Emergent knowledge patterns in verification artifacts
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Wiley Open Access
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| Format: | Artículo Open Access |
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Wiley
2024
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| _version_ | 1867006827590320128 |
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| author | Sukhwan Jung Alejandro Salado |
| author_facet | Sukhwan Jung Alejandro Salado Sukhwan Jung Alejandro Salado |
| collection | Wiley Open Access |
| contents | Emergent knowledge patterns in verification artifacts Sukhwan Jung Alejandro Salado Systems Engineering Abstract Knowledge graphs have recently been introduced to the verification strategy field successfully representing the complexity of verification in real‐life applications. This format provides a scale‐free analysis of verification strategies compared to the more traditional verification artifacts such as requirement traceability matrices and verification matrices. Complexities can be observed visually and numerically both in terms of the problem scope and the entity interdependencies. In this paper, we retrieve verification strategy information patterns representing different aspects of verification. This is achieved by tapping into the network properties of knowledge graphs. They are dissected to detect knowledge patterns emerging from different parts of the verification artifacts. Similarities and differences between the two verification strategies are explained numerically and semantically. Seemingly unrelated requirements and verification activities are connected through indirect connections, and orthogonalities between independent requirements are analyzed. These findings validate the scalability of verification planning and assessment based on knowledge graphs. 10.1002/sys.21771 http://onlinelibrary.wiley.com/termsAndConditions#am |
| doi_str_mv | 10.1002/sys.21771 |
| format | Artículo Open Access |
| id | wiley_oa_10_1002_sys_21771 |
| institution | Wiley Open Access |
| license_str_mv | http://onlinelibrary.wiley.com/termsAndConditions#am |
| publishDate | 2024 |
| publisher | Wiley |
| record_format | wiley_oa |
| spellingShingle | Emergent knowledge patterns in verification artifacts Sukhwan Jung Alejandro Salado Systems Engineering Emergent knowledge patterns in verification artifacts Sukhwan Jung Alejandro Salado Systems Engineering Abstract Knowledge graphs have recently been introduced to the verification strategy field successfully representing the complexity of verification in real‐life applications. This format provides a scale‐free analysis of verification strategies compared to the more traditional verification artifacts such as requirement traceability matrices and verification matrices. Complexities can be observed visually and numerically both in terms of the problem scope and the entity interdependencies. In this paper, we retrieve verification strategy information patterns representing different aspects of verification. This is achieved by tapping into the network properties of knowledge graphs. They are dissected to detect knowledge patterns emerging from different parts of the verification artifacts. Similarities and differences between the two verification strategies are explained numerically and semantically. Seemingly unrelated requirements and verification activities are connected through indirect connections, and orthogonalities between independent requirements are analyzed. These findings validate the scalability of verification planning and assessment based on knowledge graphs. 10.1002/sys.21771 http://onlinelibrary.wiley.com/termsAndConditions#am |
| title | Emergent knowledge patterns in verification artifacts |
| topic | Systems Engineering |
| url | https://incose.onlinelibrary.wiley.com/doi/10.1002/sys.21771 |