Fundamental analysis powered by Semantic Web

IEEE SSCI 2011 - Symposium Series on Computational Intelligence - CIFEr 2011: 2011 IEEE Symposium on Computational Intelligence for Financial Engineering and Economics

Volumn , Issue , 2011, Pages 108-115

  Li, Xian ^a   Bao, Jie ^a   Hendler, James A ^a  

^a RENSSELAER POLYTECHNIC INSTITUTE   (United States)

Author keywords

financial data; financial statement analysis; fundamental analysis; investment; linked data; Semantic Web

Indexed keywords

DATA ORGANIZATION; FINANCIAL DATA; FINANCIAL STATEMENT ANALYSIS; FUNDAMENTAL ANALYSIS; LINKED DATUM; LOW COSTS; MASHUPS; ONTOLOGY MODELING; PREDICTION QUALITY; SEMANTIC WEB TECHNOLOGY; VALUATION MODEL;

ARTIFICIAL INTELLIGENCE; ECONOMICS; INVESTMENTS; KNOWLEDGE REPRESENTATION; ONTOLOGY; SEMANTICS; USER INTERFACES;

SEMANTIC WEB;

EID: 79961137545     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CIFER.2011.5953565     Document Type: Conference Paper

References (27)

1. J.S. Abarbanell and B.J. Bushee, "Fundamental analysis, future earnings, and stock prices," Journal of Accounting Research, vol.35, 1998, p.1-24.
2. W. Antweiler and M.Z. Frank, "Is all that talk just noise? The information content of Internet stock message boards." The Journal of Finance, vol. 59, 2004. pp 1259-1294. (Pubitemid 38799762)
3. E.I. Altman, "Financial ratios, discriminant analysis and the prediction of corporate bankruptcy," Journal of Finance, vol. 23, 1968, pp. 589-609.
4. J. Bao, G. Rong, X. Li, and L. Ding. "Representing financial reports on the semantic web," Semantic Web Rules: Lecture Notes in Computer Science, vol. 6403, 2010. pp. 144-152.
5. M.E. Barth, W.H. Beaver, and W.R. Landsman, "The relevance of the value relevance literature for financial accounting standard setting: another view," Journal of Accounting and Economics, vol. 31, 2001, pp. 77-104. (Pubitemid 33668030)
6. M.D. Beneish, C.M.C. Lee, and R.L. Tarpley, "Contextual Fundamental Analysis Through the Prediction of Extreme Returns," Review Of Accounting Studies, vol. 6, 2001, pp. 165-189. (Pubitemid 33810176)
7. T. Berners-Lee. Linked Data. W3C. http://www.w3.org/DesignIssues/ LinkedData.html,2006.
8. S. Bhojraj, "Who is my peer? A valuation-based approach to the selection of comparable firms," Journal of Accounting Research, vol. 40, 2002, pp. 407-439. (Pubitemid 36256446)
9. S. Bhojraj, C.M.C. Lee, and D.K. Oler, "What's my line? A comparison of industry classification schemes for capital market research," Journal of Accounting Research, vol. 41, 2003, pp. 745-774. (Pubitemid 37527939)
10. K. Daniel and S. Titman, "Characteristics or covariances?," The Journal of Portfolio Management, vol. 24, 1998, pp. 24-33.
11. P. Dechow and R. Sloan. "Returns to contrarian investment strategies: tests of naive expectations hypotheses," Journal of Financial Economics, vol. 43, 1997, pp. 3-27. (Pubitemid 127162163)
12. FASB, "Preliminary views on financial statement presentation," discussion paper, 2008.
13. E. Fama and K. French, "The cross-section of expected stock returns," Journal of Finance, vol. 47, 1992, pp. 427-465.
14. R. Garcia. "Publishing xbrl as linked open data," In CEUR Workshop Proceedings, vol. 538, 2009.
15. D. Hirshleifer, "Investor psychology and asset pricing," The Journal of Finance, vol. 56, 2001, pp. 1533-1597. (Pubitemid 33585014)
16. C. Hsiao, Analysis of Panel Data, ambridge University Press; 2002, 2 edition
17. IAS http://www.iasplus.com/standard/ias01.htm
18. S.P. Kothari, "Capital markets research in accounting," Journal of Accounting and Economics, vol. 31, 2001, pp. 105-231. (Pubitemid 33668031)
19. T. Lebo and G.T. Williams. "Converting governmental datasets into linked data," Proceedings of the 6th International Conference on Semantic Systems, vol. 38, 2010, pp. 1-3.
20. B. Lev, and R. Thiagarajan. "Fundamental information analysis," Journal of Accounting Research, vol. 31, 1993, pp. 190-214.
21. P.S. Mohanram, "Separating winners from losers among low book-tomarket stocks using financial statement analysis," Review Of Accounting Studies, vol. 10, pp. 133-170.
22. D. Nissim and S.H. Penman, "Ratio analysis and equity valuation: from research to practice," Review Of Accounting Studies, vol.6, pp.109-154.
23. J.D. Piotroski, "Discussion of 'Separating Winners from Losers among Low Book-to-Market Stocks using Financial Statement Analysis'," Review Of Accounting Studies, vol. 10, pp. 171-184.
24. J.D. Piotroski, "Value investing: the use of historical financial statement information to separate winners from losers," Journal of Accounting Research, vol. 38, 2004, pp. 1-44.
25. J. Shinavier, "Real-time #SemanticWeb in <= 140 chars," In Proceedings of the Third Workshop on Linked Data on the Web (LDOW2010) at WWW2010, 2010.
26. M.T. Soliman, "The use of DuPont analysis by market participants," The Accounting Review, vol. 83, 2008, p. 823.
27. XBRL International. Extensible Business Reporting Language (XBRL) 2.1. http://www.xbrl.org/Specification/XBRL-RECOMMENDATION-2003-12-31+Corrected- Errata-2008-07-02.htm