[目的/意义] 总结欧盟大数据伦理治理的经验,为我国大数据伦理治理提供参考。[方法/过程] 系统梳理欧盟有关大数据伦理治理的相关政策,分析欧盟大数据伦理治理的实践,重点剖析欧盟社会经济委员会(EESC)的治理措施,在此基础上总结欧盟的治理经验,并根据我国的实际情况,归纳出对我国大数据伦理治理的启示。[结果/结论] EESC从人类生命周期出发,将大数据伦理归纳为包括"意识""控制力"等在内的10个主要问题,并从个人、企业、研究机构多层面提出5项治理举措,同时强调从多视角审视大数据伦理问题。而目前我国数据伦理法律规范的滞后,以及公民伦理意识的缺失给大数据利用带来了巨大的伦理风险,我国应借鉴欧盟治理经验,明确大数据环境下的个人权利,在数据治理过程中关注多利益主体的伦理需求,构建数字教育体系,探索建立研究者持续性审核责任机制。
[Purpose/significance] Summarizing the experience of EU big data ethics governance and providing experience for big data ethics governance in China.[Method/process] This paper systematically sorted out the relevant policies of EU on the governance of big data ethics, analyzed the practical exploration of EU big data ethics governance, focused on the governance measures of the European Commission for Social Economics (EESC). On this basis, this paper summarized its governance experience, and summed up the enlightenment to the ethical governance of big data in China according to the actual situation of our country.[Result/conclusion] EESC starts from the human life cycle and summarizes the data ethics into 10 ethical issues. 5 governance measures are proposed from the perspectives of individuals, enterprises and research institutes. At the same time, it emphasizes to examine data ethics from multiple perspectives. The lag of the legal norms of data ethics and the lack of citizen's ethical awareness in China have brought great ethical risks to big data utilization. China should learn from EU, clarifying the individual rights in the big data environment, paying attention to the ethical needs of multi-stakeholders in the process of data governance, building a digital education system, and exploring to establish a researcher's continuous review responsibility mechanism.
[1] MARIAROSARIA T, LUCIANO F. How AI can be a force for good[J]. Science, 2018, 361(6404):751-752.
[2] FLORIDI L, TADDEO M. What is data ethics?[EB/OL].[2019-09-14]. https://royalsocietypublishing.org/doi/pdf/10.1098/rsta.2016.0360.
[3] 梁芷铭. 大数据治理:国家治理能力现代化的应有之义[J]. 吉首大学学报(社会科学版), 2015, 36(2):34-41.
[4] 安宝洋.大数据时代的网络信息伦理治理研究[J].科学学研究, 2015, 33(5):641-646.
[5] European Economic and Social Committee. The ethics of Big Data:Balancing economic benefits and ethical questions of Big Data in the EU Policy context[EB/OL].[2019-08-14].https://www.eesc.europa.eu/en/our-work/publications-other-work/publications/ethics-big-data.
[6] European Commission. Artificial Intelligence[EB/OL].[2019-08-10].https://ec.europa.eu/digital-single-market/en/artificial-intelligence.
[7] Genernal Data Protection Regulation[EB/OL].[2019-11-14]. https://gdpr-info.eu/.
[8] European Commission. AI made in Europe[EB/OL].[2019-08-09]. https://ec.europa.eu/digital-single-market/en/news/ai-made-europe.
[9] Ethics Guidelines for Trustworthy AI[EB/OL].[2019-08-09]. https://ec.europa.eu/digital-single-market/en/news/ethics-guidelines-trustworthy-ai.
[10] DAVIS K, PATTERSON D. Ethics of big data[EB/OL].[2019-11-14].http://file.allitebooks.com/20150615/Ethics%20of%20Big%20Data.pdf.
[11] The Royal Social. Data governance:Public engagement review. 2017-6[EB/OL].[2019-02-22].https://royalsociety.org/~/media/policy/projects/data-governance/data-governance-public-engagement-review.pdf?la=en-GB.
[12] RICHARDS N, KING J. Big data ethics[J]. Social science electronic publishing, 2014, 1(2):1-6.
[13] Oxford Internet Institute. What is data ethics?[EB/OL].[2019-03-10]. https://www.oii.ox.ac.uk/news/releases/what-is-data-ethics/.
[14] 薛孚, 陈红兵.大数据隐私伦理问题探究[J].自然辩证法研究, 2015,31(2):44-48.
[15] 邱仁宗, 黄雯,翟晓梅.大数据技术的伦理问题[J].科学与社会, 2014, 4(1):36-48.
[16] MOOR J. The future of computer ethics:you ain't seen nothin' yet![J]. Ethics & information technology, 2001, 3(2):89-91.
[17] 郝庭帅.当代社会生活的大数据化:困境与反思[J].社会发展研究, 2014,1(3):196-211.
[18] 陈仕伟.大数据技术异化的伦理治理[J].自然辩证法研究, 2016,32(1):46-50.
[19] 上海社会科学院.寻找"世界数据化"中的伦理平衡点[EB/OL].[2019-03-20]. http://www.sass.org.cn/Default.aspx?tabid=167&ctl=Details&mid=607&ItemID=10767&SkinSrc=[L]Skins/shkxy/shkxy2_1.
[20] 王小杨.大数据语境下的网络伦理治理转向[J].今传媒, 2015, 23(6):25-26.
[21] 陆伟华.大数据时代的信息伦理研究[J].现代情报, 2014, 34(10):66-69.
[22] 赵素锦.高科技时代的伦理风险及规避[J].求实, 2011,52(4):30-32.
[23] JUDD L. An approach to ethics in the information age[J]. Public relations review, 1995, 21(1):35-44.
[24] SEVERSOON R. The principles of information ethics[M]. New York:M. E. Sharpe, Inc., 1997.
[25] IEEE. IEEE ethics and member conduct[EB/OL].[2019-02-25].http://www.ieee.org/about/ethics.html.
[26] ACM. ACM code of ethics and professional conduct[EB/OL].[2019-02-25]. http://www.acm.org/about-acm/acm-code-of-ethics-and-professional-conduct.
[27] Ethical guidelines for statistical practice[EB/OL].[2019-02-25].http://www.stats.uwo.ca/faculty/bellhouse/stat9544_2016_files/ASA%20EthicalGuidelines.pdf.
[28] Code of conduct for BCS members[EB/OL].[2019-02-25].http://www.bcs.org/upload/pdf/conduct.pdf.
[29] BERLEUR J. Ethics and the governance of the Internet:recommendations of IFIP-SIG9.2.2[M]//Computers and networks in the age of globalization. Boston:Springer, 2001.
[30] 舍恩伯格.删除——大数据时代的取舍之道[M].袁杰,译.杭州:浙江人民出版社,2013.
[31] ZWITTER A. Big data ethics[J]. Big data & society, 2014, 1(2):1-6.
[32] NUNAN D, DOMENICO M. Market research and the ethics of big data[J]. International journal of market research, 2013, 55(4):505-520.
[33] 于英香.大数据质疑述评[J].档案管理, 2015,32(1):17-19.
[34] 宋吉鑫.网络伦理学研究[M].北京:科学出版社, 2012.
[35] 唐熙然.大数据的伦理问题及其道德哲学——第一届全国赛博伦理学研讨会综述[J].伦理学研究, 2015,13(2):138-140.
[36] Unleashing the Potential of Cloud Computing in Europe[EB/OL].[2019-03-24]. https://www.pdpjournals.com/docs/88053.pdf.
[37] An open, safe and secure Cyberspace[EB/OL].[2019-03-24]. https://ec.europa.eu/home-affairs/what-is-new/news/news/2013/20130207_01_en.
[38] The Digital Skills and Jobs Coalition[EB/OL].[2019-03-24].https://ec.europa.eu/digital-single-market/en/digital-skills-jobs-coalition.
[39] Opinion 7/25 Meeting the challenges of big data[EB/OL].[2019-03-24]. https://edps.europa.eu/sites/edp/files/publication/15-11-19_big_data_en.pdf.
[40] SWAN M. Philosophy of Big Data:Expanding the Human-Data Relation with Big Data Science Services[EB/OL].[2019-08-14]. https://www.melanieswan.com/documents/Philosophy_of_Big_Data_SWAN.pdf.
[41] Big data-privacy principles under pressure[EB/OL].[2019-03-25]. https://www.datatilsynet.no/globalassets/global/english/big-data-engelsk-web.pdf.
[42] FRED R. The Filter Bubble:What the Internet is hiding from you (review)[J]. Portal:libraries and the academy, 2011, 11(4):1009-1011.
[43] European Commission. Communication:building trust in human centric artificial intelligence[EB/OL].[2019-08-11]. https://ec.europa.eu/digital-single-market/en/news/communication-building-trust-human-centric-artificial-intelligence.
[44] UK Public Research-Online Privacy[EB/OL].[2019-03-25]. https://www.bigbrotherwatch.org.uk/wp-content/uploads/2015/03/Big-Brother-Watch-Polling-Results.pdf.
[45] The Direct Marketing Association[EB/OL].[2019-03-26]. http://data.parliament.uk/writtenevidence/committeeevidence.svc/evidencedocument/science-and-technology-committee/big-data-dilemma/written/20453.pdf.
[46] European Commission. EU artificial intelligence ethics checklist ready for testing as new policy recommendations are published[EB/OL].[2019-08-11]. https://ec.europa.eu/digital-single-market/en/news/eu-artificial-intelligence-ethics-checklist-ready-testing-new-policy-recommendations-are.
[47] 李侠.科技伦理:没有约束的科技是危险的[N]. 光明日报, 2015-07-31(10).
[48] ZIMMER M, PROFERES N J. A topology of Twitter research:disciplines, methods, and ethics[J]. Aslib Journal of Information Management, 2014, 66(3):250-261.
[49] 中央网信办、工业和信息化部、公安部、市场监管总局关于开展App违法违规收集使用个人信息专项治理的公告[EB/OL].[2019-08-14]. http://www.cac.gov.cn/2019-01/25/c_1124042599.htm.
[50] 孙敏. 守好科技伦理这道"门"[N]. 新华日报, 2019-08-13(1).
[51] 新华网[EB/OL].[2019-02-21]. http://www.xinhuanet.com//fortune/2017-11/21/c_1121987357.htm.
[52] GOV.UK. Data Protection Act 2018[EB/OL].[2019-03-26]. https://www.gov.uk/government/collections/data-protection-act-2018.
[53] 杨维东.有效应对大数据技术的伦理问题[N].人民日报,2018-03-23(7).
[54] GOV.UK.AI Sector Deal[EB/OL].[2019-03-26]. https://www.gov.uk/government/publications/artificial-intelligence-sector-deal/ai-sector-deal.
[55] The big data dilemma[EB/OL].[2019-03-25]. https://publications.parliament.uk/pa/cm201516/cmselect/cmsctech/468/468.pdf.
[56] Industrial Strategy:building a Britain fit for the future[EB/OL].[2019-03-26]. https://www.gov.uk/government/publications/industrial-strategy-building-a-britain-fit-for-the-future.