readings

阅读文献

• 第一周

  • Watts, D.J., A twenty-first century science. Nature, 2007. 445(7127): p. 489-489.
  • Lazer, D., et al., Life in the network: The coming age of computational social science. Science, 2009. 323(5915): p. 721.
  • 王成军, 计算传播学:作为计算社会科学的传播学[J]. 中国网络传播研究, 2014. 第193-206页
  • 王成军, 计算传播学的起源、概念和应用[J]. 编辑学刊, 2016(3): 第59-64页.
  • Duncan J. Watts. Should social science be more solution-oriented? Nature Human Behaviour. 1, 0015 (2017) doi:10.1038/s41562-016-0015

• 第三周

  • Slides: How I Quit My Ph.D. and Learned to Love Data Science
  • 维克托•迈尔•舍恩伯格（Viktor Mayer-Schönberger） 大数据时代：生活、工作与思维的大变革, 浙江人民出版社
  • Beginning Python
  • Everybody in this country should learn how to program a computer, because it teaches you how to think. Steve Jobs

• 第五周

  • Onnela, Structure and tie strength in mobile communication networks, PNAS 2007
  • Kossinets, G. and Watts, D.J., 2006. Empirical analysis of an evolving social network. science, 311(5757), pp.88-90.
  • Christakis, N. A., & Fowler, J. H. (2007). The spread of obesity in a large social network over 32 years. New England journal of medicine, 357(4), 370-379.
  • 网络群体与市场 第1、2、3章

• 第七周

  • 网络群体与市场 第13、14章
  • Broder, A., Kumar, R., Maghoul, F., Raghavan, P., Rajagopalan, S., Stata, R., Tomkins, A. and Wiener, J., 2000. Graph structure in the web. Computer networks, 33(1), pp.309-320.
  • Kleinberg, J.M., 1999. Authoritative sources in a hyperlinked environment. Journal of the ACM (JACM), 46(5), pp.604-632.
  • Page, L., Brin, S., Motwani, R. and Winograd, T., 1999. The PageRank citation ranking Bringing order to the web. Stanford InfoLab.

• 第九周

  • Barabási, A.L. and Albert, R., 1999. Emergence of scaling in random networks. science, 286(5439), pp.509-512.
  • Watts, D.J. and Strogatz, S.H., 1998. Collective dynamics of ‘small-world’networks. nature, 393(6684), pp.440-442.
  • Kleinberg, J.M., 2000. Navigation in a small world. Nature, 406(6798), pp.845-845.
  • 网络群体与市场 第18、20、21章

• 第十一周

  • 学生项目介绍

• 第十三周

  • Albert, R., Jeong, H. and Barabási, A.L., 1999. Internet: Diameter of the world-wide web. nature, 401(6749), pp.130-131.
  • 使用networkx分析网络结构 http://nbviewer.jupyter.org/github/computational-class/cjc/blob/gh-pages/slides/17.networkx.slides.html#/

• 第十五周

  • Vickrey, W., 1961. Counterspeculation, auctions, and competitive sealed tenders. The Journal of finance, 16(1), pp.8-37.
  • Demange, G., Gale, D. and Sotomayor, M., 1986. Multi-item auctions. Journal of Political Economy, 94(4), pp.863-872.
  • 网络群体与市场 第6、9、10章

• 第十七周

  • Edelman, B., Ostrovsky, M. and Schwarz, M., 2007. Internet advertising and the generalized second-price auction: Selling billions of dollars worth of keywords. The American economic review, 97(1), pp.242-259.
  • Varian, H.R., 2007. Position auctions. international Journal of industrial Organization, 25(6), pp.1163-1178.
  • 网络群体与市场 第15章
  • 推荐系统简介 http://nbviewer.jupyter.org/github/computational-class/cjc/blob/gh-pages/slides/13.recsys_intro.slides.html#/