人工智能在营销战略中的应用:自动化、个性化和预测

Maciej Potwora, Olha Vdovichena, Dmytrii Semchuk, Liubov Lipych, Volodymyr Saienko
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引用次数: 0

摘要

在数字化转型时代,将人工智能(AI)融入营销战略至关重要,尤其是在自动化、个性化和预测方面。本研究探讨了人工智能在从传统营销框架向数据驱动方法过渡中的演变作用,从而提高营销效率和客户参与度。市场营销中的战略决策越来越依赖人工智能,这凸显了本研究的重要意义。通过系统的文献综述和专题分析,本研究综合了一系列研究的数据,以深入了解人工智能对市场营销的影响。研究结果表明,人工智能大大简化了营销操作,促进了高度个性化的营销策略,并提高了预测市场趋势和消费者行为的准确性。不过,这项研究也揭示了与在营销中使用人工智能相关的道德和隐私问题。研究结果表明,在人工智能的推动下,营销实践发生了重大转变,其特点是运营效率和客户互动得到改善。尽管如此,本研究仍强调了解决伦理因素和隐私问题的重要性,并强调了负责任的人工智能部署。本研究对人工智能与市场营销的结合提供了一个全面的视角,并对未来趋势提出了见解。它建议采取一种平衡的方法来利用人工智能的能力,同时坚持道德标准。研究的实际意义旨在指导营销人员和研究人员在营销战略中负责任地、有效地采用人工智能,为未来铺平道路,使技术在不损害道德诚信的前提下增强营销工作。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
The use of artificial intelligence in marketing strategies: Automation, personalization and forecasting
The integration of Artificial Intelligence (AI) in marketing strategies is pivotal in the era of digital transformation, especially in automation, personalization, and forecasting. This research investigates the evolutionary role of AI in transitioning from traditional marketing frameworks to data-driven methodologies, thereby enhancing marketing efficiency and customer engagement. The increasing reliance on AI for strategic decision-making in marketing underscores the significance of this study. Employing a systematic literature review and thematic analysis, this research synthesizes data from an array of studies to thoroughly understand the impact of AI on marketing. The findings reveal that AI significantly streamlines marketing operations, fosters highly personalized marketing strategies, and enhances the accuracy of forecasting market trends and consumer behavior. However, this study also sheds light on the ethical and privacy concerns associated with the use of AI in marketing. Results point towards a significant transformation in marketing practices propelled by AI, marked by improvements in operational efficiency and customer interaction. Nevertheless, the study advocates the importance of addressing ethical considerations and privacy issues, emphasizing responsible AI deployment. The study offers a comprehensive perspective on the integration of AI in marketing and suggests insights into prospective trends. It recommends a balanced approach to leveraging AI’s capabilities while upholding ethical standards. The research’s practical implications aim to guide marketers and researchers towards responsible and effective AI adoption in marketing strategies, paving the way for a future where technology enhances marketing endevaours without compromising ethical integrity.
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