Skip to main content

Evaluation Strategy of Teacher Professional Development in Applied Universities Based on BP Neural Network

  • Conference paper
  • First Online:
Application of Intelligent Systems in Multi-modal Information Analytics (MMIA 2020)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1233))

  • 1006 Accesses

Abstract

The progress of education cannot be separated from the development of teachers, and high-quality education cannot be separated from high-quality teachers. To guide teachers to take the road of professional development is the trend and the inevitable direction of the reform and development of application-oriented universities in China. The performance appraisal system of university teachers is an important part of the professional development of higher education teachers and the main means of evaluating teachers’ teaching and scientific research achievements. The establishment of the performance appraisal system is conducive to the development of teachers’ specialization and the improvement of teaching and scientific research level BP neural network is used to study the performance assessment of teachers in application-oriented undergraduate universities in this paper, change the evaluation methods, and guide teachers to take the road of professional development.

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

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 169.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 219.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Debroy, A.: Teachers’ perceptions on student evaluation of teaching as a tool for faculty development and quality assurance in medical education. J. Educ. Health Promot. 10, 281 (2019)

    Google Scholar 

  2. Rebecca, J., Collie, N., Perry, E.: Cultivating teacher thriving through social–emotional competence and its development. Aust. Educ. Res. 46(4), 699–714 (2019)

    Google Scholar 

  3. Lin, J.: From a lecturer to a researcher: a three-stage process of science teachers’ professional development in mainland China. Asia-Pac. Sci. Educ. 5(5), 200–219 (2019)

    Google Scholar 

  4. Voon, X.P., Wong, L.-H.: Principled practical knowledge in bridging practical and reflective experiential learning: case studies of teachers’ professional development. Asia Pac. Educ. Rev. 20(4), 641–656 (2019)

    Google Scholar 

  5. Lewitt, M.S.: Development of a pilates teaching framework from an international survey of teacher practice. J. Bodyw. Mov. Ther. 2(05), 943–949 (2019)

    Google Scholar 

  6. Cai, X.: Exploration on the financing risks of enterprise supply chain using back propagation neural network. J. Comput. Appl. Math. (10), 116–119 (2020)

    Google Scholar 

  7. Xu, Z.: BP neural networks and random forest models to detect damage by Dendrolimus punctatus Walker. J. For. Res. 31(1), 107–121 (2020)

    Google Scholar 

  8. Chang, Y.: Penetration quality prediction of asymmetrical fillet root welding based on optimized BP neural network. J. Manuf. Proces. 22, 247–254 (2020)

    Google Scholar 

  9. Wu, Y.: Prediction of coal and gas outburst: a method based on the BP neural network optimized by GASA. Process Saf. Environ. Prot. 10(02), 64–72 (2019)

    Google Scholar 

  10. Wang, J.: Reconstruction of missing color-channel data using a three-step back propagation neural network. Int. J. Mach. Learn. Cybern. 10(10), 2631–2642 (2019)

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Guohua Fu .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2021 Springer Nature Switzerland AG

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Fu, G. (2021). Evaluation Strategy of Teacher Professional Development in Applied Universities Based on BP Neural Network. In: Sugumaran, V., Xu, Z., Zhou, H. (eds) Application of Intelligent Systems in Multi-modal Information Analytics. MMIA 2020. Advances in Intelligent Systems and Computing, vol 1233. Springer, Cham. https://doi.org/10.1007/978-3-030-51431-0_70

Download citation

Publish with us

Policies and ethics