Research on Enterprise Performance Evaluation Based on Decision Tree Method
- 10.2991/aebmr.k.201211.024How to use a DOI?
- Performance evaluation, enterprise management, decision tree
Enterprise performance evaluation is not only a significant means of self-supervision and self-restraint for enterprises, but also a significant management tool for enterprises to implement strategic management. Enterprises have a large number of stakeholders. Enterprise management objectives should be relevant to the stakeholders. The objectives of each stakeholder can be compromised for the long-term steady development of enterprises and the successive growth of the total value of enterprises. Quantitative performance appraisal system of enterprises is the evaluation of various enterprise activity data in a fixed period time facing the management level of enterprises. Effective performance evaluation is beneficial for enterprise managers and other stakeholders to have a comprehensive understanding of the enterprise’s operating conditions and development trends, and for enterprises to establish and perfect effective restraint and incentive mechanisms. This paper mainly introduces a quantitative analysis method to improve the reliability and validity of evaluation and save evaluation time by using decision tree method in data mining technology in the process of enterprise management performance evaluation.The purpose is that enterprises should strive to establish an enterprise performance evaluation index system based on value creation, realize the optimal allocation of resources, enhance the management ability of enterprises, and accelerate the renewable development of enterprises.
- © 2020, the Authors. Published by Atlantis Press.
- Open Access
- This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).
Cite this article
TY - CONF AU - Zhao Yin AU - Zhendong Wang PY - 2020 DA - 2020/12/14 TI - Research on Enterprise Performance Evaluation Based on Decision Tree Method BT - Proceedings of the Fifth International Conference on Economic and Business Management (FEBM 2020) PB - Atlantis Press SP - 125 EP - 134 SN - 2352-5428 UR - https://doi.org/10.2991/aebmr.k.201211.024 DO - 10.2991/aebmr.k.201211.024 ID - Yin2020 ER -