Application of Natural Language Processing Technology in Sustainable Procurement Analysis of Purchase Orders

Sustainable procurement is a key strategic policy aimed at having a positive impact on the environment, society, and economy while minimizing negative impacts. This article applies natural language processing methods to analyze purchase orders, in order to achieve sustainable procurement evaluation of purchase orders. This study starts with discussing data types, analyzing the potential value of data, and discussing and comparing the advantages and disadvantages of various NLP algorithms. This article uses the NLP algorithm to complete basic content analysis, and in a visual way, reflects the flexibility and meticulousness of the NLP algorithm in data analysis, providing reference significance for sustainable procurement evaluation.

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Published
2024-12-13
DOI
https://doi.org/10.1145/3724154.3724203
Primary Topic
Sustainable Supply Chain Management
Type
article
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article

Application of Natural Language Processing Technology in Sustainable Procurement Analysis of Purchase Orders

Jie Geng, Hongjie Tao, Chunfeng Li
Sustainable Supply Chain Management
article

Application of Natural Language Processing Technology in Sustainable Procurement Analysis of Purchase Orders

Jie Geng, Hongjie Tao, Chunfeng Li
article en

Abstract

Sustainable procurement is a key strategic policy aimed at having a positive impact on the environment, society, and economy while minimizing negative impacts. This article applies natural language processing methods to analyze purchase orders, in order to achieve sustainable procurement evaluation of purchase orders. This study starts with discussing data types, analyzing the potential value of data, and discussing and comparing the advantages and disadvantages of various NLP algorithms. This article uses the NLP algorithm to complete basic content analysis, and in a visual way, reflects the flexibility and meticulousness of the NLP algorithm in data analysis, providing reference significance for sustainable procurement evaluation.

Zhejiang University of Finance and Economics (CN)
Openalex Percentile: Top 49%
Sustainable Supply Chain Management
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