Title :
RP-Match: A Framework for Automatic Mapping of Regulations with Organizational Processes
Author :
Sapkota, Krishna ; Aldea, Adina ; Younas, Muhammad ; Duce, David A. ; Banares-Alcantara, Rene
Author_Institution :
Dept. of Comput., Oxford Brookes Univ., Oxford, UK
Abstract :
Mapping organizational processes with applicable regulatory guidelines is an important step in Regulatory Compliance Management. The Automation of the mapping process can help the overall compliance process. Though existing approaches compute mapping between different entities (e.g., ontology mapping, sentence similarity, semantic similarity and regulation-requirement mapping), the automation of the mapping process between regulation and processes has not been fully investigated yet. In this paper, we present RP-Match framework and propose a cascading-priority algorithm in order to compute similarity between regulation and processes. The framework also takes account of the structures of the regulation ontology and organizational process ontology for the similarity measures. The framework is tested using a Pharmaceutical industry case study. Results obtained show significant improvement in the mapping process.
Keywords :
business data processing; organisational aspects; RP-Match framework; automatic mapping framework; compute mapping; ontology mapping; organizational process ontology; organizational processes; pharmaceutical industry; regulation requirement mapping; regulatory compliance management; semantic similarity; sentence similarity; Automation; Cleaning; Educational institutions; Guidelines; Ontologies; Organizations; Semantics; compliance management; information extraction; regulation extraction; regulatory compliance management; text analysis;
Conference_Titel :
e-Business Engineering (ICEBE), 2013 IEEE 10th International Conference on
Conference_Location :
Coventry
DOI :
10.1109/ICEBE.2013.39