El procesamiento del lenguaje natural como herramienta en la administración de riesgos de las entidades públicas: modelo aplicado al caso colombiano
| Main Authors: | Prada, Ennio, Prada, Gigiola, Yanira, Vargas, Miguelangel, Clavijo |
|---|---|
| Format: | Journal PeerReviewed Book |
| Bahasa: | es |
| Terbitan: |
Cuadernos de Sofia
, 2021
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| Subjects: | |
| Online Access: |
http://eprints.rclis.org/42822/1/Gestion%20de%20Riesgos.pdf http://eprints.rclis.org/42822/ |
Daftar Isi:
- This article aims to demonstrate in a practical way that Natural Language Processing -NLP- is a useful tool in the framework of risk management of public entities, for this purpose an example applied to the analysis of the risk map is presented, this analysis determines that the most important (nuclear) fields of this are: risks, causes and effects, it is argued that with the NLP the semantic relationship between these nuclear fields can be determined metrically. A Pipeline was designed that determines the steps of the NLP that allow determining semantic metrics, said Pipeline was modeled in the Orange 3.26 software tools and the data corpus that allowed establishing the semantic relationship between the nuclear fields was applied. Finally, conclusions on the results obtained are presented.