数字商务中的权力、隐私和个性化

Nirvikar Singh, Rajiv Sunkara, Simon Yencken
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引用次数: 0

摘要

本文回顾了数字商务中市场力量和用户隐私方面的新问题,以及产品和服务提供商使用个性化的影响。报告认为,各种形式的人工智能、机器学习和相关软件工具的进步,允许有效利用数字生成的行为数据,包括实时和历史数据,以及解决对市场力量和数字隐私的担忧。本文的贡献在于将基于行为数据的个性化处理与数字网络中对隐私和市场力量的关注相结合,阐述了这些问题的有效解决方案,并提出了这种方法的管理意义。
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Power, Privacy and Personalization in Digital Commerce
This paper reviews emerging issues with respect to market power and user privacy in digital commerce, and implications for the use of personalization by providers of products and services. It argues that advances in various forms of AI, machine learning, and related software tools allow for the effective use of digitally-generated behavioral data, both live and historical, as well as addressing concerns about market power and digital privacy. The contribution of this paper is to integrate the treatment of personalization based on behavioral data with concerns about privacy and market power in digital networks, to illustrate effective solutions to these problems, and bring out the managerial implications of this approach.
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