人工智能在采购过程中的作用：最新技术和研究议程

IF 6.8 2区管理学 Q1 MANAGEMENT

Journal of Purchasing and Supply Management Pub Date : 2023-03-01 DOI:10.1016/j.pursup.2023.100823

Michela Guida, Federico Caniato, Antonella Moretto, Stefano Ronchi

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引用次数: 3

摘要

人工智能在许多领域被广泛采用，但尽管其潜力巨大，但在采购方面仍处于初级阶段。为了了解研究和实践的现状，并确定未来的研究方向，本文对人工智能在采购过程中的作用进行了混合方法的探索性研究。本文结合了系统的文献综述、基于人工智能的采购平台提供商的产品图谱以及与采购经理的焦点小组。结果绘制了基于人工智能的解决方案在整个采购过程中的功能图，描述了采用这些解决方案的好处和挑战，并确定了未来的研究方向。

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The role of artificial intelligence in the procurement process: State of the art and research agenda

Artificial intelligence (AI) is widely adopted in many areas, but it is still in its infancy in procurement, despite its potential. To map the state of the art of both research and practice and identify future research directions, this paper presents a mixed methodology exploratory study of the role of AI in the procurement process. The paper combines a systematic literature review, a mapping of the offerings of providers of AI-based procurement platforms and a focus group with procurement managers. Results map the functionalities of AI-based solutions throughout the procurement process, describe benefits and challenges to their adoption and identify future research directions.

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来源期刊

Journal of Purchasing and Supply Management MANAGEMENT-

CiteScore

10.30

自引率

18.00%

发文量

审稿时长

70 days

期刊介绍： The mission of the Journal of Purchasing & Supply Management is to publish original, high-quality research within the field of purchasing and supply management (PSM). Articles should have a significant impact on PSM theory and practice. The Journal ensures that high quality research is collected and disseminated widely to both academics and practitioners, and provides a forum for debate. It covers all subjects relating to the purchase and supply of goods and services in industry, commerce, local, national, and regional government, health and transportation.