Ontology based knowledge management and learning in multi-agent system

Dariusz Choinski; Michal Senik

doi:10.1007/978-3-642-30947-2_10

Ontology based knowledge management and learning in multi-agent system

Dariusz Choinski
, Michal Senik

Department of Automatic Control and Robotics (RAU/RAU3)

Silesian University of Technology

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

7 Citations (Scopus)

Abstract

This paper presents implementation of an algorithm that handles knowledge management and learning processes which are implemented in the existing Multi-Agent System (MAS). Both presented knowledge management and learning mechanisms are based on the implemented ontology mechanisms. Proposed MAS solution is based on the Java Agent Development (JADE) framework which is a Java based tool that supports creation of FIPA (Foundation for Intelligent Physical Agents) compliant agents. It integrates with various different OPC (OLE for Process Control) and database servers simultaneously. OPC is an open automation communication interface that is used to retrieve and analysis of various different real time data from the various different remote process controllers. To integrate OPC automation interface, presented MAS utilize Java Native Interface (JNI) which is a bridge between a Java and native programming languages. Presented MAS establishes database cooperation by means of the NHibernate entity framework which is a .Net platform specific, object relational mapper (ORM). Integration with .Net platform is performed by means of the highly refactored JADE Sharp module add-on which enables creation .Net agents compliant with the JADE framework.

Original language	English
Title of host publication	Agent and Multi-Agent Systems
Subtitle of host publication	Technologies and Applications - 6th KES International Conference, KES-AMSTA 2012, Proceedings
Pages	65-74
Number of pages	10
DOIs	https://doi.org/10.1007/978-3-642-30947-2_10
Publication status	Published - 2012
Event	6th KES International Conference on Agent and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2012 - Dubrovnik, Croatia Duration: 25 Jun 2012 → 27 Jun 2012

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	7327 LNAI
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	6th KES International Conference on Agent and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2012
Country/Territory	Croatia
City	Dubrovnik
Period	25/06/12 → 27/06/12

Keywords

.Net
FIPA
JADE
Java
Multi-Agent Systems
NHibernate
OPC
XML
concurrent programming
hybrid systems
knowledge sharing
learning

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-642-30947-2_10

Cite this

Choinski, D., & Senik, M. (2012). Ontology based knowledge management and learning in multi-agent system. In Agent and Multi-Agent Systems: Technologies and Applications - 6th KES International Conference, KES-AMSTA 2012, Proceedings (pp. 65-74). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7327 LNAI). https://doi.org/10.1007/978-3-642-30947-2_10

Choinski, Dariusz ; Senik, Michal. / Ontology based knowledge management and learning in multi-agent system. Agent and Multi-Agent Systems: Technologies and Applications - 6th KES International Conference, KES-AMSTA 2012, Proceedings. 2012. pp. 65-74 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Ontology based knowledge management and learning in multi-agent system",

abstract = "This paper presents implementation of an algorithm that handles knowledge management and learning processes which are implemented in the existing Multi-Agent System (MAS). Both presented knowledge management and learning mechanisms are based on the implemented ontology mechanisms. Proposed MAS solution is based on the Java Agent Development (JADE) framework which is a Java based tool that supports creation of FIPA (Foundation for Intelligent Physical Agents) compliant agents. It integrates with various different OPC (OLE for Process Control) and database servers simultaneously. OPC is an open automation communication interface that is used to retrieve and analysis of various different real time data from the various different remote process controllers. To integrate OPC automation interface, presented MAS utilize Java Native Interface (JNI) which is a bridge between a Java and native programming languages. Presented MAS establishes database cooperation by means of the NHibernate entity framework which is a .Net platform specific, object relational mapper (ORM). Integration with .Net platform is performed by means of the highly refactored JADE Sharp module add-on which enables creation .Net agents compliant with the JADE framework.",

keywords = ".Net, FIPA, JADE, Java, Multi-Agent Systems, NHibernate, OPC, XML, concurrent programming, hybrid systems, knowledge sharing, learning",

author = "Dariusz Choinski and Michal Senik",

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language = "English",

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series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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Choinski, D & Senik, M 2012, Ontology based knowledge management and learning in multi-agent system. in Agent and Multi-Agent Systems: Technologies and Applications - 6th KES International Conference, KES-AMSTA 2012, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 7327 LNAI, pp. 65-74, 6th KES International Conference on Agent and Multi-Agent Systems: Technologies and Applications, KES-AMSTA 2012, Dubrovnik, Croatia, 25/06/12. https://doi.org/10.1007/978-3-642-30947-2_10

Ontology based knowledge management and learning in multi-agent system. / Choinski, Dariusz; Senik, Michal.
Agent and Multi-Agent Systems: Technologies and Applications - 6th KES International Conference, KES-AMSTA 2012, Proceedings. 2012. p. 65-74 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 7327 LNAI).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Senik, Michal

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AB - This paper presents implementation of an algorithm that handles knowledge management and learning processes which are implemented in the existing Multi-Agent System (MAS). Both presented knowledge management and learning mechanisms are based on the implemented ontology mechanisms. Proposed MAS solution is based on the Java Agent Development (JADE) framework which is a Java based tool that supports creation of FIPA (Foundation for Intelligent Physical Agents) compliant agents. It integrates with various different OPC (OLE for Process Control) and database servers simultaneously. OPC is an open automation communication interface that is used to retrieve and analysis of various different real time data from the various different remote process controllers. To integrate OPC automation interface, presented MAS utilize Java Native Interface (JNI) which is a bridge between a Java and native programming languages. Presented MAS establishes database cooperation by means of the NHibernate entity framework which is a .Net platform specific, object relational mapper (ORM). Integration with .Net platform is performed by means of the highly refactored JADE Sharp module add-on which enables creation .Net agents compliant with the JADE framework.

KW - .Net

KW - FIPA

KW - JADE

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KW - Multi-Agent Systems

KW - NHibernate

KW - OPC

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KW - concurrent programming

KW - hybrid systems

KW - knowledge sharing

KW - learning

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M3 - Conference contribution

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SP - 65

EP - 74

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Y2 - 25 June 2012 through 27 June 2012

ER -

Choinski D, Senik M. Ontology based knowledge management and learning in multi-agent system. In Agent and Multi-Agent Systems: Technologies and Applications - 6th KES International Conference, KES-AMSTA 2012, Proceedings. 2012. p. 65-74. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-642-30947-2_10

Ontology based knowledge management and learning in multi-agent system

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

Access to Document

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