Skip to main content
Log in

Can big data bring a breakthrough for software automation?

  • Perspective
  • Published:
Science China Information Sciences Aims and scope Submit manuscript

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.

References

  1. Xu J, Chen D, Lv J, et al. Software Automation (in Chinese). Beijing: Tsinghua University Press, 1994

    Google Scholar 

  2. Pressman R. Software Engineering: a Practitioner’s Approach. Boston: McGraw Hill Press, 2010

    MATH  Google Scholar 

  3. Hudak P. Conception, evolution, and application of functional programming languages. ACM Comput Surv, 1989, 21: 359–411

    Article  Google Scholar 

  4. Mernik M, Heering J, Sloane A M. When and how to develop domain-specific languages. ACM Comput Surv, 2005, 37: 316–344

    Article  Google Scholar 

  5. Hutchins W, Somers H. An Introduction to Machine Translation. London: Academic Press, 1992

    MATH  Google Scholar 

  6. D’Ambros M, Lanza M, Robbes R. Evaluating defect prediction approaches: a benchmark and an extensive comparison. Empir Softw Eng, 2012, 17: 531–577

    Article  Google Scholar 

  7. Mou L L, Li G, Zhang L, et al. Convolutional neural networks over tree structures for programming language processing. In: Proceedings of the 30th AAAI Conference on Artificial Intelligence (AAAI-16), Phoenix, 2016. 1287–1293

    Google Scholar 

  8. Mei H, Chang J C, Yang F Q. Software component composition based on ADL and middleware. Sci China Ser F-Inf Sci, 2001, 44: 136–151

    Google Scholar 

Download references

Acknowledgements

This work was supported by National Key Research and Development Program of China (Grant No. 2017YFB1001803).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Hong Mei.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Mei, H., Zhang, L. Can big data bring a breakthrough for software automation?. Sci. China Inf. Sci. 61, 056101 (2018). https://doi.org/10.1007/s11432-017-9355-3

Download citation

  • Received:

  • Accepted:

  • Published:

  • DOI: https://doi.org/10.1007/s11432-017-9355-3

Navigation