CIRCA:Epidemiology of Ideas resources

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Contents

Epidemiology in space and time

  • Gillian A AvRuskin, Geoffrey M Jacquez, Jaymie R Meliker, Melissa J Slotnick, Andrew M Kaufmann and Jerome O Nriagu, "Visualization and exploratory analysis of epidemiologic data using a novel space time information system," International Journal of Health Geographics 2004, 3:26; doi:10.1186/1476-072X-3-26

Epidemiology beyond communicable disease

  • Christakis, Nicholas A., and James H. Fowler. 2009. "Social network visualization in epidemiology." Norsk Epidemiologi 19(1): 5-16. link.
  • N.A. Christakis and J.H. Fowler, "Social Contagion Theory: Examining Dynamic Social Networks and Human Behavior," Statistics in Medicine 32(4): 556-577 (February 2013); doi:10.1002/sim.5408 link.
  • More articles by Christakos and his Human Nature Lab: link

Culturomics

  • Michel J-B, et al. 2011. Quantitative analysis of culture using millions of digitized books. Science 331, 176–182. (doi:10.1126/science.1199644) UAlberta Library link
  • Chris Harrison's visulizations gallery link. "Word Associations" and "Word Spectrum" specifically.

University of Chicago Knowledge Lab

Geographic Approaches

  • Moretti, Franco. Atlas Of The European Novel, 1800-1900 / Franco Moretti. n.p.: London : New York : Verso, 1998., 1998. UAlberta library link

Text Analysis and Machine Learning

  • Plaisant, Catherine, et al. "Exploring erotics in Emily Dickinson's correspondence with text mining and visual interfaces." Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries. ACM, 2006. link
  • Ruecker, S., S. Sinclair, and M. Radzikowska. "Designing data mining droplets: New interface objects for the humanities scholar." Digital Humanities Quarterly 3.3 (2009). link
  • Argamon, Shlomo, and Mark Olsen. "Words, patterns and documents: experiments in machine learning and text analysis." Digital Humanities Quarterly 3.2 (2009). link

Tools

Other Potentially Useful Articles

  • Goldstone, Andrew and Ted Underwood. "The Quiet Transformations of Literary Studies: What Thirteen Thousand Scholars Could Tell Us." (2014). link
  • Goldstone, Andrew, and Ted Underwood. "What can Topic Models of PMLA Teach Us About the History of Literary Scholarship?." Journal of Digital Humanities 2.1 (2012): 39-48. link
  • More articles by Underwood and Goldstone
  • Ted Underwood's blog, addressing relevant ideas, often with visualizations.
  • Drucker, Johanna. "Humanities approaches to graphical display." Digital Humanities Quarterly 5.1 (2011). link
  • Bollen, Johan, et al. "Clickstream data yields high-resolution maps of science." PLoS One 4.3 (2009): e4803. link
  • So, Richard Jean, and Hoyt Long. "Network Analysis and the Sociology of Modernism." boundary 2 40.2 (2013): 147-182. link
  • Wang, Dashun, Chaoming Song, and Albert-László Barabási. "Quantifying long-term scientific impact." Science 342.6154 (2013): 127-132. link
  • Schich, Maximilian, et al. "A network framework of cultural history." science 345.6196 (2014): 558-562. [1]

For Followup

  • Stanford Lit Lab
  • University of Maryland Human-Computer Interaction Lab
  • MITH
  • ARTFL
  • Diffusion of Innovation theory in business
  • Visual Display of Quantitative Information, Tufte
  • The Software Studies Initiative visualizations.
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