An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public Organizations
In the construction of knowledge bases, it is very important to evaluate the quality of the knowledge entered into them. This is exacerbated in public administrations, where knowledge should be oriented towards public services. In this study, an artificial intelligence-based method for the evaluatio...
| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
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MDPI AG
2023-10-01
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| Series: | Applied Sciences |
| Subjects: | |
| Online Access: | https://www.mdpi.com/2076-3417/13/21/11796 |
| _version_ | 1797632236136169472 |
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| author | María S. García-González Enrique Paniagua-Arís Rodrigo Martínez-Béjar Juan A. López-Caballero Alessandro Gasparetto |
| author_facet | María S. García-González Enrique Paniagua-Arís Rodrigo Martínez-Béjar Juan A. López-Caballero Alessandro Gasparetto |
| author_sort | María S. García-González |
| collection | DOAJ |
| description | In the construction of knowledge bases, it is very important to evaluate the quality of the knowledge entered into them. This is exacerbated in public administrations, where knowledge should be oriented towards public services. In this study, an artificial intelligence-based method for the evaluation of knowledge is described. This method takes advantage of the structure and contents of the knowledge representation schemas (representing the knowledge of the corresponding experts) to carry out knowledge evaluation. More precisely, the method allows the various comparisons between the schemas to be integrated and the overall schema to evaluate the contribution of each schema. |
| first_indexed | 2024-03-11T11:34:03Z |
| format | Article |
| id | doaj.art-d5f867f6969f41868a1c7e37732f86e0 |
| institution | Directory Open Access Journal |
| issn | 2076-3417 |
| language | English |
| last_indexed | 2024-03-11T11:34:03Z |
| publishDate | 2023-10-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Applied Sciences |
| spelling | doaj.art-d5f867f6969f41868a1c7e37732f86e02023-11-10T14:58:45ZengMDPI AGApplied Sciences2076-34172023-10-0113211179610.3390/app132111796An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public OrganizationsMaría S. García-González0Enrique Paniagua-Arís1Rodrigo Martínez-Béjar2Juan A. López-Caballero3Alessandro Gasparetto4Department of Information and Documentation, Faculty of Communication and Documentation, University of Murcia, 30100 Murcia, SpainDepartment of Information and Comunications Engineerting, Faculty of Computer Science, University of Murcia, 30100 Murcia, SpainDepartment of Information and Comunications Engineerting, Faculty of Computer Science, University of Murcia, 30100 Murcia, SpainFoundation for the Knowledge Society, 30108 Murcia, SpainPolytechnic Department of Engineering and Architecture, University of Udine, 33100 Udine, ItalyIn the construction of knowledge bases, it is very important to evaluate the quality of the knowledge entered into them. This is exacerbated in public administrations, where knowledge should be oriented towards public services. In this study, an artificial intelligence-based method for the evaluation of knowledge is described. This method takes advantage of the structure and contents of the knowledge representation schemas (representing the knowledge of the corresponding experts) to carry out knowledge evaluation. More precisely, the method allows the various comparisons between the schemas to be integrated and the overall schema to evaluate the contribution of each schema.https://www.mdpi.com/2076-3417/13/21/11796knowledge managementartificial intelligencecollective intelligenceontology |
| spellingShingle | María S. García-González Enrique Paniagua-Arís Rodrigo Martínez-Béjar Juan A. López-Caballero Alessandro Gasparetto An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public Organizations Applied Sciences knowledge management artificial intelligence collective intelligence ontology |
| title | An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public Organizations |
| title_full | An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public Organizations |
| title_fullStr | An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public Organizations |
| title_full_unstemmed | An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public Organizations |
| title_short | An Artificial Intelligence-Based Model for Knowledge Evaluation and Integration in Public Organizations |
| title_sort | artificial intelligence based model for knowledge evaluation and integration in public organizations |
| topic | knowledge management artificial intelligence collective intelligence ontology |
| url | https://www.mdpi.com/2076-3417/13/21/11796 |
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