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Consumer Privacy Protection With the Growth of AI-Empowered Online Shopping Based on the Evolutionary Game Model

机译:消费者隐私保护与基于进化游戏模型的AI-Empowered网上购物的增长

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Social distancing due to the COVID-19 pandemic has driven some consumers to online shopping, and concerns about pandemic risks and personal hygiene have increased the demand for e-commerce. Providing personalized recommendations seems quite profitable for e-commerce platforms, and consumers also benefit from personalized content with the advancement of AI technologies. However, this possible win-win situation is marred by the increase in consumers' privacy concerns. Technical solutions have been widely studied to protect consumer privacy, while few analyses have been conducted from the perspective of psychological and behavioral implications. In this paper, an evolutionary game model of privacy protection between e-commerce platforms and consumers is established to determine the mechanisms by which various factors exert influence, and evolutionary stable strategies are obtained from equilibrium points. Then, the strategy selections are simulated with MATLAB 2020 software. Based on the results, the following conclusions are drawn: (1) the application of AI technologies in e-commerce will fundamentally benefit consumers, which makes them actively share personal information with e-commerce platforms with incentives for generous rewards; (2) it is profitable for e-commerce platforms to conduct data mining by improving the ability to use AI technologies and making efforts to reduce technical costs; and (3) regulators should improve the level of supervision instead of imposing a large penalty to enhance consumer trust, which could effectively increase the profits of e-commerce platforms and protect consumers' privacy.
机译:由于Covid-19大流行导致的社会偏差使一些消费者向网上购物推动,对大流行风险和个人卫生的担忧增加了对电子商务的需求。为电子商务平台提供个性化建议似乎是非常有利可图的,消费者也有利于AI技术的进步。然而,这种可能的双赢的情况受到消费者隐私问题的增加。技术解决方案已被广泛研究以保护消费者隐私,而少数分析是从心理和行为影响的角度进行的。在本文中,建立了电子商务平台和消费者之间的隐私保护的进化博弈模型,以确定各种因素施加影响的机制,从平衡点获得进化稳定策略。然后,使用MATLAB 2020软件模拟策略选择。根据结果​​,提出了以下结论:(1)AI技术在电子商务中的应用将从根本上利用消费者,使他们能够积极与慷慨奖励的激励措施与电子商务平台分享个人信息; (2)通过改善使用AI技术的能力和努力降低技术成本,对电子商务平台进行有利可图。 (3)监管机构应提高监督水平,而不是对加强消费者信托的巨大罚款,这可以有效提高电子商务平台的利润,并保护消费者的隐私。

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