Xingyi Li,Viviana Culmone,Bert De Reyck,Onesun Steve Yoo
出处
期刊:INFORMS journal on applied analytics [Institute for Operations Research and the Management Sciences] 日期:2025-01-09
标识
DOI:10.1287/inte.2023.0099
摘要
Automating spend analysis for procurement practices, our novel three-component classification model processes unstructured spend texts to replicate expert decision-making. Using data from Cranswick PLC, our model improves supplier categorization accuracy and identifies cost-saving opportunities, with projected annual savings of £16–£22 million.