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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| Format: | Article |
| Language: | English |
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AGH University of Science and Technology Press
2014-01-01
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| Series: | Computer Science |
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| Online Access: | http://journals.agh.edu.pl/csci/article/download/1051/982 |
| _version_ | 1811192453716246528 |
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| author | Łukasz Faber |
| author_facet | Łukasz Faber |
| author_sort | Łukasz Faber |
| collection | DOAJ |
| 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. |
| first_indexed | 2024-04-11T23:52:51Z |
| format | Article |
| id | doaj.art-389bb78f5d714dba99285daa8c6b0646 |
| institution | Directory Open Access Journal |
| issn | 1508-2806 |
| language | English |
| last_indexed | 2024-04-11T23:52:51Z |
| publishDate | 2014-01-01 |
| publisher | AGH University of Science and Technology Press |
| record_format | Article |
| series | Computer Science |
| spelling | doaj.art-389bb78f5d714dba99285daa8c6b06462022-12-22T03:56:26ZengAGH 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 |
| spellingShingle | Łukasz Faber Agent-Based Data Integration Framework Computer Science data integration multi-agent systems |
| title | 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_short | Agent-Based Data Integration Framework |
| title_sort | agent based data integration framework |
| topic | data integration multi-agent systems |
| url | http://journals.agh.edu.pl/csci/article/download/1051/982 |
| work_keys_str_mv | AT łukaszfaber agentbaseddataintegrationframework |