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arXiv 1704.03361cs.CY
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大数据的社会影响:欧洲的挑战和机遇

Societal impacts of big data: challenges and opportunities in Europe

Martí Cuquet, Guillermo Vega-Gorgojo, Hans Lammerant, Rachel Finn, Umair ul Hassan

摘要:

本文介绍了大数据的风险和机遇,以及它可能带来的潜在社会效益。该研究基于对欧洲不同部门的六个案例研究中观察到的社会影响的分析。这些影响分为经济、社会和道德、法律和政治影响,影响到提高效率、创新和决策、改变商业模式、对公共资金的依赖、参与、平等、歧视和信任、数据保护和知识产权、私人和公共紧张局势以及失去对国外行为体的控制等领域。特别关注法律框架带来的风险和机遇,以及如何应对大数据的负面影响。针对四个具体的法律框架提出了建议:版权和数据库保护、商业秘密保护、隐私和数据保护以及反歧视。此外,大数据的潜在社会效益体现在六个领域:改善决策和事件检测;数据驱动的创新和新的商业模式;直接的社会、环境和其他公民利益;公民参与、透明度和公众信任;注重隐私的数据做法;以及大数据用于识别歧视。建议采用几种最佳做法来获取这些好处。

英文摘要:

This paper presents the risks and opportunities of big data and the potential social benefits it can bring. The research is based on an analysis of the societal impacts observed in a set of six case studies across different European sectors. These impacts are divided into economic, social and ethical, legal and political impacts, and affect areas such as improved efficiency, innovation and decision making, changing business models, dependency on public funding, participation, equality, discrimination and trust, data protection and intellectual property rights, private and public tensions and losing control to actors abroad. A special focus is given to the risks and opportunities coming from the legal framework and how to counter the negative impacts of big data. Recommendations are presented for four specific legal frameworks: copyright and database protection, protection of trade secrets, privacy and data protection and anti-discrimination. In addition, the potential social benefits of big data are exemplified in six domains: improved decision making and event detection; data-driven innovations and new business models; direct social, environmental and other citizen benefits; citizen participation, transparency and public trust; privacy-aware data practices; and big data for identifying discrimination. Several best practices are suggested to capture these benefits.

机构、总结、中文摘要均由AI分析而来,可能存在错误,请以论文正文为准。

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