Title :
Defining global schema for ETL of human resource performance appraisal system using REA ontology
Author :
Sutheparaks, Udomchai ; Vatanawood, Wiwat ; Patanothai, Chate
Author_Institution :
Dept. of Comput. Eng., Chulalongkorn Univ., Bangkok, Thailand
Abstract :
Integrating data sources with different local schemas by ETL requires a global schema definition for improving consistency. However, the definition is usually performed without standard guideline. We propose an improved methodology for defining a conceptual model for the global schema by applying REA ontology which represents semantics for general organizational activities with their underlying policies. This study presents the generic model for not only human resource performance appraisal system, but also other business domains. The model can be extended and adapted to constant changes of appraisal policies. To be conformed to the ontology foundation, it can be implemented with RDF.
Keywords :
appraisal; competitive intelligence; ontologies (artificial intelligence); ETL; REA ontology; appraisal policies; business intelligence methodology; data source integration; extract-transform-load; human resource performance appraisal system; ETL; REA ontology; conceptual model; global schema; human resource performance;
Conference_Titel :
Computer Science and Software Engineering (JCSSE), 2011 Eighth International Joint Conference on
Conference_Location :
Nakhon Pathom
Print_ISBN :
978-1-4577-0686-8
DOI :
10.1109/JCSSE.2011.5930134