加强颗粒市场消费者保护。同意、虚假陈述和欺诈规则在规范个性化实践中的作用

Antonio Davola
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引用次数: 1

摘要

在线商务经历了一场技术革命,转向自动化、数据驱动的技术,用于分配和展示优惠和广告。跟踪和定位技术的引入,利用消费者数据进行个性化营销,促进了在线市场的惊人增长。量身定制和有针对性的商业技术构成了一种异质现象,结合了源自人工智能、拍卖、社交网络和神经科学分析的多重语义和数据挖掘;它们依靠自调优算法、意图数据和沉浸式多媒体来达到不同程度的个性化。这些创新为公司提供了获得市场优势的新模式(例如使用ICT、物联网技术和大数据)和提供他们的产品(反向细分、窄投和使用语义网):他们有可能广泛研究消费者并个性化他们消费体验的各个方面。面对这种潜在情况的消费者最终可能无法认识到人为减少了他们的选择,并最终反对它,不知道产品提供和广告是如何利用他们的习惯、心理模式和偏见来影响他们的行为的。这些和相关趋势的结果是,企业不仅可以利用对认知局限性的普遍理解,还可以在个人层面上发现甚至触发消费者的弱点。为了充分克服由于难以处理数字环境中发生的演变而导致的消费者法可能存在结构性不足的问题,同时利用这些发展提供的机会,以便为消费者达成更好的框架,有必要调查对现有法规的可能重新解释。关于这方面,特别强调的是,私法中使用的一些概念和工具可能“漏洞百出”,足以允许有针对性的解释来管制个性化的商业做法。为了正确探索这种可能性,本文考察了一些规范同意和虚假陈述的私法机构的作用和特征,以评估这些语库是否有足够的升值余地来纳入个性化实践的新发现,使其成为消费者保护现代化的可行工具。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Fostering Consumer Protection in the Granular Market. The Role of Rules on Consent, Misrepresentation and Fraud in Regulating Personalized Practices
Online commerce experienced a technological revolution, shifting towards automated, data-driven technologies for the allocation and display of offers and advertisings. The introduction of tracking and targeting technologies that leverage consumer data to personalize marketing catalysed the impressive growth of the online markets. Tailored and targeted commercial techniques constitute a heterogeneous phenomenon, incorporating ex multis semantics and data mining stemming from artificial intelligence, auction, social network and neuroscience analyses; they rely on self-tuning algorithms, intent data and immersive multimedia to reach different degrees of personalization. These innovations provide companies with new modes to gain market advantage (e.g. the use of ICT, IoT technologies and Big Data) and to offer their products (reverse segmentation, narrowcasting and use of the semantic Web): they have the possibility to widely study consumers and to personalize every aspect of their consumption experience. Consumers exposed to such potential situations could end up not being able to recognize the artificial reduction of their set of choices, and eventually, to oppose to it, being unaware of the way through which product offers and advertisements utilize their habits, mental models and bias to influence their behaviours. The result of these and related trends is that firms can not only take advantage of a general understanding of cognitive limitations but also can uncover, and even trigger, consumer frailty at an individual level. In order to fully overcome the problem of a possible structural inadequacy of consumer law due to its hardship to deal with the evolution occurred in the digital environment and – at the same time – to exploit the opportunities that these developments offer in order to reach a better framework for consumers, is essential to investigate possible re-interpretation of existing regulation. With regards to this aspect it has been underlined, in particular, that some notions and tools operating in private law can be “porous” enough to permit an orientated interpretation to regulate personalized commercial practices. In order to properly explore such possibility, the article examines the role and characteristics of some private law institutes regulating consent and misrepresentation in order to evaluate if these corpora present a sufficient margin of appreciation to incorporate emerging findings on personalized practices, making them viable instruments for a modernization of consumer protection.
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