Skip to main content
Log in

RETRACTED ARTICLE: Analysis of the Construction of Accounting Information Processing Mode in the Era of Big Data

  • Published:
Wireless Personal Communications Aims and scope Submit manuscript

This article was retracted on 19 December 2022

This article has been updated

Abstract

As an XML-based extensible business reporting language, XBRL gradually emerges in accounting transaction. Research on accounting information processing model based on XBRL has important innovation significance. This paper proposed a data mining model based on the XML hierarchical structure, which stores XBRL in X-Hive database. Data mining analysis is implemented through association rule methods. DC-Aprior data mining method based on XBRL is proposed combined with Aprior algorithm and XQuery thought of association rules. Finally, the feasibility and effectiveness of this method are further verified through experiments.

This is a preview of subscription content, log in via an institution to check access.

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Fig. 1
Fig. 2
Fig. 3
Fig. 4
Fig. 5

Similar content being viewed by others

Change history

References

  1. Reformat, M. Z., & Yager, R. R. (2015). Soft computing techniques for querying XBRL data[J]. Intelligent Systems in Accounting Finance & Management,22(3), 179–199.

    Article  Google Scholar 

  2. Chou, C. C., Chang, C. J., & Peng, J. (2016). Integrating XBRL data with textual information in Chinese: A semantic web approach[J]. International Journal of Accounting Information Systems,21, 32–46.

    Article  Google Scholar 

  3. Dong, Y., Li, O. Z., Lin, Y., et al. (2016). Does information processing cost affect firm-specific information acquisition?—Evidence from XBRL adoption[J]. Journal of Financial & Quantitative Analysis,51(2), 435–462.

    Article  Google Scholar 

  4. Bai, L., Koveos, P., & Liu, M. (2016). Applying an ontology-augmenting XBRL model to accounting information system for business integration[J]. Asia-Pacific Journal of Accounting and Economics, 1(1), 1–23.

    Google Scholar 

  5. Kaya, D., & Pronobis, P. (2016). The benefits of structured data across the information supply chain: Initial evidence on XBRL adoption and loan contracting of private firms[J]. Journal of Accounting and Public Policy,35(4), 417–436.

    Article  Google Scholar 

  6. Pan, D., & Zhang, D. (2016). Research on XBRL domain ontology construction[J]. Technology & Investment,7(1), 8–13.

    Article  MathSciNet  Google Scholar 

  7. Colombo, S., Forde, M. C., Main, I. G., et al. (2005). Predicting the ultimate bending capacity of concrete beams from the “relaxation ratio” analysis of AE signals[J]. Construction & Building Materials, 19(10), 746–754.

    Article  Google Scholar 

  8. Richards-Fo, J., Amann, J., Arana, B., et al. (2007). No Depletion of Wolbachia from Onchocerca volvulus after a Short Course of Rifampin and/or Azithromycin.[J]. American Journal of Tropical Medicine & Hygiene, 77(5), 878–882.

    Article  Google Scholar 

  9. Wood, C., Srivastava, P., Ronald, B., et al. (2008). Financial accounting information and corporate governance[J]. Lancet, 372(9633), 145–154.

    Article  Google Scholar 

  10. Morman, S. A., Plumlee, G. S., Smith, D. B. (2009). Application of in vitro extraction studies to evaluate element bioaccessibility in soils from a transect across the United States and Canada[J]. Applied Geochemistry, 24(8), 1454–1463.

    Article  Google Scholar 

  11. Chong, D., Shi, H., Fu, L., et al. (2017). The impact of XBRL on information asymmetry: Evidence from loan contracting[J]. Journal of Management Analytics,4(2), 145–158.

    Article  Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Li Zheng.

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Zheng, L. RETRACTED ARTICLE: Analysis of the Construction of Accounting Information Processing Mode in the Era of Big Data. Wireless Pers Commun 102, 3715–3724 (2018). https://doi.org/10.1007/s11277-018-5403-4

Download citation

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11277-018-5403-4

Keywords

Navigation