人工智能发展对营销传播发展的影响

IF 1.2 Q4 MANAGEMENT Marketing and Management of Innovations Pub Date : 2023-01-01 DOI:10.21272/mmi.2023.1-15
V. Nesterenko, O. Olefirenko
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引用次数: 2

摘要

广告一直是并且仍然是公司运营的重要组成部分。随着技术的发展,其实施方式和形式也在不断变化,这使得营销人员能够找到新的方式来影响消费者和推广产品。其中一种新形式,即在人工智能的帮助下创造的广告,将在研究中进行分析。本研究旨在评估科技对营销传播发展的影响。该研究应用方差分析技术来实现论文的目标。对使用人工智能来改善营销活动的可能性以及可以(或将)在营销行业中实施的人工智能技术的现代发展进行了总体回顾。除了提高广告效率和收集用户数据的可能性外,还强调了实现该技术提供的所有好处的许多选择。方差分析模型的结果证实了人工智能制作的广告视频与完全由人类制作的视频在感知上存在统计学上显著差异的假设。此外,在性别因素方面,对人工智能制作的视频的感知存在统计学上的显著差异。作者简要回顾了一些大公司使用人工智能技术的现实案例,并展示了它们的效率指标。作者还调查了一组人对几条广告的印象,其中一条是由人工智能编写的,另一条不是。该研究为现代营销理论带来了新的知识,并允许对当前广告活动原则和该领域技术的进一步发展进行新的审视。
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The impact of AI development on the development of marketing communications
Advertising has always been and remains an important part of companies’ operations. With the development of technology, its implementation and forms are constantly changing, allowing marketers to find new ways to influence consumers and promote products. One of these new forms, namely advertising created with the assistance of artificial intelligence, will be analyzed in the research. The research aims to assess the impact of technology on the development of marketing communications. The study applies ANNOVA techniques to achieve the paper’s aims. A general review of the possibilities of using artificial intelligence to improve the marketing campaign and modern developments in artificial intelligence technologies that can (or will) be implemented in the marketing industry was conducted. Many options for realizing all the benefits provided by the technology, aside from the possibility of increasing the efficiency of advertising and collecting user data, were highlighted. The results of the ANOVA modeling allowed confirming the hypothesis about the existence of a statistically significant difference in the perception of the advertising video created by artificial intelligence, as opposed to videos created exclusively by humans. Additionally, there was a statistically significant difference in the perception of the video created by artificial intelligence with regards to the gender factor. The authors briefly reviewed real-life cases of artificial intelligence technologies used by some large companies and showed their efficiency indicators. The authors also surveyed a group of people about their impressions of several commercials, one of which was written by artificial intelligence and the others not. The research brings new knowledge to modern marketing theory and allows for a fresh look at the current principles of advertising campaigns and further development of technologies in this area.
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