使用犹豫模糊语言术语集定义数字需求的准则:汽车工业应用

Criteria definition for digital requirements using hesitant fuzzy linguistic terms sets: an application to the automotive industry

Annals of Operations Research · 2024
被引 4
ABS 3

中文导读

提出一种结合德尔菲法和犹豫模糊语言术语集的方法,收集专家意见并计算群体共识,为数字需求定义一组群体共识的准则,并在欧洲汽车公司案例中验证其有效性。

Abstract

Abstract Managing a portfolio of digital products is challenging, particularly in a context of limited economic resources and workforce. Therefore, prioritization of activities and new developments is crucial. In Software Development environment, almost all well-known prioritization techniques are based on experts’ knowledge and opinion, leaving little room for a data-driven, objective approach. In this paper, we propose a methodology that adopts the Delphi framework and Hesitant Fuzzy Linguistic Term Sets for collecting experts’ opinions, evaluating perceived importance, and computing group consensus. The objective is to provide a framework to define a group-consensual set of relevant criteria that would represent the basis for a data-driven prioritization process for digital requirements. Implementation and results from a real case application in a European automotive company are presented to understand the relevance of criteria and suggest their inclusion or exclusion for prioritization purposes.

汽车工业软件工程模糊逻辑决策方法