논문에서는 TFP-tree를 기반으로 하는 점진적 빈발 패턴 마이닝 기법 및 분류 알고리즘에 대해서 설명한다.