互动营销中的人工智能:概念框架和研究议程

IF 9.6 2区 管理学 Q1 BUSINESS
J. W. Peltier, A. J. Dahl, J. Schibrowsky
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引用次数: 3

摘要

人工智能(AI)正在改变消费者的体验,以及企业如何识别、创建、培养和管理互动营销关系。然而,大多数营销人员并不清楚人工智能是什么,以及它如何使消费者和企业相互受益。在本文中,作者对营销文献进行了广泛的回顾,开发了一个人工智能框架,用于理解互动买卖双方营销关系中的价值共同创造,确定研究空白并提供未来的研究议程。设计/方法/方法作者首先在16个顶级营销期刊上对人工智能进行了广泛的文献综述。在此综述的基础上,提出了一个理解互动买卖双方营销关系中价值共同创造的人工智能框架。文献综述得出了一些重要的研究成果和总结领域:(1)历史视角;(2)人工智能的定义和边界;(3)人工智能与互动营销;(4)互动营销领域的相关理论;(5)基于人工智能使用前因、交互式人工智能使用背景和人工智能支持的价值共同创造结果来综合人工智能研究。原创性/价值这是对市场营销中人工智能文献最广泛的评论之一,包括对超过300个概念和实证研究的评估。基于这些发现,作者提出了未来的研究议程,包括一个名为“什么是互动营销中的人工智能?”AI设计因素,AI核心元素和互动营销AI使用环境。”
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Artificial intelligence in interactive marketing: a conceptual framework and research agenda
PurposeArtificial intelligence (AI) is transforming consumers' experiences and how firms identify, create, nurture and manage interactive marketing relationships. However, most marketers do not have a clear understanding of what AI is and how it may mutually benefit consumers and firms. In this paper, the authors conduct an extensive review of the marketing literature, develop an AI framework for understanding value co-creation in interactive buyer–seller marketing relationships, identify research gaps and offer a future research agenda.Design/methodology/approachThe authors first conduct an extensive literature review in 16 top marketing journals on AI. Based on this review, an AI framework for understanding value co-creation in interactive buyer–seller marketing relationships was conceptualized.FindingsThe literature review led to a number of key research findings and summary areas: (1) an historical perspective, (2) definitions and boundaries of AI, (3) AI and interactive marketing, (4) relevant theories in the domain of interactive marketing and (5) synthesizing AI research based on antecedents to AI usage, interactive AI usage contexts and AI-enabled value co-creation outcomes.Originality/valueThis is one of the most extensive reviews of AI literature in marketing, including an evaluation of in excess or 300 conceptual and empirical research. Based on the findings, the authors offer a future research agenda, including a visual titled “What is AI in Interactive Marketing? AI design factors, AI core elements & interactive marketing AI usage contexts.”
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来源期刊
CiteScore
17.80
自引率
17.10%
发文量
31
期刊介绍: The mission of the Journal of Research in Interactive Marketing is to address substantive issues in interactive, relationship, electronic, direct and multi-channel marketing and marketing management. ISSN: 2040-7122 eISSN: 2040-7122 With its origins in the discipline and practice of direct marketing, the Journal of Research in Interactive Marketing (JRIM) aims to publish progressive, innovative and rigorous scholarly research for marketing academics and practitioners.
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