• Title/Summary/Keyword: Query Reduction

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An Efficient BitmapInvert Index based on Relative Position Coordinate for Retrieval of XML documents (효율적인 XML검색을 위한 상대 위치 좌표 기반의 BitmapInvert Index 기법)

  • Kim, Tack-Gon;Kim, Woo-Saeng
    • Journal of the Institute of Electronics Engineers of Korea CI
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    • v.43 no.1 s.307
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    • pp.35-44
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    • 2006
  • Recently, a lot of index techniques for storing and querying XML document have been studied so far and many researches of them used coordinate-based methods. But update operation and query processing to express structural relations among elements, attributes and texts make a large burden. In this paper, we propose an efficient BitmapInvert index technique based on Relative Position Coordinate (RPC). RPC has good preformance even if there are frequent update operations because it represents relationship among parent node and left, right sibling nodes. BitmapInvert index supports tort query with bitwise operations and does not casue serious performance degradations on update operations using PostUpdate algerian. Overall, the performance could be improved by reduction of the number of times for traversing nodes.

Retrieval of Player Event in Golf Videos Using Spoken Content Analysis (음성정보 내용분석을 통한 골프 동영상에서의 선수별 이벤트 구간 검색)

  • Kim, Hyoung-Gook
    • The Journal of the Acoustical Society of Korea
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    • v.28 no.7
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    • pp.674-679
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    • 2009
  • This paper proposes a method of player event retrieval using combination of two functions: detection of player name in speech information and detection of sound event from audio information in golf videos. The system consists of indexing module and retrieval module. At the indexing time audio segmentation and noise reduction are applied to audio stream demultiplexed from the golf videos. The noise-reduced speech is then fed into speech recognizer, which outputs spoken descriptors. The player name and sound event are indexed by the spoken descriptors. At search time, text query is converted into phoneme sequences. The lists of each query term are retrieved through a description matcher to identify full and partial phrase hits. For the retrieval of the player name, this paper compares the results of word-based, phoneme-based, and hybrid approach.

A Node Relocation Strategy of Trajectory Indexes for Efficient Processing of Spatiotemporal Range Queries (효율적인 시공간 영역 질의 처리를 위한 궤적 색인의 노드 재배치 전략)

  • Lim Duksung;Cho Daesoo;Hong Bonghee
    • Journal of KIISE:Databases
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    • v.31 no.6
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    • pp.664-674
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    • 2004
  • The trajectory preservation property that stores only one trajectory in a leaf node is the most important feature of an index structure, such as the TB-tree for retrieving object's moving paths in the spatio-temporal space. It performs well in trajectory-related queries such as navigational queries and combined queries. But, the MBR of non-leaf nodes in the TB-tree have large amounts of dead space because trajectory preservation is achieved at the sacrifice of the spatial locality of trajectories. As dead space increases, the overlap between nodes also increases, and, thus, the classical range query cost increases. We present a new split policy and entry relocation policies, which have no deterioration of the performance for trajectory-related queries, for improving the performance of range queries. To maximally reduce the dead space of a non-leaf node's MBR, the Maximal Area Reduction (MAR) policy is used as a split policy for non-leaf nodes. The entry relocation policy induces entries in non-leaf nodes to exchange each other for the purpose of reducing dead spaces in these nodes. We propose two algorithms for the entry relocation policy, and evaluate the performance studies of new algorithms comparing to the TB-tree under a varying set of spatio-temporal queries.

Indexing and Searching for Reduced-Dimensional Vectors (차원 축소 벡터들을 위한 인덱싱 및 검색)

  • Jeong, Seung-Do;Kim, Sang-Wook;Choi, Byung-Uk
    • Journal of KIISE:Databases
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    • v.37 no.1
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    • pp.44-49
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    • 2010
  • In this paper, we first address the problems associated with indexing and searching for reduced-dimensional vectors, which are reduced by using a combination of angle approximation and dimension grouping. Then, we propose a novel method to solve the problems. We also show the superiority of the proposed method by performing extensive experiments with synthetic and real-life data sets.

An Optimal Database Design Considering Denormalization in Relational Database (관계형 데이터베이스에서 비정규화를 고려한 최적 데이터베이스 설계)

  • 장영관;강맹규
    • The Journal of Information Technology and Database
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    • v.3 no.1
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    • pp.3-24
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    • 1996
  • Databases are critical to business information systems, and RDBMS is most widely used for the database system. Normalization has been designed to control various anomalies(insert, update, and delete anomalies). However, normalized database design does not account for the tradeoffs necessary for the performance. In this research, we develop a model for database design by denormalization of duplicating attributes in order to reduce frequent join processes. In this mood, we consider insert, update, delete, and query costs. The anomaly and data inconsistency are removed by additional disk I/O which is necessary for each update and insert transaction. We propose a branch and bound method for this model, and show considerable cost reduction.

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DESIGN OF DATA REDUCTION SYSTEM AND CONSTRUCTION OF PHOTOMETRIC DATABASE FOR KMTNet (KMTNet 자료처리 시스템 설계와 측광데이터베이스 구축)

  • Kim, D.J.;Lee, C.U.;Kim, S.L.;Park, B.G.;Lee, J.W.
    • Publications of The Korean Astronomical Society
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    • v.24 no.1
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    • pp.83-91
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    • 2009
  • We have designed data processing server system to include data archiving, photometric processing and light curve analysis for KMTNet (Korea Microlensing Telescope Network). Outputs of each process are reported to the main photometric database, which manages the whole processing steps and archives the photometric results. The database is developed using ORACLE 11g Release 2 engine. It allows to select objects applying any set of criteria such as RA/DEC coordinate and Star ID, etc. We tested the performance of the database using the OGLE photometric data. The searching time for querying 70,000,000 records was under 1 second. The database is fully accessed using query forms via web page.

A Study on the File Allocation in Distributed Computer Systems (분산 컴퓨터 시스템에서 파일 할당에 관한 연구)

  • 홍진표;임재택
    • Journal of the Korean Institute of Telematics and Electronics
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    • v.27 no.4
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    • pp.571-579
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    • 1990
  • A dynamic relocation algorithm for non-deterministic process graph in distributed computer systems is proposed. A method is represented for determining the optimal policy for processing a process tree. A general database query request is modelled by a process tree which represent a set of subprocesses together with their precedence relationship. The process allocation model is based on operating cost which is a function fo selection of site for processing operation, data reduction function and file size. By using expected values of parameters for non-deterministic process tree, the process graph and optimal policy that yield minimum operating cost are determined. As process is relocated according to threshold value and new information of parameters after the execution of low level process for non-deterministic process graph, the assigned state that approximate to optiaml solution is obtained. The proposed algorihtm is heuristic By performing algorithm for sample problems, it is shown that the proposed algorithm is good in obtaining optimal solution.

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DEVELOPMENT OF THE PHOTOMETRY DATABASE AND FRAMEWORK FOR MICROLENSING EVENT (중력렌즈 사건 측광 데이터베이스 및 프레임워크 개발)

  • Kim, D.J.;Lee, C.U.;Kim, S.L.;Park, B.G.
    • Publications of The Korean Astronomical Society
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    • v.26 no.1
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    • pp.37-44
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    • 2011
  • We constructed a photometric database system which is optimally designed for microlensing events from KMTNet (Korea Microlensing Telescope Network) observation. We developed a framework software for the convenience of archiving, uploading, searching, and downloading of processed photometric data. From various tests for optimal data archiving engines, we found that the MyISAM storage engine shows the best performance. For the high performance of database system, data types of each field are carefully suggested from various combinations of tests especially to correct round-off errors. The developed framework provides the convenience of access to the database server using query forms via web pages, and displays the light curve of selected target for a quick view.

A Data Processing Mechanism in Sensor Network Environment (센서 네트워크 환경에서의 데이터 처리 메커니즘)

  • Park, Dae-Hyun;Kim, Young-Jun;Lee, Jeong-Hoom;Chong, Il-Young
    • Proceedings of the IEEK Conference
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    • 2007.07a
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    • pp.133-134
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    • 2007
  • The effective data processing mechanism in the sensor network means data stream model and real-time query processing model for real-time processing of stream data. This mechanism can improve satisfaction of users and reduce delay rate of data processing. In this paper, we explain the problem which is occurred when users need to search certain information among information of stream data and describe reduction model of delay rate according to data transmission.

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Search Space Reduction Model for Keyword Query Transformation on Semantic Search (시맨틱 검색에서 키워드 질의 변환을 위한 탐색 공간 축소 모델)

  • Yeom, Jeong-Nam;Cho, Joon-Myun;Yoo, Jeong-Ju
    • Proceedings of the Korea Information Processing Society Conference
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    • 2013.11a
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    • pp.1390-1393
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    • 2013
  • 인터페이스가 제한된 단말에서 정보 검색 서비스를 제공하는 경우, 검색 재현율보다는 정확도가 중요하다. 데이터를 쉽게 구조화할 수 있고 검색 정확도가 중요한 한정된 도메인에서는 시맨틱 검색 기술을 통해 강력한 정보 검색 서비스를 제공할 수 있지만, 사용자 키워드 질의를 시스템 질의로 변환하는 과정에서 다양한 해석들이 존재할 수 있기에 개선의 여지도 많다. 본 논문에서는 해석 정확도와 확장성을 동시에 향상시키기 위한 새로운 모델을 제안한다. 제안 모델은 공간의 구조와 요소들의 해석을 제한함으로써 중간 탐색 공간의 크기를 점진적으로 줄이면서 사용자의 검색 의도는 가능한 보존할 수 있다. 실제 데이터로 이루어진 대용량 지식을 이용해 다른 최신 기술과 비교하여 실험적 평가를 제시하였다.