Title :
Integrating Financial Data Using Semantic Web for Improved Visibility
Author :
Ashraf, Jamshaid ; Hussain, Omar Khadeer
Author_Institution :
Sch. of Inf. Syst., Curtin Univ., Perth, WA, Australia
Abstract :
The Semantic Web technologies and Linked Data principles enable information integration and data interoperability at syntactic and semantic levels. This will lead to having a large amount of integrated data with increased visibility leading to the discovery and synthesis of knowledge to address financial issues. In this paper, we illustrate the implementation of the Financial Linked Data using the Linked Data principle within the financial domain. The use of XBRL (XML-based business reporting language) by various companies to generate their financial data has enabled us to obtain a standardized and uniform body of financial data. We utilize this format to link business facts to corresponding reports and then publish these data using Linked Data principles. Furthermore, financial data can be interlinked with other relevant datasets by creating semantic relationships. We believe that such linkage between various datasets represents an important step in achieving data transparency which in turn establishes a basis for making profitable decisions in the future.
Keywords :
XML; financial data processing; financial management; open systems; semantic Web; XBRL; XML-based business reporting language; data transparency; financial domain; financial issues; financial linked data; improved visibility; information integration; linked data principles; profitable decision making; semantic Web technologies; semantic level data interoperability; semantic relationships; syntactic level data interoperability; Companies; Joining processes; Publishing; Resource description framework; Taxonomy; Financial transparency; Linked Data; Semantic Web; XBRL;
Conference_Titel :
Semantics, Knowledge and Grids (SKG), 2012 Eighth International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2561-5
DOI :
10.1109/SKG.2012.35