大数据方法:科学方法的变革和哲学思考被引量：53

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摘要随着信息技术和网络技术的快速发展，人类所存储的数据越来越多，数据已经从量变走向了质变，成为了“大数据”（BigData）。大数据概念首见于1998年《科学》（Science）中的《大数据的管理者》（AHandlerforBigData）一文。

作者张晓强杨君游曾国屏

机构地区清华大学科学技术与社会研究中心清华大学深圳研究学院

出处《哲学动态》 CSSCI 北大核心 2014年第8期83-91,共9页 Philosophical Trends

关键词科学方法学思变革 1998年网络技术信息技术《科学》管理者

参考文献23

1T. Cass, "A Handler for Big Data," Science, 282 (5389), 1998, p. 636.
2Science. Special online collection: Dealing with data. http: //www. seiencemag, org/site/special/data/, 2011.
3R. Weiss, L. Zgorski, "Obama Administration Unveils ' Big Data' Initiative : Announces MYM200 Million in New R&D Investments", Office of Scierwe and Technology Policy, Washington, DC, 2012.
4刘红,胡新和.数据革命:从数到大数据的历史考察[J].自然辩证法通讯,2013,35(6):33-39. 被引量：74
5刘红,胡新和.数据哲学构建的初步探析[J].哲学动态,2012(12):82-88. 被引量：23
6S. Leonelli, '" Classificatory Theory in Data-intensive Science: The Case of Open Biomedical Ontologies," International Studies in the Philosophical of Science, 26 (1), 2012, pp. 47 -65.
7W. Pietsch, "Big Data-The New Science of Complexity", 6t Munich-Sydney-Tilbarg Conference on models and Decision, 2013.
8H. Barwick. , The " Four VS " of Big Data, Implementing Information Infrastructure Symposium, http: // www. computerworld, com. au/article/396198/iiis_ four vs big_ data/.
9R. Sarah, "Is There an Astronomer in the House?", Science, 331, 2011, p. 696.
10T. Hey, S. Tansley, K. Tolle, " The Fourth Paradigm: Data-intensive Scientific Discovery ", Microsoft Research, 2009.

1[法]G.伏古勒尔.天文学简史[M].李珩,译,罗玉君,校.桂林:广西师范大学出版社,2003.
2DC研究报告:《2011年全球数据总量》1.8ZB,2012年8月6日.http://it.zbinfo.net/tech/383219/602816813154.shtml.
3M. Joshi and S. Krag, "Issues in Data Management", Science and Engineering Ethics, 2010, 16 (4), pp. 743 - 748. (Special Issue : Responsible Data Management).
4《美国政府将投入2亿美元加强“大数据”研究》,2012年8月6日.http://news.csdn.net/a/20120330/313722.html.
5http: //mymemory. translated, net/.
6http : //en. wikipedia, org/wiki/Data, http : //zh. wikipedia, org/wiki/% E6% 95% B0% E6% 8D% AE.
7Ordine etymology Dictionary http: //www. etymonline, coln/index, php? allowed_in_frame =0&search = data&searchme = none. Francis Galton, "Biometry", Biometrika, 1901, 1 (1) , pp. 7 - 10.
8Jerome M. Clubb, Erik W. Austin, Carolyn L. Geda, and Michael W. Traugott, "Sharing Research Data in the Social Sciences", Stephen E. Fienberg, Margaret E. Martin and Miron L. Straf eds. , Committee on National Statistics, National Research Council, Sharing Research Data, National Academy Press, 1985, p. 42.
9Stephen E. Fienberg, Margaret E. Martin and Miron L. Straf eds. , Committee on National Statistics, National Research Council, Sharing Research Data, National Academy Press Washington, 1985, pp. 7 -8.
10Andrew J. Severin, "Dealing with Data, Training New Scientists", Science, Vol, 33l 25 March, 2011, P. 1516.