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The Survey of Digital Evaluation of Advertising with Neuromarketing |
1 School of Computer Science, Hangzhou Dianzi University, Hangzhou 310018, China
2 Key Laboratory of Complex System Modeling and Simulation of Education Ministry, Hangzhou 310018, China |
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Abstract As the development of brain imaging technology, the neuromarketing has been widely studied and successfully used in terms of brand benefits, advertising/marketing, pricing strategies and product promotion. This paper reviewed the state of art of applications in advertising evaluation with neuromarketing in recent years. It also introduced the principles and methods which applied in neuromarketing with functional magnetic resonance imaging (fMRI), electroencephalography (EEG) and magnetoencephalography (MEG), their pros and cons were further discussed. Finally, the existing questioning of their effectiveness and the ethical controversy were reviewed and summarized, also the future direction of neuromarketing was prospected.
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[1]Pessemier T, Deryckere T, Vanhecke K, et al. Proposed architecture and algorithm for personalized advertising on iDTV and mobile devices [J]. Consumer Electronics, IEEE Transactions on, 2008, 54(2): 709-713.
[2]Zhanlin J, Ganchev I, O'Droma M. An iWBC consumer application for ‘always best connected and best served’: design and implementation [J]. IEEE Transactions on Consumer Electronics, 2011, 57(2): 462-470.
[3]郭庆军, 赛云秀. 神经营销学在商业中应用研究 [J]. 商场现代化, 2007, 7: 126-127.
[4]张子旭. 神经广告学:让广告不可拒绝 [J]. 国际新闻界, 2012, 1: 73-76.
[5]Lee N, Broderick AJ, Chamberlain L. What is “neuromarketing”? A discussion and agenda for future research [J]. Int J Psychophysiol, 2007, 63(2): 199-204.
[6]Morin C. Neuromarketing: the new science of consumer behavior [J]. Society, 2011, 48(2): 131-135.
[7]颜立. 神经营销学研究现状探析 [J]. 外国经济与管理, 2011, 33(5): 25-32.
[8]Walter H, Abler B, Ciaramidaro A, et al. Motivating forces of human actions. Neuroimaging reward and social interaction [J]. Brain Res Bull, 2005, 67(5): 368-381.
[9]Ambler T, Ioannides A, Rose S. Brands on the brain: neuroimages of advertising [J]. Business Strategy Review, 2000, 11(3): 17-30.
[10]Deppe M, Schwindt W, Kugel H, et al. Nonlinear responses within the medial prefrontal cortex reveal when specific implicit information influences economic decision making [J]. J Neuroimaging, 2005, 15(2): 171-182.
[11]Plassmann H, Kenning P, Ahlert D. Why companies should make their customers happy: The neural correlates of customer loyalty [J]. Advances in Consumer Research, 2007, 34: 735-739.
[12]Koenigs M, Tranel D. Prefrontal cortex damage abolishes brandcued changes in cola preference [J]. Soc Cogn Affect Neurosci, 2008, 3(1): 1-6.
[13]O’Doherty JP. Reward representations and rewardrelated learning in the human brain: insights from neuroimaging [J]. Curr Opin Neurobiol, 2004, 14(6): 769-776.
[14]Erk S, Spitzer M, Wunderlich AP, et al. Cultural objects modulate reward circuitry [J]. Neuroreport, 2002, 13(18): 2499-2503.
[15]Knutson B, Rick S, Wimmer GE, et al. Neural predictors of purchases [J]. Neuron, 2007, 53(1): 147-156.
[16]McClure SM, York MK, Montague PR. The neural substrates of reward processing in humans: the modern role of FMRI [J]. Neuroscientist, 2004, 10(3): 260-268.
[17]Plassmann H, Ramsy TZ, Milosavljevic M. Branding the brain: A critical review and outlook [J]. Journal of Consumer Psychology, 2012, 22(1): 18-36.
[18]Ariely D, Berns GS. Neuromarketing: the hope and hype of neuroimaging in business [J]. Nat Rev Neurosci, 2010, 11(4): 284-292.
[19]McClure SM, Li J, Tomlin D, et al. Neural correlates of behavioral preference for culturally familiar drinks [J]. Neuron, 2004, 44(2): 379-387.
[20]马庆国, 王小毅. 从神经经济学和神经营销学到神经管理学 [J]. 管理工程学报, 2006, 20(3): 129-132.
[21]Stoll M, Baecke S, Kenning P. What they see is what they get? An fMRIstudy on neural correlates of attractive packaging [J]. Journal of Consumer Behaviour, 2008, 7(4-5): 342-359.
[22]Yoon C, Gutchess AH, Feinberg F, et al. A Functional Magnetic Resonance Imaging Study of Neural Dissociations between Brand and Person Judgments [J]. Journal of Consumer Research, 2006, 33(1): 31-40.
[23]傅佳伟, 石立臣, 吕宝粮. 基于EEG的警觉度分析与估计研究综述 [J]. 中国生物医学工程学报, 2009, 28(4): 589-596.
[24]Kong Wanzeng, Zhao Xinxin, Hu Sanqing, et al. Electronic evaluation for video commercials by impression index [J]. Cognitive Neurodynamics, 2013, 7(6): 531-535.
[25]Astolfi L, Fallani Fde V, Cincotti F, et al. Brain activity during the memorization of visual scenes from TV commercials: an application of high resolution EEG and steady state somatosensory evoked potentials technologies [J]. J Physiol Paris, 2009, 103(6): 333-341.
[26]Ohme R, Reykowska D, Wiener D, et al. Application of frontal EEG asymmetry to advertising research [J]. Journal of Economic Psychology, 2010, 31(5): 785-793.
[27]De Vico Fallani F, Astolfi L, Cincotti F, et al. Structure of the cortical networks during successful memory encoding in TV commercials [J]. Clin Neurophysiol, 2008, 119(10): 2231-2237.
[28]Astolfi L, De Vico Fallani F, Cincotti F, et al. Neural basis for brain responses to tv commercials: a highresolution EEG study [J]. Neural IEEE Transactions on Systems and Rehabilitation Engineering, 2008, 16(6): 522-531.
[29]Vecchiato G, Astolfi L, De Vico Fallani F, et al. The Study of brain activity during the observation of commercial advertising by using high resolution EEG techinques [C]// Proceedings of 31st Annual International Conference of the IEEE EMBS. Minneapolis:IEEE, 2009: 57-60.
[30]Vecchiato G, Astolfi L, De Vico Fallani F, et al. On the use of EEG or MEG brain imaging tools in neuromarketing research [J]. Comput Intell Neurosci, 2011: 643489.
[31]Vecchiato G, Toppi J, Astolfi L, et al. Spectral EEG frontal asymmetries correlate with the experienced pleasantness of TV commercial advertisements [J]. Med Biol Eng Comput, 2011, 49(5): 579-583.
[32]Vecchiato G, Kong Wanzeng, Maglione AG, et al. Understanding the impact of TV commercials: electrical neuroimaging [J]. IEEE Pulse , 2012, 3(3): 42-47.
[33]Ohme R, Reykowska D, Wiener D, et al. Analysis of neurophysiological reactions to advertising stimuli by means of EEG and galvanic skin response measures [J]. Journal of Neuroscience, Psychology, and Economics, 2009, 2(1): 21-31.
[34]Vecchiato G, Cherubino P, Maglione AG, et al. Comparison of cognitive and emotional cerebral variables in Eastern subjects watching TV advertisements: a case study [J]. International Journal of Bioelectromagnetism, 2012, 14(3):127-132.
[35]Vecchiato G, Babiloni F, Astolfi L, et al. Enhance of theta EEG spectral activity related to the memorization of commercial advertisings in Chinese and Italian subjects [C]//Proceedings of 4th International Conference on Biomedical Engineering and Informatics (BMEI). Shanghai:IEEE, 2011: 1491-1494.
[36]Kong Wanzeng, Zhao Xinxin, Hu Sanqing, et al. The study of memorization index based on WGFP during the observation of TV commercials [C]// Proceedings of 2012 International Conference on Systems and Informatics. Yantai: IEEE, 2012: 2198-2202.
[37]王小毅, 马庆国. 基于神经营销学的品牌延伸评估探索:对A&K 模型的修正 [J]. 管理世界, 2009, 11: 115-121.
[38]Wang Xiaoyi, Ma Qingguo, Wang Cuicui. N400 as an index of uncontrolled categorization processing in brand extension [J]. Neuroscience Letters, 2012, 525(1): 76-81.
[39]Ioannides A, Liu L, Theofilou D, et al. Real time processing of affective and cognitive stimuli in the human brain extracted from meg signals [J]. Brain Topography, 2000, 13(1): 11-19.
[40]Klucharev V, Smidts A, Fernandez G. Brain mechanisms of persuasion: how ‘expert power’ modulates memory and attitudes [J]. Soc Cogn Affect Neurosci, 2008, 3(4): 353-366.
[41]Vecchiato G, Astolfi L, De Vico Fallani F, et al. Changes in brain activity during the observation of TV commercials by using EEG, GSR and HR measurements [J]. Brain Topogr, 2010, 23(2): 165-179.
[42]Wilson GF, Donnell RD. Measurement of operator workload with the neuropsychological workload test battery [J]. Advances in Psychology, 1988, 52: 63-100.
[43]Hart SG, Hauser JR. Inflight application of three pilot workload measurement techniques [J]. Aviat Space Environ Med, 1987, 58(5): 402-410.
[44]Mittelmann B, Wolff HG. Emotions and skin temperature: observations on patients during psychotherapeutic (psychoanalytic) interviews [J]. Psychosomatic Medicine, 1943, 5(3): 211-231.
[45]杜建刚, 王琳. 神经营销学研究现状——fMRI成果评述 [J]. 管理学动态, 2012, 34(3): 189-198.
[46]Wilson RM, Gaines J, Hill RP. Neuromarketing and consumer free will [J]. Journal of Consumer Affairs, 2008,
42(3): 389-410.
[47]Murphy ER, Illes J, Reiner PB. Neuroethics of neuromarketing [J]. Journal of Consumer Behaviour, 2008, 7(4-5): 293-302.
[48]HennigThurau T, Gwinner KP, Walsh G, et al. Electronic wordofmouth via consumeropinion platforms: What motivates consumers to articulate themselves on the Internet? [J]. Journal of Interactive Marketing, 2004, 18(1): 38-52.
[49]Lascu DN, Zinkhan G. Consumer Conformity: Review and applications for marketing theory and practice [J]. Journal of Marketing Theory & Practice, 1999, 7(3): 1.
[50]Kassarjian HH. Personality and consumer behavior: a review[J]. Journal of Marketing Research, 1971,
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