• Title/Summary/Keyword: Indexing scheme

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Efficient Similarity Search in Time Series Databases Based on the Minimum Distance (최단거리에 기반한 시계열 데이타의 효율적인 유사 검색)

  • 이상준;권동섭;이석호
    • Proceedings of the Korean Information Science Society Conference
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    • 2003.04a
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    • pp.533-535
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    • 2003
  • The Euclidean distance is sensitive to the absolute offsets of time sequences, so it is not a suitable similarity measure in terms of shape. In this paper. we propose an indexing scheme for efficient matching and retrieval of time sequences based on the minimum distance. The minimum distance can give a better estimation of similarity in shape between two time sequences. Our indexing scheme can match time sequences of similar shapes irrespective of their vortical positions and guarantees no false dismissals

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Indexing Techniques or Nested Attributes of OODB Using a Multidimensional Index Structure (다차원 파일구조를 이용한 객체지향 데이터베이스의 중포속성 색인기법)

  • Lee, Jong-Hak
    • The Transactions of the Korea Information Processing Society
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    • v.7 no.8
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    • pp.2298-2309
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    • 2000
  • This paper proposes the multidimensioa! nested attribute indexing techniques (MD- NAI) in object-oriented databases using a multidimensional index structure. Since most conventional indexing techniques for object oriented databases use a one-dimensional index stnlcture such as the B-tree, they do not often handle complex qUlTies involving both nested attributes and class hierarchies. We extend a tunable two dimensional class hierachy indexing technique(2D-CHI) for nested attributes. The 2D-CHI is an indexing scheme that deals with the problem of clustering ohjects in a two dimensional domain space that consists of a kev attribute dOI11'lin and a class idmtifier domain for a simple attribute in a class hierachy. In our extended scheme, we construct indexes using multidimensional file organizations that include one class identifier domain per class hierarchy on a path expression that defines the indexed nested attribute. This scheme efficiently suppoI1s queries that involve search conditions on the nested attribute represcnted by an extcnded path expression. An extended path expression is a one in which a class hierarchy can be substituted by an indivisual class or a subclass hierarchy in the class hierarchy.

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Implementation of authoring tool integrating TV-Anytime Presentation Engine (TV-Anytime Presentation Engine을 통합한 저작 도구의 개발)

  • 이형진;이선임;이종설;조위덕;문영식
    • Proceedings of the IEEK Conference
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    • 2003.11b
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    • pp.149-152
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    • 2003
  • In this paper, we describe an implementation of indexing and presentation system conforming to TV-Anytime standards. This system has a metadata indexing scheme for multimedia contents, a video indexing algorithm for news and soccer videos, and an MPEG-2 TS player for nonlinear browsing. We also implement an authoring tool for the algorithms mentioned above.

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Optimum Beamforming Vector Indexing Scheme for Codebook based MISO System over Feedback Error Channel (피드백 오류 채널에서 코드북 기반 MISO 시스템의 최적에 빔포밍 벡터 인덱싱 기법)

  • Lee, Jin-Hee;Ko, Young-Chai
    • The Journal of Korean Institute of Communications and Information Sciences
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    • v.34 no.12A
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    • pp.991-997
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    • 2009
  • Transmit beamforming is simple method to achieve the full diversity gain that is available in multiple antenna(MIMO) wireless systems. Unfortunately, the prior condition to achieve this gain requires perfect channel knowledge at both transmitter and receiver, which is impractical on account of limited feedback link. Therefore, for the practical system, codebook based feedback scheme is often employed, where the beamforming vector is selected from the codebook to maximize the output signal-to-noise ratio (SNR) at receiver, and the receiver only sends back the index of the best beamforming vector to the transmitter. In this paper we derive analytical expression of average bit error rate (BER) for the codebook based transmit beamforming MISO system over the feedback error channel. Using this analytical result, we present optimum codebook indexing scheme to improve the performance of this system. From some selected numerical examples we show that our proposed codebook indexing scheme can provide nonnegligible performance improvements in terms of average BER over the severe feedback error channel.

Towards a Indexing Structure for Querying Product Information in Relational Databases (관계형 데이터베이스 상품 정보 질의 처리를 위한 인덱싱)

  • Lee, Hyu-Nja;Shim, Jun-Ho
    • The Journal of Society for e-Business Studies
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    • v.13 no.4
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    • pp.209-222
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    • 2008
  • The product information can be practically stored and managed, and also queried when we use a relational database. We need to develop a special indexing scheme in order to process the queries to ask for the semantic relationships of the product information. Such semantic relationships include ISA or taxonomy relationships that have the transitive properties. In this paper, we propose an index scheme to effectively process those queries with the transitive property. The proposed index scheme is based on a numbering scheme that has relatively low update cost.

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M-tree based Indexing Method for Effective Image Browsing (효과적인 이미지 브라우징을 위한 M-트리 기반의 인덱싱 방법)

  • Yu, Jeong-Soo;Nang, Jong-Ho
    • Journal of KIISE:Computing Practices and Letters
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    • v.16 no.4
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    • pp.442-446
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    • 2010
  • In this paper we propose an indexing method supporting the browsing scheme for effective image search on large photo database. The proposed method is based on M-tree, a representative indexing scheme on matrix space. While M-tree focuses on the searching efficiency by pruning, it did not consider browsing efficiency directly. This paper proposes node selection method, node splitting method and node splitting conditions for browsing efficiency. According to test results, node cohesion and clustering precision improved 1.5 and twice the original respectively and searching speed also increased twice the original speed.

An Efficient Index Scheme of XML Documents Using Node Range and Pre-Order List (노드 범위와 Pre-Order List를 이용한 XML문서의 효율적 색인기법)

  • Kim Young;Park Sang-Ho;Lee Ju-Hong
    • Journal of Internet Computing and Services
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    • v.7 no.4
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    • pp.23-32
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    • 2006
  • In this paper, we propose indexing method to manage large amount of XML documents efficiently, using the range of node and Pre-Oder List. The most of XML indexing methods are based on path or numbering method. However, the method of path-based indexing method shows disadvantages of performance degradation for join operations of ancestor-descendent relationships, and searching for middle and lower nodes. The method of numbers-scheme based indexing has to number all nodes of XML documents, since search overhead increased and the disk space for indexes was wasted. Therefore, in this paper, we propose a novel indexing method using node ranges and Preorder-Lists to overcome these problems. The proposed method more efficiently stores similar structured XML documents. In addition, our method supports flexible insertion and deletion of XML documents.

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Approximate Top-k Subgraph Matching Scheme Considering Data Reuse in Large Graph Stream Environments (대용량 그래프 스트림 환경에서 데이터 재사용을 고려한 근사 Top-k 서브 그래프 매칭 기법)

  • Choi, Do-Jin;Bok, Kyoung-Soo;Yoo, Jae-Soo
    • The Journal of the Korea Contents Association
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    • v.20 no.8
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    • pp.42-53
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    • 2020
  • With the development of social network services, graph structures have been utilized to represent relationships among objects in various applications. Recently, a demand of subgraph matching in real-time graph streams has been increased. Therefore, an efficient approximate Top-k subgraph matching scheme for low latency in real-time graph streams is required. In this paper, we propose an approximate Top-k subgraph matching scheme considering data reuse in graph stream environments. The proposed scheme utilizes the distributed stream processing platform, called Storm to handle a large amount of stream data. We also utilize an existing data reuse scheme to decrease stream processing costs. We propose a distance based summary indexing technique to generate Top-k subgraph matching results. The proposed summary indexing technique costs very low since it only stores distances among vertices that are selected in advance. Finally, we provide k subgraph matching results to users by performing an approximate Top-k matching on the summary indexing. In order to show the superiority of the proposed scheme, we conduct various performance evaluations in diverse real world datasets.

Location-Based Services for Dynamic Range Queries

  • Park Kwangjin;Song Moonbae;Hwang Chong-Sun
    • Journal of Communications and Networks
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    • v.7 no.4
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    • pp.478-488
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    • 2005
  • To conserve the usage of energy, indexing techniques have been developed in a wireless mobile environment. However, the use of interleaved index segments in a broadcast cycle increases the average access latency for the clients. In this paper, we present the broadcast-based location dependent data delivery scheme (BBS) for dynamic range queries. In the BBS, broadcasted data objects are sorted sequentially based on their locations, and the server broadcasts the location dependent data along with an index segment. Then, we present a data prefetching and caching scheme, designed to reduce the query response time. The performance of this scheme is investigated in relation to various environmental variables, such as the distributions of the data objects, the average speed of the clients, and the size of the service area.

Fast Histogram Extraction Scheme for Histogram-based Image Processing (히스토그램 기반 영상 처리를 위한 압축영역에서의 고속 히스토그램 추출 기법)

  • Park, Jun-Hyung;Eom, Min-Young;Choe, Yoon-Sik
    • Proceedings of the KIEE Conference
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    • 2006.04a
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    • pp.21-23
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    • 2006
  • Due to development of Internet network environments and data compression techniques, the size and amount of multimedia data has greatly increased. They are compressed before transmission or storage. Dealing with these compressed data such as video retrieval or indexing requires the decoding procedure most of the time. In video retrieval and indexing a color histogram is one of the most frequently used tools. We propose a novel scheme for extracting color histograms from images transformed into the compressed domain using $8{times}8$ DCT(Discrete Cosine Transform). In this scheme an averaged version of original image is obtained by filtering DCT coefficients with a filter we destined.

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