A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary Concepts
The concept of a mission is important to system design and development, especially in system of systems (SoS) engineering. However, the diverse usage of the term ’mission’ across disciplines often results in ambiguity regarding its role in practical applications in mission-centric engineering tasks....
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| Format: | Article |
| Language: | English |
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MDPI AG
2024-12-01
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| Series: | Systems |
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| Online Access: | https://www.mdpi.com/2079-8954/12/12/567 |
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| author | Zelalem Mihret Belay Jakob Axelsson |
| author_facet | Zelalem Mihret Belay Jakob Axelsson |
| author_sort | Zelalem Mihret Belay |
| collection | DOAJ |
| description | The concept of a mission is important to system design and development, especially in system of systems (SoS) engineering. However, the diverse usage of the term ’mission’ across disciplines often results in ambiguity regarding its role in practical applications in mission-centric engineering tasks. Clearly defined and precisely represented missions improve communication among stakeholders and help bridge interdisciplinary gaps. This study aims to investigate and analyze the state of the art for mission conceptualizations and representations and proposes a unified mission ontology (UMO) that improves semantic interoperability across various domains. To achieve this goal, we conducted a systematic literature review (SLR) to examine how missions are conceptualized and represented, analyzed the findings to obtain insight about cross-domain concepts related to missions, and developed a UMO that can be adapted to domain specific applications. The UMO facilitates semantic interoperability across domains through a high-level abstraction of shared concepts. To validate the comprehensiveness and adaptability of the UMO, we conducted coverage analysis using semantic similarity estimates to assess the equivalence of ontological concepts. This evaluation quantified the extent to which concepts from various domain-specific ontologies, including the mission engineering guideline, align with those in the UMO. |
| format | Article |
| id | doaj-art-2f8db886b2d74e9a80d19c287b9b7820 |
| institution | Kabale University |
| issn | 2079-8954 |
| language | English |
| publishDate | 2024-12-01 |
| publisher | MDPI AG |
| record_format | Article |
| series | Systems |
| spelling | doaj-art-2f8db886b2d74e9a80d19c287b9b78202024-12-27T14:55:48ZengMDPI AGSystems2079-89542024-12-01121256710.3390/systems12120567A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary ConceptsZelalem Mihret Belay0Jakob Axelsson1Computer Science and Software Engineering, Mälardalen University, 721 23 Västerås, SwedenComputer Science and Software Engineering, Mälardalen University, 721 23 Västerås, SwedenThe concept of a mission is important to system design and development, especially in system of systems (SoS) engineering. However, the diverse usage of the term ’mission’ across disciplines often results in ambiguity regarding its role in practical applications in mission-centric engineering tasks. Clearly defined and precisely represented missions improve communication among stakeholders and help bridge interdisciplinary gaps. This study aims to investigate and analyze the state of the art for mission conceptualizations and representations and proposes a unified mission ontology (UMO) that improves semantic interoperability across various domains. To achieve this goal, we conducted a systematic literature review (SLR) to examine how missions are conceptualized and represented, analyzed the findings to obtain insight about cross-domain concepts related to missions, and developed a UMO that can be adapted to domain specific applications. The UMO facilitates semantic interoperability across domains through a high-level abstraction of shared concepts. To validate the comprehensiveness and adaptability of the UMO, we conducted coverage analysis using semantic similarity estimates to assess the equivalence of ontological concepts. This evaluation quantified the extent to which concepts from various domain-specific ontologies, including the mission engineering guideline, align with those in the UMO.https://www.mdpi.com/2079-8954/12/12/567system of systemsmission ontologyunified mission ontologymission engineering |
| spellingShingle | Zelalem Mihret Belay Jakob Axelsson A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary Concepts Systems system of systems mission ontology unified mission ontology mission engineering |
| title | A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary Concepts |
| title_full | A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary Concepts |
| title_fullStr | A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary Concepts |
| title_full_unstemmed | A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary Concepts |
| title_short | A Unified Mission Ontology Based on Systematic Integration of Interdisciplinary Concepts |
| title_sort | unified mission ontology based on systematic integration of interdisciplinary concepts |
| topic | system of systems mission ontology unified mission ontology mission engineering |
| url | https://www.mdpi.com/2079-8954/12/12/567 |
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