Skip to main content

Game Model of Regional Education and Economic Development Based on Association Rule Mining Algorithm

  • Conference paper
  • First Online:
e-Learning, e-Education, and Online Training (eLEOT 2020)

Abstract

Aiming at the problem that the game model studies the relationship between regional education and economic development, it will lead to a certain contradiction, which will lead to a long time to obtain game analysis results. This paper proposes a regional education and economic development game based on association rule mining algorithm model. Collect and process data on regional education and economic development; define the subject of regional education and economic development; use Apriori algorithm to implement association rule mining on the relationship between the two, and realize the game of the relationship between regional education and economic development through the coupling degree function, and thus complete mining based on association rules Algorithmic regional education and economic development game model building. Through comparative experiments, it can be concluded that the proposed game model can more quickly obtain the results of game analysis, and through the analysis of coupled and coordinated development, we can come up with suggestions for coordinated development of higher education and regional economy.

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 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 54.99
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. Wang, Z.: Research on the collaborative development of higher vocational education and regional economy from the perspective of triple helix model. J. Zhejiang Bus. Technol. Inst. 18(1), 78–81 (2019)

    Google Scholar 

  2. Li, J., He, S., Zhang, Q.: The research on the relationship between development of higher education and economic growth in Jilin Province: based on the grey relation entropy model. Jilin Normal Univ. J. (Human. Soc. Sci. Ed.) 46(1), 89–96 (2018)

    Google Scholar 

  3. Tang, Y.: System innovation of coordinating urban and rural vocational education and regional economic linkage development. J. Heilongjiang Coll. Educ. 38(9), 57–59 (2019)

    Google Scholar 

  4. Zhang, H., Huang, J., Cui, Y.: Game models and contract of green supply chain considering fairness preference and government subsidies. Ind. Technol. Econ. 37(1), 111–121 (2018)

    Google Scholar 

  5. Li, X., Liu, C., Zhong, J.: User-centered demand response game model and algorithm research. J. Nanjing Inst. Technol. (Nat. Sci. Ed.) 16(2), 16–21 (2018)

    Google Scholar 

  6. Bi, H.: Research on the relationship between the subjects of marathon entry based on the bilateral matching game model. J. Jilin Sport Univ. 35(3), 26–31 (2019)

    Google Scholar 

  7. Xiao, W., Hu, J., Zhou, X.: Parallel association rules mining algorithm based on MapReduce: a survey. Appl. Res. Comput. 35(1), 13–23 (2018)

    Google Scholar 

  8. Zeng, Z., Gong, Q., Zhang, J.: Improved association rule mining algorithm: MIFP-apriori algorithm. Sci. Technol. Eng. 19(16), 216–220 (2019)

    Google Scholar 

  9. Lu, X., Wang, X.: Educational administration data mining of association rules based on domain association redundancy. Comput. Sci. 46(z1), 427–430,435 (2019)

    Google Scholar 

  10. Zhao, J., Liu, Y., Liu, N., et al.: Association rules of monitoring and early warning by using landslides FRPFP model—case study of Jiangjin-Fengjie reach in Three Gorges Reservoir area. Chin. J. Geotech. Eng. 41(3), 492–500 (2019)

    Google Scholar 

Download references

Funding

The 13th Five Year Plan of Jiangxi Education Science “Research on the Coordinated Development of Regional Higher Education and Economy” (17ZD065).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Shan Wang .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2020 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Wang, S. (2020). Game Model of Regional Education and Economic Development Based on Association Rule Mining Algorithm. In: Liu, S., Sun, G., Fu, W. (eds) e-Learning, e-Education, and Online Training. eLEOT 2020. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 340. Springer, Cham. https://doi.org/10.1007/978-3-030-63955-6_14

Download citation

  • DOI: https://doi.org/10.1007/978-3-030-63955-6_14

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-030-63954-9

  • Online ISBN: 978-3-030-63955-6

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics