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Title:

Identification of Regulatory Requirements Relevant to Business Processes: A Comparative Study on Generative AI, Embedding-based Ranking, Crowd and Expert-driven Methods

Author(s):
Sai, Catherine; Sadiq, Shazia; Han, Lei; Demartini, Gianluca; Rinderle-Ma, Stefanie
Abstract:
Organizations face the challenge of ensuring compliance with an increasing amount of requirements from various regulatory documents. Which requirements are relevant depends on aspects such as the geographic location of the organization, its domain, size, and business processes. Considering these contextual factors, as a first step, relevant documents (e.g., laws, regulations, directives, policies) are identified, followed by a more detailed analysis of which parts of the identified documents are...     »
Keywords:
Computer Science - Artificial Intelligence, Computer Science - Computation and Language, sap
Publisher:
arXiv
Month:
January
Year:
2024
Notes:
arXiv:2401.02986 [cs]
URL:
http://arxiv.org/abs/2401.02986
DOI:
doi:10.48550/arXiv.2401.02986
Language:
de
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