234202

ONTOLOGY-BASED DATA ACCESS TO HETEROGENEOUS DATA SOURCES: STATE OF THE ART APPROACHES AND APPLICATIONS

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Last updated: 03 Jan 2025

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Abstract

The evolution of heterogeneous data residing in various kinds of data sources (e.g., relational, XML, document stores, etc.) raises the need to provide a unified view over them. Ontology Based Data Access (OBDA) is a semantic web technology that comprises a set of algorithms and techniques for dealing with data heterogeneity. Ontologies are utilized in OBDA to provide a global view over various local datasets; and mappings are typically employed to define the relationships between them in two ways: data translation, query translation. In data translation, original data is transformed and materialized according to the global view. Whereas in query translation, queries written according to the global schema are transformed into the query language supported by the original data sources and evaluated in the original data management systems. In this paper, we present the framework of OBDA by discussing the main components of ontology-based data access, techniques, applications and future challenges.

DOI

10.21608/ijicis.2022.110450.1144

Keywords

Data Integration, OBDA, Mapping Layer, Query translation

Authors

First Name

Naglaa

Last Name

Fathy

MiddleName

-

Affiliation

Faculty of Computer and Information Sciences, Ain Shams University. Cairo, Egypt

Email

naglaa_fathy@cis.asu.edu.eg

City

-

Orcid

-

First Name

Walaa

Last Name

Gad

MiddleName

-

Affiliation

Information Systems Department, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, Egypt

Email

walaagad@cis.asu.edu.eg

City

cairo

Orcid

0000-0002-7816-3518

First Name

Nagwa

Last Name

Badr

MiddleName

-

Affiliation

Department of Information Systems, Faculty of Computer and Information Sciences, Ain Shams University, Cairo, 11566, Egypt

Email

nagwabadr@cis.asu.edu.eg

City

-

Orcid

0000-0002-5382-1385

First Name

Mohamed

Last Name

Hashem

MiddleName

-

Affiliation

Department of Information Systems, Faculty of Computers and Information Sciences, Ain Shams University,Cairo , Egypt

Email

mhashem@cis.asu.edu.eg

City

-

Orcid

-

Volume

22

Article Issue

2

Related Issue

34382

Issue Date

2022-05-01

Receive Date

2021-12-09

Publish Date

2022-05-01

Page Start

74

Page End

83

Print ISSN

1687-109X

Online ISSN

2535-1710

Link

https://ijicis.journals.ekb.eg/article_234202.html

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https://ijicis.journals.ekb.eg/service?article_code=234202

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6

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Original Article

Type Code

494

Publication Type

Journal

Publication Title

International Journal of Intelligent Computing and Information Sciences

Publication Link

https://ijicis.journals.ekb.eg/

MainTitle

ONTOLOGY-BASED DATA ACCESS TO HETEROGENEOUS DATA SOURCES: STATE OF THE ART APPROACHES AND APPLICATIONS

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Article

Created At

22 Jan 2023