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基于脑电图的神经营销系统综述:最新趋势与分析技术

A systematic review on EEG-based neuromarketing: recent trends and analyzing techniques.

作者信息

Khondakar Md Fazlul Karim, Sarowar Md Hasib, Chowdhury Mehdi Hasan, Majumder Sumit, Hossain Md Azad, Dewan M Ali Akber, Hossain Quazi Delwar

机构信息

Department of Biomedical Engineering, Chittagong University of Engineering & Technology, Chittagong, Bangladesh.

Department of Electrical & Electronic Engineering, Chittagong University of Engineering & Technology, Chittagong, Bangladesh.

出版信息

Brain Inform. 2024 Jun 5;11(1):17. doi: 10.1186/s40708-024-00229-8.

DOI:10.1186/s40708-024-00229-8
PMID:38837089
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC11153447/
Abstract

Neuromarketing is an emerging research field that aims to understand consumers' decision-making processes when choosing which product to buy. This information is highly sought after by businesses looking to improve their marketing strategies by understanding what leaves a positive or negative impression on consumers. It has the potential to revolutionize the marketing industry by enabling companies to offer engaging experiences, create more effective advertisements, avoid the wrong marketing strategies, and ultimately save millions of dollars for businesses. Therefore, good documentation is necessary to capture the current research situation in this vital sector. In this article, we present a systematic review of EEG-based Neuromarketing. We aim to shed light on the research trends, technical scopes, and potential opportunities in this field. We reviewed recent publications from valid databases and divided the popular research topics in Neuromarketing into five clusters to present the current research trend in this field. We also discuss the brain regions that are activated when making purchase decisions and their relevance to Neuromarketing applications. The article provides appropriate illustrations of marketing stimuli that can elicit authentic impressions from consumers' minds, the techniques used to process and analyze recorded brain data, and the current strategies employed to interpret the data. Finally, we offer recommendations to upcoming researchers to help them investigate the possibilities in this area more efficiently in the future.

摘要

神经营销学是一个新兴的研究领域,旨在了解消费者在选择购买何种产品时的决策过程。希望通过了解哪些因素给消费者留下正面或负面印象来改进营销策略的企业对这类信息有着极高的需求。它有可能彻底改变营销行业,使公司能够提供引人入胜的体验、制作更有效的广告、避免错误的营销策略,并最终为企业节省数百万美元。因此,有必要进行良好的文献记录,以把握这个重要领域的当前研究状况。在本文中,我们对基于脑电图的神经营销学进行了系统综述。我们旨在阐明该领域的研究趋势、技术范围和潜在机会。我们查阅了来自有效数据库的近期出版物,并将神经营销学中热门的研究主题分为五个类别,以呈现该领域的当前研究趋势。我们还讨论了在做出购买决策时被激活的脑区及其与神经营销学应用的相关性。本文提供了能从消费者头脑中引发真实印象的营销刺激的恰当示例,并介绍了用于处理和分析记录的脑数据的技术,以及当前用于解读数据的策略。最后,我们为未来的研究人员提供建议,帮助他们在未来更高效地探索该领域的可能性。

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本文引用的文献

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2
This is no "ICA bug": response to the article, "ICA's bug: how ghost ICs emerge from effective rank deficiency caused by EEG electrode interpolation and incorrect re-referencing".这并非“独立成分分析(ICA)错误”:对《ICA的错误:脑电电极插值和错误重参考导致的有效秩亏缺如何产生虚假独立成分》一文的回应
Front Neuroimaging. 2023 Dec 21;2:1331404. doi: 10.3389/fnimg.2023.1331404. eCollection 2023.
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Bioinformatics. 2025 Mar 29;41(4). doi: 10.1093/bioinformatics/btaf109.
Sonic Influence on Initially Neutral Brands: Using EEG to Unveil the Secrets of Audio Evaluative Conditioning.
声音对初始中性品牌的影响:利用脑电图揭示音频评价性条件反射的秘密。
Brain Sci. 2023 Sep 29;13(10):1393. doi: 10.3390/brainsci13101393.
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Neuroselling: applying neuroscience to selling for a new business perspective. An analysis on teleshopping advertising.神经销售学:将神经科学应用于销售以获得全新商业视角。关于电视购物广告的分析。
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The Influence of Tourist Attraction Type on Product Price Perception and Neural Mechanism in Tourism Consumption: An ERP Study.旅游消费中旅游景点类型对产品价格感知及神经机制的影响:一项ERP研究
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Event-related potentials evidence of how location contiguity influences consumer purchase intentions.事件相关电位证据表明位置邻近如何影响消费者购买意向。
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