区间值中性集MCGDM的改进MABAC及其在数字文创产品设计质量评价中的应用

IF 1.7 4区 计算机科学 Q3 COMPUTER SCIENCE, ARTIFICIAL INTELLIGENCE Journal of Intelligent & Fuzzy Systems Pub Date : 2023-10-31 DOI:10.3233/jifs-230520
Yibo Wang
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引用次数: 0

摘要

随着数字创意产业的发展和更多新兴数字技术的运用,数字文创设计产品的形式也日益多样化。与传统的文创设计产品不同,数字文创设计产品不再局限于实体产品,而是更多地出现在展示、虚拟现实、产品可视化等领域。在数字信息技术与文创内容结合的初始阶段,数字文创设计产品不同于普通文创设计产品,为用户开启了全新的视野。数字文化创意设计产品的设计质量评估被视为一个多标准群体决策(MCGDM)。单值嗜中性集(SVNSs)概念及其区间值版本(区间值嗜中性集,IVNSs)是最近用于管理MCGDM中不确定表示问题的快速发展。在svns中,决策者(dm)可以描述成员、非成员和犹豫。IVNSs通过将间隔描述为这三个信息决策度来扩展这一有用的特性。通过这种方式,可以更有效地量化人类判断中隐藏的不确定性、模糊性和模糊性。ivns在MCGDM中得到了广泛的应用和研究。本文的主要目的是提出基于前景理论(PT)的区间值中性数MABAC (IVNN-MABAC)技术来解决MCGDM问题。最后,以数字文创产品设计质量评价为例,通过对比分析,论证了设计方法的优越性。
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Modified MABAC for MCGDM with interval-valued neutrosophic sets and application to design quality evaluation of digital cultural and creative products
With the development of digital creative industry and the use of more emerging digital technologies, the forms of digital cultural and creative design products are also increasingly diversified. Unlike traditional cultural and creative design products, digital cultural and creative design products are no longer limited to physical products, but appear more in the field of exhibition, virtual reality and product visualization. At the initial stage of the combination of digital information technology and cultural and creative content, digital cultural and creative design products, unlike ordinary cultural and creative design products, opened a new vision for users. The design quality evaluation of digital cultural and creative design products is viewed as a multi-criteria group decision-making (MCGDM). The single-value neutrosophic sets (SVNSs) concept and its interval-valued version (Interval-valued neutrosophic sets, IVNSs) are within the recent rapid developments for managing the uncertain representation problem in MCGDM. In SVNSs, decision makers (DMs) could portray membership, non-membership and hesitancy. IVNSs expands this useful feature through portraying intervals to these three information decision degrees. In this manner, the uncertainty, ambiguity and vagueness hidden in human judgements could be quantified more efficiently. IVNSs have been widely employed and researched in MCGDM. The main purpose of this paper is to proposed the Interval-valued neutrosophic number MABAC (IVNN-MABAC) technique based on prospect theory (PT) to address the MCGDM. Eventually, an example for design quality evaluation of digital cultural and creative design products and some comparative analysis was employed to demonstrate the superiority of the designed technique.
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来源期刊
Journal of Intelligent & Fuzzy Systems
Journal of Intelligent & Fuzzy Systems 工程技术-计算机:人工智能
CiteScore
3.40
自引率
10.00%
发文量
965
审稿时长
5.1 months
期刊介绍: The purpose of the Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology is to foster advancements of knowledge and help disseminate results concerning recent applications and case studies in the areas of fuzzy logic, intelligent systems, and web-based applications among working professionals and professionals in education and research, covering a broad cross-section of technical disciplines.
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