A Reasoning Algorithm Embedded in a Knowledge Management System
The importance of this paper consists of demonstrating the possibility of employing an expert Knowledge Management System (KMS) in problems of process control and planning, using imprecise knowledge. It was necessary to continuously adapt known models (e.g. theory of possibilities, discrete event sy...
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| Format: | Article |
| Language: | English |
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Dunarea de Jos University of Galati
2015-09-01
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| Series: | Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics |
| Online Access: | http://www.eia.feaa.ugal.ro/images/eia/2015_2/MazilescuV.pdf |
| _version_ | 1811279728444702720 |
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| author | Vasile Mazilescu |
| author_facet | Vasile Mazilescu |
| author_sort | Vasile Mazilescu |
| collection | DOAJ |
| description | The importance of this paper consists of demonstrating the possibility of employing an expert Knowledge Management System (KMS) in problems of process control and planning, using imprecise knowledge. It was necessary to continuously adapt known models (e.g. theory of possibilities, discrete event systems) to synthesize a control structure based on fuzzy knowledge. We also tried to conceptually develop a multi-agent real control structure, which is a solution to meet a series of demands on the complexity of the process control. Such systems, especially those based on communication between agents by sharing memory, bring up features well suited for real-time applications, such as: integration of heterogeneous agents, interaction between activities of acquisition, reasoning and action on the external environment, fusion of data coming from sensors of different nature and operation, flexibility and efficiency in the integration of new data needed for reasoning, by simply writing them in the common memory. |
| first_indexed | 2024-04-13T01:00:50Z |
| format | Article |
| id | doaj.art-6a2f1885c1dc4172a6e4f2efc9e0faa8 |
| institution | Directory Open Access Journal |
| issn | 1584-0409 1584-0409 |
| language | English |
| last_indexed | 2024-04-13T01:00:50Z |
| publishDate | 2015-09-01 |
| publisher | Dunarea de Jos University of Galati |
| record_format | Article |
| series | Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics |
| spelling | doaj.art-6a2f1885c1dc4172a6e4f2efc9e0faa82022-12-22T03:09:29ZengDunarea de Jos University of GalatiAnnals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics1584-04091584-04092015-09-01212108114A Reasoning Algorithm Embedded in a Knowledge Management SystemVasile MazilescuThe importance of this paper consists of demonstrating the possibility of employing an expert Knowledge Management System (KMS) in problems of process control and planning, using imprecise knowledge. It was necessary to continuously adapt known models (e.g. theory of possibilities, discrete event systems) to synthesize a control structure based on fuzzy knowledge. We also tried to conceptually develop a multi-agent real control structure, which is a solution to meet a series of demands on the complexity of the process control. Such systems, especially those based on communication between agents by sharing memory, bring up features well suited for real-time applications, such as: integration of heterogeneous agents, interaction between activities of acquisition, reasoning and action on the external environment, fusion of data coming from sensors of different nature and operation, flexibility and efficiency in the integration of new data needed for reasoning, by simply writing them in the common memory.http://www.eia.feaa.ugal.ro/images/eia/2015_2/MazilescuV.pdf |
| spellingShingle | Vasile Mazilescu A Reasoning Algorithm Embedded in a Knowledge Management System Annals of Dunarea de Jos University. Fascicle I : Economics and Applied Informatics |
| title | A Reasoning Algorithm Embedded in a Knowledge Management System |
| title_full | A Reasoning Algorithm Embedded in a Knowledge Management System |
| title_fullStr | A Reasoning Algorithm Embedded in a Knowledge Management System |
| title_full_unstemmed | A Reasoning Algorithm Embedded in a Knowledge Management System |
| title_short | A Reasoning Algorithm Embedded in a Knowledge Management System |
| title_sort | reasoning algorithm embedded in a knowledge management system |
| url | http://www.eia.feaa.ugal.ro/images/eia/2015_2/MazilescuV.pdf |
| work_keys_str_mv | AT vasilemazilescu areasoningalgorithmembeddedinaknowledgemanagementsystem AT vasilemazilescu reasoningalgorithmembeddedinaknowledgemanagementsystem |