KnoDL as a Tool for Harmonizing Reference and Regulatory Data in Cross-Border Transport Systems
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| Format: | Recurso digital |
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2025
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| _version_ | 1866901608487452672 |
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| author | Pospelov, Dmitriy |
| author_facet | Pospelov, Dmitriy |
| contents | <p><span>This publication introduces KnoDL, a declarative matching technology designed to overcome data fragmentation in international transport logistics<sup></sup><sup></sup><sup></sup><sup></sup></span>. <span>It creates a unified digital layer for cross-border transport by using formal, legally explainable rules, ensuring reproducible and legally sound data transformation<sup></sup><sup></sup><sup></sup><sup></sup></span>.</p> <div><span>Unlike ML/AI approaches, KnoDL requires no training phase or large historical datasets, offering rapid implementation and low costs<sup></sup><sup></sup><sup></sup><sup></sup></span>. <span>Key benefits include reduced document preparation time, minimized data errors and conflicts, increased automation, and enhanced explainability and legal verifiability of data processing</span></div> <div> </div> <div><span><span>KnoDL is positioned as a crucial tool for tasks demanding transparency, reliability, and legal verifiability in data processing, making it a key element for the future of multimodal transport<sup></sup><sup></sup><sup></sup><sup></sup></span>.</span></div> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_15626277 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | KnoDL as a Tool for Harmonizing Reference and Regulatory Data in Cross-Border Transport Systems Pospelov, Dmitriy KnoDL logistics data harmonization digitalization cross-border transport regulatory compliance автоматизация цифровизация логистика унификация данных Digital logistics international transport digitalization barriers reference data declarative matching cross-border integration eFTI eCMR eTIR global supply chains interoperability международные перевозки трансграничная интеграция автоматизация в логистике <p><span>This publication introduces KnoDL, a declarative matching technology designed to overcome data fragmentation in international transport logistics<sup></sup><sup></sup><sup></sup><sup></sup></span>. <span>It creates a unified digital layer for cross-border transport by using formal, legally explainable rules, ensuring reproducible and legally sound data transformation<sup></sup><sup></sup><sup></sup><sup></sup></span>.</p> <div><span>Unlike ML/AI approaches, KnoDL requires no training phase or large historical datasets, offering rapid implementation and low costs<sup></sup><sup></sup><sup></sup><sup></sup></span>. <span>Key benefits include reduced document preparation time, minimized data errors and conflicts, increased automation, and enhanced explainability and legal verifiability of data processing</span></div> <div> </div> <div><span><span>KnoDL is positioned as a crucial tool for tasks demanding transparency, reliability, and legal verifiability in data processing, making it a key element for the future of multimodal transport<sup></sup><sup></sup><sup></sup><sup></sup></span>.</span></div> |
| title | KnoDL as a Tool for Harmonizing Reference and Regulatory Data in Cross-Border Transport Systems |
| topic | KnoDL logistics data harmonization digitalization cross-border transport regulatory compliance автоматизация цифровизация логистика унификация данных Digital logistics international transport digitalization barriers reference data declarative matching cross-border integration eFTI eCMR eTIR global supply chains interoperability международные перевозки трансграничная интеграция автоматизация в логистике |
| url | https://doi.org/10.5281/zenodo.15626277 |