IDEAS home Printed from https://ideas.repec.org/a/ids/ijsusd/v26y2023i3-4p226-242.html
   My bibliography  Save this article

Study on construction and application effect of the evaluation index system of college students' innovation and entrepreneurship ability

Author

Listed:
  • Chongyou Ruan
  • Yiwen Ruan

Abstract

Aiming at the low accuracy rate and recall rate of the evaluation index system of innovation and entrepreneurship ability of college students, a new evaluation index system of innovation and entrepreneurship ability of college students is designed and the application effect is studied. Firstly, the capability evaluation index system was constructed according to the five principles and evaluation index system dimension. Then, the principal component analysis method was introduced, and the CRITIC method was adopted to calculate the weight and optimise the algorithm. The evaluation index system was optimised through the optimised algorithm. Finally, the numerical transformation was carried out to obtain the evaluation score and realise the evaluation. The experimental results show that the correlation coefficient of this method is 0.98, the evaluation accuracy rate is 96.5%, and the evaluation recall rate is 97.0%. The PR curve has a good performance, and it has a higher application value.

Suggested Citation

  • Chongyou Ruan & Yiwen Ruan, 2023. "Study on construction and application effect of the evaluation index system of college students' innovation and entrepreneurship ability," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 26(3/4), pages 226-242.
    • Handle: RePEc:ids:ijsusd:v:26:y:2023:i:3/4:p:226-242
    as

    Download full text from publisher

    File URL: http://www.inderscience.com/link.php?id=134414
    Download Restriction: Access to full text is restricted to subscribers.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:ids:ijsusd:v:26:y:2023:i:3/4:p:226-242. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    We have no bibliographic references for this item. You can help adding them by using this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sarah Parker (email available below). General contact details of provider: http://www.inderscience.com/browse/index.php?journalID=25 .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.