INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATION
The article considers the problem of creating a multi-agent models integrating heterogeneous prior knowledge about the subject of research in order to ensure the possibility of combining the analytical information from different domains in intellectual information systems. The solution of this probl...
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| Format: | Article |
| Language: | English |
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Plekhanov Russian University of Economics
2016-05-01
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| Series: | Открытое образование (Москва) |
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| Online Access: | https://openedu.rea.ru/jour/article/view/113 |
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| _version_ | 1839574863803580416 |
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| author | Yury A. Kravchenko Markov V. Vladimir |
| author_facet | Yury A. Kravchenko Markov V. Vladimir |
| author_sort | Yury A. Kravchenko |
| collection | DOAJ |
| description | The article considers the problem of creating a multi-agent models integrating heterogeneous prior knowledge about the subject of research in order to ensure the possibility of combining the analytical information from different domains in intellectual information systems. The solution of this problem is demonstrated by the example of the method of students cognitive personality traits researches results integration and artificial intelligence technologies to create cognitive styles of diagnostic systems with the further individual paths, education models and reference groups development, based on the theory of multi-agent systems. The considered models’ investigation was conducted based on apparatus simulation of Petri nets. |
| format | Article |
| id | doaj-art-f3786df3ba1e4a28b3aa48ac7f209e4c |
| institution | Matheson Library |
| issn | 1818-4243 2079-5939 |
| language | English |
| publishDate | 2016-05-01 |
| publisher | Plekhanov Russian University of Economics |
| record_format | Article |
| series | Открытое образование (Москва) |
| spelling | doaj-art-f3786df3ba1e4a28b3aa48ac7f209e4c2025-08-04T13:13:04ZengPlekhanov Russian University of EconomicsОткрытое образование (Москва)1818-42432079-59392016-05-0103(104758010.21686/1818-4243-2014-3(104-75-80112INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATIONYury A. Kravchenko0Markov V. Vladimir1Southern federal universitySouthern federal universityThe article considers the problem of creating a multi-agent models integrating heterogeneous prior knowledge about the subject of research in order to ensure the possibility of combining the analytical information from different domains in intellectual information systems. The solution of this problem is demonstrated by the example of the method of students cognitive personality traits researches results integration and artificial intelligence technologies to create cognitive styles of diagnostic systems with the further individual paths, education models and reference groups development, based on the theory of multi-agent systems. The considered models’ investigation was conducted based on apparatus simulation of Petri nets.https://openedu.rea.ru/jour/article/view/113cognitive stylesinformation systemsintelligent agentsindividual trajectorieseducational modelsreference groupsheterogeneous knowledge |
| spellingShingle | Yury A. Kravchenko Markov V. Vladimir INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATION Открытое образование (Москва) cognitive styles information systems intelligent agents individual trajectories educational models reference groups heterogeneous knowledge |
| title | INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATION |
| title_full | INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATION |
| title_fullStr | INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATION |
| title_full_unstemmed | INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATION |
| title_short | INTEGRATION OF HETEROGENEOUS KNOWLEDGE IN INTELLECTUAL INFORMATION SYSTEMS BASED ON MULTI-AGENT SIMULATION |
| title_sort | integration of heterogeneous knowledge in intellectual information systems based on multi agent simulation |
| topic | cognitive styles information systems intelligent agents individual trajectories educational models reference groups heterogeneous knowledge |
| url | https://openedu.rea.ru/jour/article/view/113 |
| work_keys_str_mv | AT yuryakravchenko integrationofheterogeneousknowledgeinintellectualinformationsystemsbasedonmultiagentsimulation AT markovvvladimir integrationofheterogeneousknowledgeinintellectualinformationsystemsbasedonmultiagentsimulation |