Agent-Based Data Integration Framework

Agent-Based Data Integration Framework

Combining data from diverse, heterogeneous sources while facilitating a unified access to it is an important (albeit difficult) task. There are various possibilities of performing it. In this publication, we propose and describe an agent-based framework dedicated to acquiring and processing distribu...

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Bibliographic Details
Main Author: Łukasz Faber
Format: Article
Language:English
Published: AGH University of Science and Technology Press 2014-01-01
Series:Computer Science
Subjects:
data integration
multi-agent systems
Online Access:http://journals.agh.edu.pl/csci/article/download/1051/982
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spelling doaj-389bb78f5d714dba99285daa8c6b06462020-11-24T21:06:43ZengAGH University of Science and Technology PressComputer Science1508-28062014-01-0115438910.7494/csci.2014.15.4.389Agent-Based Data Integration FrameworkŁukasz Faber0AGH University of Science and Technology, Department of Computer Science, KrakowCombining data from diverse, heterogeneous sources while facilitating a unified access to it is an important (albeit difficult) task. There are various possibilities of performing it. In this publication, we propose and describe an agent-based framework dedicated to acquiring and processing distributed, heterogeneous data collected from diverse sources (e.g., the Internet, external software, relational, and document databases). Using this multi-agent-based approach in the aspects of the general architecture (the organization and management of the framework), we create a proof-of-concept implementation. The approach is presented using a sample scenario in which the system is used to search for personal and professional profiles of scientists.http://journals.agh.edu.pl/csci/article/download/1051/982data integrationmulti-agent systems
collection DOAJ
language English
format Article
sources DOAJ
author Łukasz Faber
spellingShingle Łukasz Faber
Agent-Based Data Integration Framework
Computer Science
data integration
multi-agent systems
author_facet Łukasz Faber
author_sort Łukasz Faber
title Agent-Based Data Integration Framework
title_short Agent-Based Data Integration Framework
title_full Agent-Based Data Integration Framework
title_fullStr Agent-Based Data Integration Framework
title_full_unstemmed Agent-Based Data Integration Framework
title_sort agent-based data integration framework
publisher AGH University of Science and Technology Press
series Computer Science
issn 1508-2806
publishDate 2014-01-01
description Combining data from diverse, heterogeneous sources while facilitating a unified access to it is an important (albeit difficult) task. There are various possibilities of performing it. In this publication, we propose and describe an agent-based framework dedicated to acquiring and processing distributed, heterogeneous data collected from diverse sources (e.g., the Internet, external software, relational, and document databases). Using this multi-agent-based approach in the aspects of the general architecture (the organization and management of the framework), we create a proof-of-concept implementation. The approach is presented using a sample scenario in which the system is used to search for personal and professional profiles of scientists.
topic data integration
multi-agent systems
url http://journals.agh.edu.pl/csci/article/download/1051/982
work_keys_str_mv AT łukaszfaber agentbaseddataintegrationframework
_version_ 1716764988904833024

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