D 2009

Indexing Structure for Graph-Structured Data

BARTOŇ, Stanislav and Pavel ZEZULA

Basic information

Original name

Indexing Structure for Graph-Structured Data

Name in Czech

Indexing Structure for Graph-Structured Data

Authors

BARTOŇ, Stanislav (203 Czech Republic, guarantor, belonging to the institution) and Pavel ZEZULA (203 Czech Republic, belonging to the institution)

Edition

1. vyd. Berlin, Studies in Computational Intelligence, Volume 165, Mining Complex Data, p. 167-188, 22 pp. 2009

Publisher

Springer Berlin / Heidelberg

Other information

Language

English

Type of outcome

Stať ve sborníku

Field of Study

10201 Computer sciences, information science, bioinformatics

Country of publisher

France

Confidentiality degree

není předmětem státního či obchodního tajemství

Publication form

printed version "print"

RIV identification code

RIV/00216224:14330/09:00065769

Organization unit

Faculty of Informatics

ISBN

978-3-540-88066-0

ISSN

Keywords in English

graph structured data; rho-index; citation analysis

Tags

International impact, Reviewed
Změněno: 28/4/2014 11:33, RNDr. Pavel Šmerk, Ph.D.

Abstract

V originále

An own design of an indexing structure for general graph structured data called Rho-index that allows an effective processing of special path queries is presented. These special queries represent for example a search for all paths lying between two arbitrary vertices limited to a certain path length. The Rho-index is a multilevel balanced tree structure where each node is created with a certain graph transformation and described by modified adjacency matrix. Hence, Rho-index indexes all the paths to a predefined length l inclusive. The search algorithm is then able to find all the paths shorter than or having the length l and some of the paths longer then the predefined l lying between any two vertices in the indexed graph. The designed search algorithm exploits a special graph structure, a transcription graph, to compute the result using the Rho-index. We also present an experimental evaluation of the process of creating the Rho-index on graphs with different sizes and also a complexity evaluation of the search algorithm that uses the Rho-index.

In Czech

An own design of an indexing structure for general graph structured data called Rho-index that allows an effective processing of special path queries is presented. These special queries represent for example a search for all paths lying between two arbitrary vertices limited to a certain path length. The Rho-index is a multilevel balanced tree structure where each node is created with a certain graph transformation and described by modified adjacency matrix. Hence, Rho-index indexes all the paths to a predefined length l inclusive. The search algorithm is then able to find all the paths shorter than or having the length l and some of the paths longer then the predefined l lying between any two vertices in the indexed graph. The designed search algorithm exploits a special graph structure, a transcription graph, to compute the result using the Rho-index. We also present an experimental evaluation of the process of creating the Rho-index on graphs with different sizes and also a complexity evaluation of the search algorithm that uses the Rho-index.

Links

GP201/07/P240, research and development project
Name: Distribuované indexační struktury pro podobnostní hledání
Investor: Czech Science Foundation, Distributed Index Structures for Similarity Searching
1ET100300419, research and development project
Name: Inteligentní modely, algoritmy, metody a nástroje pro vytváření sémantického webu
Investor: Academy of Sciences of the Czech Republic, Intelligent Models, Algorithms, Methods and Tools for the Semantic Web (realization)