Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission Profile
The routes of warplanes are planned confidentially, and they are not shared with any organization in advance. In some cases, border violations may occur, and as a result, it increases the tension between two states. This situation puts many people at risk and impairs the prestige of the state both e...
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| Format: | Article |
| Language: | English |
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Sakarya University
2020-10-01
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| Series: | Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
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| Online Access: | https://dergipark.org.tr/tr/download/article-file/1027551 |
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| author | Sinan Hanay Emre Çintaş Barış Özyer |
| author_facet | Sinan Hanay Emre Çintaş Barış Özyer |
| author_sort | Sinan Hanay |
| collection | DOAJ |
| description | The routes of warplanes are planned confidentially, and they are not shared with any organization in advance. In some cases, border violations may occur, and as a result, it increases the tension between two states. This situation puts many people at risk and impairs the prestige of the state both economically and socially. In this paper, Ontology-Based Instantaneous Route Suggestion System (SUARSIS) based on semantic approach is proposed to predict and plan routes of warplanes before they reach their target. In the proposed system, we developed an architecture called Ontology-based Route Suggestion by using the OWL (Web Ontology Language) language with realistic data. The aircraft model, aircraft fuel system, features of the military field, and the relations in the semantic context are logically defined through ontology. Synthetic scenarios were created to validate the accuracy of the proposed method. Experimental results show that the proposed system has a good performance on predicting warplane routes. |
| format | Article |
| id | doaj-art-3c93fa403fd44995a62967b1ed1c2d1a |
| institution | OA Journals |
| issn | 2147-835X |
| language | English |
| publishDate | 2020-10-01 |
| publisher | Sakarya University |
| record_format | Article |
| series | Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi |
| spelling | doaj-art-3c93fa403fd44995a62967b1ed1c2d1a2025-08-20T02:31:40ZengSakarya UniversitySakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi2147-835X2020-10-0124580381810.16984/saufenbilder.71110928Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission ProfileSinan Hanay0https://orcid.org/0000-0002-3331-5936Emre Çintaş1https://orcid.org/0000-0002-4954-5816Barış Özyer2https://orcid.org/0000-0003-0117-6983Erzurum Technical University, Faculty of Engineering, Department of Computer EngineeringAtatürk University, Faculty of Engineering, Department of Computer EngineeringAtatürk University, Faculty of Engineering, Department of Computer EngineeringThe routes of warplanes are planned confidentially, and they are not shared with any organization in advance. In some cases, border violations may occur, and as a result, it increases the tension between two states. This situation puts many people at risk and impairs the prestige of the state both economically and socially. In this paper, Ontology-Based Instantaneous Route Suggestion System (SUARSIS) based on semantic approach is proposed to predict and plan routes of warplanes before they reach their target. In the proposed system, we developed an architecture called Ontology-based Route Suggestion by using the OWL (Web Ontology Language) language with realistic data. The aircraft model, aircraft fuel system, features of the military field, and the relations in the semantic context are logically defined through ontology. Synthetic scenarios were created to validate the accuracy of the proposed method. Experimental results show that the proposed system has a good performance on predicting warplane routes.https://dergipark.org.tr/tr/download/article-file/1027551route suggestion systemsemantic webontologyintelligent search engineswarplanes |
| spellingShingle | Sinan Hanay Emre Çintaş Barış Özyer Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission Profile Sakarya Üniversitesi Fen Bilimleri Enstitüsü Dergisi route suggestion system semantic web ontology intelligent search engines warplanes |
| title | Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission Profile |
| title_full | Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission Profile |
| title_fullStr | Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission Profile |
| title_full_unstemmed | Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission Profile |
| title_short | Ontology-based Instantaneous Route Suggestion of Enemy Warplanes with Unknown Mission Profile |
| title_sort | ontology based instantaneous route suggestion of enemy warplanes with unknown mission profile |
| topic | route suggestion system semantic web ontology intelligent search engines warplanes |
| url | https://dergipark.org.tr/tr/download/article-file/1027551 |
| work_keys_str_mv | AT sinanhanay ontologybasedinstantaneousroutesuggestionofenemywarplaneswithunknownmissionprofile AT emrecintas ontologybasedinstantaneousroutesuggestionofenemywarplaneswithunknownmissionprofile AT barısozyer ontologybasedinstantaneousroutesuggestionofenemywarplaneswithunknownmissionprofile |