Abstract
Current digital financial information is generated by data located in a distributed but linked environment. In this sense, semantic technologies and linked data allow files and data alike to be first-class web resources and promote information distribution and knowledge sharing within a global, open-standard space known as the Data Web. This chapter proposes FINALGRANT as an alternative solution to analyzing and visualizing digital financial data. The tool retrieves XBRL-based financial data and transforms them into RDF triples through a process inspired in the linked data principles. FINALGRANT identifies and addresses some limitations of financial statements, such as the lack of a semantic property to interlink the data and make it navigable and the challenge of accessing information through Internet protocols, such as HTTP, to navigate among data and interconnect them with external data sources. Similarly, FINALGRANT can search for financial ratios and processes fundamental or classical analysis calculations to support fund investment decisions.
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Notes
- 1.
Sarbanes-Oxley: http://www.sec.gov/about/laws.shtml#sox2002.
- 2.
U.S. SEC: http://www.sec.gov/.
- 3.
XBRL: http://www.xbrl.org/.
References
Hoffman, C., Van-Egmond, R.: Digital Financial Reporting Using an XBRL-Based Model (2012)
Bray, T., Paoli, J., Sperberg-McQueen, C.M., Maler, E., Yergeau, F.: Extensible markup language (XML). World Wide Web Consort. Recomm. REC-xml-19980210. http://www.w3.org/TR/1998/REC-xml-19980210 (1998)
Williams, J.R., Haka, S.F., Bettner, M.S., Carcello, J.V: Financial and Managerial Accounting. China Machine Press (2005)
Zhu, H., Madnick, S.E.: Semantic integration approach to efficient business data supply chain: integration approach to interoperable XBRL. MIT Sloan School of Management Research Paper Series (2007)
Lev, B., Thiagarajan, S.R.: Fundamental information analysis. J. Account. Res. 31, 190–215 (1993)
Delen, D., Kuzey, C., Uyar, A.: Measuring firm performance using financial ratios: a decision tree approach. Expert Syst. Appl. 40, 3970–3983 (2013)
Bliss, J.H.: Financial and operating ratios in management. The Ronald Press Company (1923)
Montero, J.M., Fernández-Aviles, G.: Enciclopedia de economía, finanzas y negocios. Editorial CISS (Grupo Wolters Kluwer), Madrid (2010)
Kimmel, P.D., Weygandt, J.J., Kieso, D.E.: Financial accounting: tools for business decision making. Wiley (2010)
U.S. SEC: Filer Manual—Volume II EDGAR Filing (2013)
Penman, S.H.S.: Financial statement analysis and security valuation. McGraw-Hill Education, New York (2009)
XBRL-España: Libro blanco XBRL (2006)
Thompson, H.: XML Schema Part 1: Structures, 2nd edn (2012)
Biron, P., Malhotra, A.: W3C-Group: XML Schema Part 2: Datatypes
Engel, P., Hamscher, W., Advantage, S., Shuetrim, G., vun Kannon, D., Pryde, C.: Extensible Business Reporting Language (XBRL) 2.1 July 2, pp. 1–165 (2008)
Lindörfer, F.: Semantic Web Frameworks-Jena, Joseki, Fuseki & Pellet (2010)
Erling, O., Mikhailov, I.: RDF support in the virtuoso DBMS. In: Networked Knowledge-Networked Media, pp. 7–24. Springer, Berlin (2009)
Hausenblas, M.: Exploiting linked data to build web applications. IEEE Internet Comput. 13, 68–73 (2009)
Berners-Lee, T.: Linked Data—Design Issues
Radzimski, M., Sánchez-Cervantes, J.L., Garcia-Crespo, A., Temiño-Aguirre, I.: Intelligent architecture for comparative analysis of public companies using semantics and XBRL data. Int. J. Softw. Eng. Knowl. Eng. 24, 801–823 (2014)
Hobbs, J.R., Pan, F.: An ontology of time for the semantic web. 3, 66–85 (2004)
Hobbs, J.R., Pan, F.: Time Ontology in OWL. W3C Working Draft, 27 Sept 2006
Pryde, C., Piechocki, M., John, C. St., Warren, P., North, D.: Units Registry—Structure 1.0
Reynolds, D.: Payments Ontology: Reference
ISO: Currency Codes—ISO 4217
ISO: Country Codes—ISO 3166
Auer, S., Bizer, C., Kobilarov, G., Lehmann, J., Cyganiak, R., Ives, Z.: DBpedia: a nucleus for a web of open data. In: Aberer, K., Choi, K.-S., Noy, N., Allemang, D., Lee, K.-I., Nixon, L., Golbeck, J., Mika, P., Maynard, D., Mizoguchi, R., Schreiber, G., Cudré-Mauroux, P. (eds.) The semantic web SE—52, pp. 722–735. Springer, Berlin (2007)
Acknowledgements
The authors are grateful to the National Technological Institute of Mexico for supporting this work. This research was also sponsored by the National Council of Science and Technology (CONACYT) and the Secretariat of Public Education (SEP) through PRODEP.
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Sánchez-Cervantes, J.L., Alor-Hernández, G., Salas-Zárate, M.d.P., García-Alcaraz, J.L., Rodríguez-Mazahua, L. (2018). FINALGRANT: A Financial Linked Data Graph Analysis and Recommendation Tool. In: Valencia-García, R., Paredes-Valverde, M., Salas-Zárate, M., Alor-Hernández, G. (eds) Exploring Intelligent Decision Support Systems. Studies in Computational Intelligence, vol 764. Springer, Cham. https://doi.org/10.1007/978-3-319-74002-7_1
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