Modeling data mining processes in computational multi-agent systems
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F11%3A10103676" target="_blank" >RIV/00216208:11320/11:10103676 - isvavai.cz</a>
Alternative codes found
RIV/67985807:_____/11:00375392
Result on the web
<a href="http://dx.doi.org/10.1109/WI-IAT.2011.233" target="_blank" >http://dx.doi.org/10.1109/WI-IAT.2011.233</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/WI-IAT.2011.233" target="_blank" >10.1109/WI-IAT.2011.233</a>
Alternative languages
Result language
angličtina
Original language name
Modeling data mining processes in computational multi-agent systems
Original language description
In this paper, we formalize the role-based model of computational multi-agent system (MAS) solving data mining tasks in description logic (DL). MAS represents a promising approach for complicated data mining tasks due to its configuration flexibility andparallel processing. This is exploited in encapsulation of computational modeling, pre-processing and post-processing methods reflecting industrial standard specifications. The ontology of computational agents'' capabilities is proposed and included inthe model. The ontology agent, which implements the DL model, supports matchmaking, system integrity checking and automated creation of the system.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
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Result continuities
Project
Result was created during the realization of more than one project. More information in the Projects tab.
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
Proceedings of the International Conference on Management of Emergent Digital EcoSystems
ISBN
978-1-4503-1047-5
ISSN
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e-ISSN
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Number of pages
7
Pages from-to
61-67
Publisher name
ACM
Place of publication
New York, NY, USA
Event location
San Francisco, California
Event date
Nov 21, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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