Automating the semantic mapping between regulatory guidelines and organizational processes
The mapping of regulatory guidelines with organizational processes is an important aspect of a regulatory-compliance management system. Automating this mapping process can greatly improve the overall compliance process. Currently, there is research on mapping between different entities such as ontol...
| Main Authors: | , , , , |
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| Format: | Journal article |
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Springer Verlag
2016
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| _version_ | 1797074464609927168 |
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| author | Sapkota, K Aldea, A Younas, M Duce, D Banares-Alcantara, R |
| author_facet | Sapkota, K Aldea, A Younas, M Duce, D Banares-Alcantara, R |
| author_sort | Sapkota, K |
| collection | OXFORD |
| description | The mapping of regulatory guidelines with organizational processes is an important aspect of a regulatory-compliance management system. Automating this mapping process can greatly improve the overall compliance process. Currently, there is research on mapping between different entities such as ontology mapping, sentence similarity, semantic similarity and regulation-requirement mapping. However, there has not been adequate research on the automation of the mapping process between regulatory guidelines and organizational processes. In this paper, we explain how Natural Language Processing and Semantic Web technologies can be applied in this area. In particular, we explain how we can take advantage of the structures of regulation-ontology and the process-ontology in order to compute the similarity between a regulatory guideline and a process. Our methodology is validated using a case study in the Pharmaceutical industry, which has shown promising results. |
| first_indexed | 2024-03-06T23:36:33Z |
| format | Journal article |
| id | oxford-uuid:6dded385-ca41-4b92-8de7-74ffcf762043 |
| institution | University of Oxford |
| last_indexed | 2024-03-06T23:36:33Z |
| publishDate | 2016 |
| publisher | Springer Verlag |
| record_format | dspace |
| spelling | oxford-uuid:6dded385-ca41-4b92-8de7-74ffcf7620432022-03-26T19:20:35ZAutomating the semantic mapping between regulatory guidelines and organizational processesJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:6dded385-ca41-4b92-8de7-74ffcf762043Symplectic Elements at OxfordSpringer Verlag2016Sapkota, KAldea, AYounas, MDuce, DBanares-Alcantara, RThe mapping of regulatory guidelines with organizational processes is an important aspect of a regulatory-compliance management system. Automating this mapping process can greatly improve the overall compliance process. Currently, there is research on mapping between different entities such as ontology mapping, sentence similarity, semantic similarity and regulation-requirement mapping. However, there has not been adequate research on the automation of the mapping process between regulatory guidelines and organizational processes. In this paper, we explain how Natural Language Processing and Semantic Web technologies can be applied in this area. In particular, we explain how we can take advantage of the structures of regulation-ontology and the process-ontology in order to compute the similarity between a regulatory guideline and a process. Our methodology is validated using a case study in the Pharmaceutical industry, which has shown promising results. |
| spellingShingle | Sapkota, K Aldea, A Younas, M Duce, D Banares-Alcantara, R Automating the semantic mapping between regulatory guidelines and organizational processes |
| title | Automating the semantic mapping between regulatory guidelines and organizational processes |
| title_full | Automating the semantic mapping between regulatory guidelines and organizational processes |
| title_fullStr | Automating the semantic mapping between regulatory guidelines and organizational processes |
| title_full_unstemmed | Automating the semantic mapping between regulatory guidelines and organizational processes |
| title_short | Automating the semantic mapping between regulatory guidelines and organizational processes |
| title_sort | automating the semantic mapping between regulatory guidelines and organizational processes |
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