CN-121998485-A - Supply chain evaluation method and device

CN121998485ACN 121998485 ACN121998485 ACN 121998485ACN-121998485-A

Abstract

The embodiment of the disclosure provides a supply chain evaluation method and device, wherein the method comprises the steps of obtaining pre-evaluation grades of maturity of a plurality of supply chains, obtaining a plurality of evaluation indexes related to the maturity, determining an evaluation mode of each evaluation index according to the pre-evaluation grades for each supply chain, obtaining a first score of each evaluation index of the supply chain according to the evaluation mode, determining information entropy of each evaluation index according to the first score of each supply chain in each evaluation index, wherein the information entropy represents information quantity reflected by the change degree of the first score of each evaluation index, evaluating the maturity of a target supply chain according to the first score of each evaluation index of the target supply chain and the information entropy of each evaluation index, and obtaining the first maturity grade of the target supply chain, wherein the target supply chain is one of the plurality of supply chains. By this embodiment, the accuracy of evaluation of the supply chain maturity can be improved.

Inventors

Lu Chenli
LAI XIUFENG
ZHAO WAN
HUANG ZHEN
TANG YANJUAN
LI CHENHUI
BAI XUEFENG
WANG QING

Assignees

中移数智科技有限公司
中国移动通信集团设计院有限公司
中国移动通信集团有限公司

Dates

Publication Date: 20260508
Application Date: 20251231

Claims (11)

1. A supply chain evaluation method, comprising: acquiring a pre-evaluation grade of maturity of a plurality of supply chains, and acquiring a plurality of evaluation indexes related to the maturity; For each supply chain, determining an evaluation mode of each evaluation index according to the pre-evaluation grade, and acquiring a first score of the supply chain in each evaluation index according to the evaluation mode; determining information entropy of each evaluation index according to a first score of each supply chain in each evaluation index, wherein the information entropy represents the information quantity reflected by the change degree of the first score of each evaluation index; and evaluating the maturity of the target supply chain according to the first score of the target supply chain in each evaluation index and the information entropy of each evaluation index to obtain a first maturity level of the target supply chain, wherein the target supply chain is one of the plurality of supply chains.
2. The method of claim 1, wherein the obtaining a pre-evaluation level of maturity for a plurality of supply chains comprises: acquiring file examination results of the supply chains for each supply chain; and determining a pre-evaluation grade of the supply chain according to the file examination result, wherein the pre-evaluation grade is one of a plurality of preset evaluation grades.
3. The method of claim 2, wherein the obtaining the file audit results of the supply chain comprises: receiving an evaluation request for the supply chain, wherein the evaluation request carries a third evaluation grade; According to the examination task list corresponding to the third evaluation level, the documents related to the supply chain are examined to obtain document examination results; The determining the pre-evaluation level of the supply chain according to the file examination result comprises the following steps: And if the file examination result indicates that examination is passed, determining the third evaluation grade as the pre-evaluation grade.
4. The method of claim 1, wherein determining the entropy of each of the evaluation metrics based on the first score of each of the supply chains at each of the evaluation metrics comprises: Normalizing the first score to obtain a second score; Calculating the characteristic proportion of each supply chain relative to each evaluation index according to the second scores of each supply chain at each evaluation index; and calculating the information entropy of each evaluation index according to the characteristic proportion of each supply chain relative to each evaluation index.
5. The method of claim 1, wherein the obtaining a plurality of evaluation metrics related to the maturity comprises: for each supply chain, acquiring data characteristics of the supply chain related to an initial evaluation index set; And screening the initial evaluation index set according to the data characteristics to obtain a plurality of evaluation indexes related to the maturity.
6. The method of claim 1, wherein evaluating the maturity of the target supply chain based on a first score of the target supply chain at each of the evaluation metrics and an information entropy of each of the evaluation metrics, to obtain a first maturity rating of the target supply chain, comprises: Obtaining standard clouds of all preset evaluation grades; Determining the comprehensive evaluation cloud of the target supply chain according to the first scores of the target supply chain in the evaluation indexes and the information entropy of the evaluation indexes; Respectively calculating the similarity of the comprehensive evaluation cloud and the standard cloud of each preset evaluation level; and determining a first maturity level of the target supply chain according to the similarity.
7. The method according to claim 1, wherein the method further comprises: Determining the comprehensive score of the target supply chain in each evaluation domain according to the first score of the target supply chain in each evaluation index and the corresponding relation between the preset evaluation domain and the evaluation index; And evaluating the maturity of the target supply chain in each evaluation domain according to the comprehensive score of the target supply chain in each evaluation domain, so as to obtain a second maturity level of the target supply chain in each evaluation domain.
8. A supply chain evaluation device, comprising: A data acquisition unit for acquiring a pre-evaluation level of maturity of a plurality of supply chains, and acquiring a plurality of evaluation indexes related to the maturity; A score obtaining unit, configured to determine, for each supply chain, an evaluation mode of each evaluation index according to the pre-evaluation level, and obtain, according to the evaluation mode, a first score of the supply chain at each evaluation index; An information entropy determining unit configured to determine an information entropy of each evaluation index according to a first score of each supply chain at each evaluation index, the information entropy representing an information amount reflected for a degree of change in the first score of the evaluation index; And the maturity evaluation unit is used for evaluating the maturity of the target supply chain according to the first scores of the target supply chain on each evaluation index and the information entropy of each evaluation index to obtain a first maturity level of the target supply chain, wherein the target supply chain is one of the plurality of supply chains.
9. An electronic device comprising a memory and a processor, the memory having stored thereon computer executable instructions that, when run on the processor, are capable of implementing the method of any of the preceding claims 1-7.
10. A computer readable storage medium having stored therein computer executable instructions which, when executed by a processor, are capable of carrying out the method of any one of the preceding claims 1-7.
11. A computer program product, characterized in that the computer program product comprises a computer program which, when executed by a processor, implements the method of any of the preceding claims 1-7.

Description

Supply chain evaluation method and device Technical Field The present document relates to the field of data processing technologies, and in particular, to a supply chain evaluation method and apparatus. Background In the related art, the supply chain refers to a functional network chain structure that uses raw material purchase as a starting point, and sequentially passes through each node in the chain to transfer the product to the consumer. The maturity of a supply chain is a comprehensive evaluation index for measuring the perfection, stability and evolution potential of the supply chain during operation. Considering that the organization structures of different supply chains may have large differences, if the maturity of each supply chain is evaluated by adopting a unified standard, the structural differences may be misjudged as capability differences in the evaluation process due to the fact that the unified standard is difficult to adapt to the capability features of different structures, so that the evaluation is inaccurate. Therefore, the problem of how to improve the accuracy of evaluation for the maturity of the supply chain is attracting more and more attention. Disclosure of Invention The embodiment of the disclosure provides a supply chain evaluation method and a supply chain evaluation device, which are used for solving the problem of how to improve the accuracy of supply chain evaluation. In a first aspect, an embodiment of the present disclosure provides a supply chain evaluation method, including: acquiring a pre-evaluation grade of maturity of a plurality of supply chains, and acquiring a plurality of evaluation indexes related to the maturity; For each supply chain, determining an evaluation mode of each evaluation index according to the pre-evaluation grade, and acquiring a first score of the supply chain in each evaluation index according to the evaluation mode; determining information entropy of each evaluation index according to a first score of each supply chain in each evaluation index, wherein the information entropy represents the information quantity reflected by the change degree of the first score of each evaluation index; and evaluating the maturity of the target supply chain according to the first score of the target supply chain in each evaluation index and the information entropy of each evaluation index to obtain a first maturity level of the target supply chain, wherein the target supply chain is one of the plurality of supply chains. In a second aspect, embodiments of the present disclosure provide a supply chain evaluation apparatus, including: A data acquisition unit for acquiring a pre-evaluation level of maturity of a plurality of supply chains, and acquiring a plurality of evaluation indexes related to the maturity; A score obtaining unit, configured to determine, for each supply chain, an evaluation mode of each evaluation index according to the pre-evaluation level, and obtain, according to the evaluation mode, a first score of the supply chain at each evaluation index; An information entropy determining unit configured to determine an information entropy of each evaluation index according to a first score of each supply chain at each evaluation index, the information entropy representing an information amount reflected for a degree of change in the first score of the evaluation index; And the maturity evaluation unit is used for evaluating the maturity of the target supply chain according to the first scores of the target supply chain on each evaluation index and the information entropy of each evaluation index to obtain a first maturity level of the target supply chain, wherein the target supply chain is one of the plurality of supply chains. In a third aspect, an embodiment of the present disclosure provides an electronic device comprising a memory, a processor, and computer-executable instructions stored on the memory and executable on the processor, which when executed by the processor, implement a method as described in the first aspect above. In a fourth aspect, embodiments of the present disclosure provide a computer-readable storage medium for storing computer-executable instructions that, when executed by a processor, implement a method as described in the first aspect above. In a fifth aspect, embodiments of the present disclosure provide a computer program product comprising a computer program which, when executed by a processor, implements the method of the first aspect described above. In one or more embodiments of the disclosure, first, a pre-evaluation level of maturity of a plurality of supply chains is obtained, and a plurality of evaluation indexes related to the maturity are obtained, then, for each supply chain, an evaluation mode of each evaluation index is determined according to the pre-evaluation level, a first score of the supply chain at each evaluation index is obtained according to the evaluation mode, then, an information entropy of e