Conceptual knowledge modeling on the basis of natural classification
Електронного архіву Харківського національного університету радіоелектроніки (Open Access Repository of KHNURE)
Переглянути архів Інформація| Поле | Співвідношення | |
| Title |
Conceptual knowledge modeling on the basis of natural classification
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| Creator |
Данилов, А. Д.
Соловйова, К. О. Бондаренко, М. Ф. |
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| Subject |
conceptual knowledge
knowledge systematization natural classification ontology systemological classification analysis social network hierarchy systemology artificial intelligence |
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| Description |
It is difficult to exaggerate the importance, the urgency and complexity of “good” classifications creation, especially in knowledge management, artificial intelligence, decision making. To what extend it is possible within a short paper, the peculiarities and advantages of the new system method of the systemological classification analysis for the classifications of concepts creation were discussed. It is noted that the applying of the natural classification criteria improves considerably the quality and the power of the classification knowledge models and ontologies, allows taking into account the deep knowledge of any, including ill-structured, domains. In the process of the research conduction the system models of the domain fragment of the ontologies on the basis of the parametric classification were created. Some results of the actual domain “Social Networks in Internet” analysis and modelling and the ontology fragments, realized in the ontologies engineering tool Protégé 3.2, are also considered. The systemological classification analysis application has allowed proving the obtained classifications of social networks functions, taking into account the objects essential properties. It has also successfully recommended itself for deep knowledge acquisition; the basic hierarchy of classes, “good” classifications and ontologies creation; possesses predictive power, simple logically relevant structure, ensures the possibility of the correct inference on knowledge.
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| Date |
2018-06-11T16:39:54Z
2018-06-11T16:39:54Z 2010 |
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| Type |
Article
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| Identifier |
Bondarenko M. Conceptual knowledge modeling on the basis of natural classification / M. Bondarenko, К. Solovyova, A. Danilov // International Journal “Information Theories and Applications”. – 2010. – Volume 17, Number 4. – Рp. 373 -386.
1310-0513 http://openarchive.nure.ua/handle/document/6092 |
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| Language |
en
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| Publisher |
ITHEA
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