Ontology based integration of XBRL filings for financial decision making

作者:

Highlights:

• We address the semantic heterogeneity issue and thereby improve the usability of XBRL data.

• We propose an Ontology-based Framework for XBRL-mapping and financial decision-making (OXFD).

• OXFD maps semantic heterogeneous XBRL elements and provides rules to calculate financial ratios.

• The results show the generalizability of our artifact for different XBRL filings.

摘要

In 2008, the US Securities and Exchange Commission (SEC) mandated all tier-1 public companies to report their financial statements in eXtensible Business Reporting Language (XBRL). XBRL has the potential to improve the efficiency and accuracy of financial disclosures, and thereby reduce costs. However, semantic heterogeneity across XBRL filings poses a challenge for individual (non-institutional) investors seeking to make inter-firm comparisons using XBRL data. In order to extend the benefits of XBRL to individual investors, this paper presents a design artifact, Ontology-based Framework for XBRL-mapping and Decision-making (OFXD), which provides interoperability between different XBRL filings. Specifically, OFXD resolves the semantic heterogeneity of the element and context definitions in various XBRL filings and generates an XBRL ontology — XBRLOnt. The results of this study show that the proposed design artifact is capable of addressing semantic heterogeneities between different XBRL filings. Using the concepts of the information value chain, this paper discusses the implications of XBRL interoperability on financial decision-making.

论文关键词:eXtensible Business Reporting Language,XBRL,Semantic web,Ontology,Financial decision-making

论文评审过程:Received 18 September 2013, Revised 15 September 2014, Accepted 15 September 2014, Available online 23 September 2014.

论文官网地址:https://doi.org/10.1016/j.dss.2014.09.004