Social Entrepreneurial Marketing and Innovation in B2B Services: Building Resilience with Explainable Artificial Intelligence

IF 6.9 3区 管理学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Femi Olan, Thanos Papadopoulos, Konstantina Spanaki, Uchitha Jayawickrama
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Abstract

Explainable artificial intelligence (XAI) and other digital technologies are altering the nature of social entrepreneurship, marketing, and other service activities. The structures and strategies of entrepreneurs undergo radical change as a result of the impact of XAI on marketing and innovation. Despite the increased interest in business to business (B2B) literature, there are limitations on how and what circumstances the activities of B2B marketing on social entrepreneurship. Therefore, this study outlines how XAI will impact B2B services by building resilience during and after crisis events such as the COVID-19 pandemic. To develop an in-depth understanding on the theories of social entrepreneurship, B2B marketing, and emerging technologies, this study set apart and conceptualize relevant factors and linkages. The result shows that based on a survey of 295 samples of B2B services entrepreneurial businesses, XAI enhances the establishment of a sustainable resilience for B2B marketing activities and contribute to building social entrepreneurial strategies for B2B marketing innovation.

可解释人工智能(XAI)和其他数字技术正在改变社会创业、市场营销和其他服务活动的性质。由于 XAI 对市场营销和创新的影响,企业家的结构和战略发生了翻天覆地的变化。尽管企业对企业(B2B)的文献越来越受关注,但关于 B2B 营销活动如何以及在什么情况下影响社会创业的研究还很有限。因此,本研究概述了 XAI 将如何通过在 COVID-19 大流行等危机事件期间和之后建立复原力来影响 B2B 服务。为了深入理解社会创业、B2B 营销和新兴技术的理论,本研究对相关因素和联系进行了区分和概念化。研究结果表明,基于对 295 个 B2B 服务创业企业样本的调查,XAI 可增强 B2B 营销活动的可持续复原力,并有助于构建 B2B 营销创新的社会创业战略。
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来源期刊
Information Systems Frontiers
Information Systems Frontiers 工程技术-计算机:理论方法
CiteScore
13.30
自引率
18.60%
发文量
127
审稿时长
9 months
期刊介绍: The interdisciplinary interfaces of Information Systems (IS) are fast emerging as defining areas of research and development in IS. These developments are largely due to the transformation of Information Technology (IT) towards networked worlds and its effects on global communications and economies. While these developments are shaping the way information is used in all forms of human enterprise, they are also setting the tone and pace of information systems of the future. The major advances in IT such as client/server systems, the Internet and the desktop/multimedia computing revolution, for example, have led to numerous important vistas of research and development with considerable practical impact and academic significance. While the industry seeks to develop high performance IS/IT solutions to a variety of contemporary information support needs, academia looks to extend the reach of IS technology into new application domains. Information Systems Frontiers (ISF) aims to provide a common forum of dissemination of frontline industrial developments of substantial academic value and pioneering academic research of significant practical impact.
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