Enhancing Software Development Efficiency: An Automated Problem Frames to UML Transformation Method * Article Swipe
Hongbin Xiao
,
Bowen Zheng
,
Simin Yang
,
Zhi Li
,
Yilong Yang
·
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-6977421/v1
YOU?
·
· 2025
· Open Access
·
· DOI: https://doi.org/10.21203/rs.3.rs-6977421/v1
Modern software engineering faces a critical challenge in bridging the gap between requirements analysis and system design phases. Traditional methods lack systematic mapping mechanisms, leading to the disconnect from requirements design and inefficient transformation processes. This research addresses this challenge by establishing an automated mapping mechanism between problem frames and a unified modeling language. We propose the problem frames to a unified modeling language method, which combines Jackson’s Problem Frames concept with model-driven engineering principles. The approach consists of three key components: an extended Problem Frames meta-model with enhanced semantic elements and transformation support structures, a graphical modeling platform developed using Eclipse Modeling Framework and Sirius following Meta-Object Facility three-layer architecture, and 24 transformation rules implemented using Atlas Transformation Language technology.Experimental validation on five representative open-source systems demonstrates significant improvements in software development efficiency. The method achieves a transformation accuracy of 93. 59%, representing an improvement 130% over the original approaches. 0 * The PF2UML tool presented in this work has been accepted for demonstration at FSE’25 Tool Demo Track. Practical implementation shows an average time reduction of 78.64% in end-to-end modeling processes, with a theoretical return on investment of 170. 8% and a practical average return on investment of 236.6%. The platform automatically generates four types of UML diagrams: conceptual class diagrams, use case diagrams, service diagrams, and system sequence diagrams. The PF2UML method successfully establishes seamless integration from requirements model-ing to system design, enhancing traceability while reducing manual expertise dependence and significantly improving consistency for complex interdisciplinary system development.
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- Type
- article
- Language
- en
- Landing Page
- https://doi.org/10.21203/rs.3.rs-6977421/v1
- https://www.researchsquare.com/article/rs-6977421/latest.pdf
- OA Status
- gold
- Related Works
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- OpenAlex ID
- https://openalex.org/W4413409823
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4413409823Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.21203/rs.3.rs-6977421/v1Digital Object Identifier
- Title
-
Enhancing Software Development Efficiency: An Automated Problem Frames to UML Transformation Method *Work title
- Type
-
articleOpenAlex work type
- Language
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enPrimary language
- Publication year
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2025Year of publication
- Publication date
-
2025-08-22Full publication date if available
- Authors
-
Hongbin Xiao, Bowen Zheng, Simin Yang, Zhi Li, Yilong YangList of authors in order
- Landing page
-
https://doi.org/10.21203/rs.3.rs-6977421/v1Publisher landing page
- PDF URL
-
https://www.researchsquare.com/article/rs-6977421/latest.pdfDirect link to full text PDF
- Open access
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YesWhether a free full text is available
- OA status
-
goldOpen access status per OpenAlex
- OA URL
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https://www.researchsquare.com/article/rs-6977421/latest.pdfDirect OA link when available
- Concepts
-
Computer science, Unified Modeling Language, Transformation (genetics), Software engineering, Programming language, UML tool, Software development, Applications of UML, Software, Chemistry, Gene, BiochemistryTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
- Related works (count)
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10Other works algorithmically related by OpenAlex
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| abstract_inverted_index.software | 2, 132 |
| abstract_inverted_index.Framework | 104 |
| abstract_inverted_index.Practical | 171 |
| abstract_inverted_index.addresses | 38 |
| abstract_inverted_index.automated | 44 |
| abstract_inverted_index.challenge | 7, 40 |
| abstract_inverted_index.developed | 100 |
| abstract_inverted_index.diagrams, | 213, 216, 218 |
| abstract_inverted_index.diagrams. | 222 |
| abstract_inverted_index.diagrams: | 210 |
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| abstract_inverted_index.expertise | 241 |
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| abstract_inverted_index.language. | 54 |
| abstract_inverted_index.mechanism | 46 |
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| abstract_inverted_index.practical | 195 |
| abstract_inverted_index.presented | 157 |
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| abstract_inverted_index.conceptual | 211 |
| abstract_inverted_index.dependence | 242 |
| abstract_inverted_index.disconnect | 28 |
| abstract_inverted_index.end-to-end | 181 |
| abstract_inverted_index.investment | 189, 199 |
| abstract_inverted_index.meta-model | 87 |
| abstract_inverted_index.processes, | 183 |
| abstract_inverted_index.processes. | 35 |
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| abstract_inverted_index.Jackson’s | 68 |
| abstract_inverted_index.Meta-Object | 108 |
| abstract_inverted_index.Traditional | 19 |
| abstract_inverted_index.approaches. | 151 |
| abstract_inverted_index.components: | 82 |
| abstract_inverted_index.consistency | 246 |
| abstract_inverted_index.development | 133 |
| abstract_inverted_index.efficiency. | 134 |
| abstract_inverted_index.engineering | 3, 74 |
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| abstract_inverted_index.inefficient | 33 |
| abstract_inverted_index.integration | 229 |
| abstract_inverted_index.mechanisms, | 24 |
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| abstract_inverted_index.representative | 125 |
| abstract_inverted_index.transformation | 34, 93, 114, 139 |
| abstract_inverted_index.interdisciplinary | 249 |
| abstract_inverted_index.<title>Abstract</title> | 0 |
| abstract_inverted_index.technology.Experimental | 121 |
| cited_by_percentile_year | |
| countries_distinct_count | 1 |
| institutions_distinct_count | 5 |
| citation_normalized_percentile.value | 0.39363762 |
| citation_normalized_percentile.is_in_top_1_percent | False |
| citation_normalized_percentile.is_in_top_10_percent | True |