Editing Human Centered Data Science (Fall 2019)/Schedule (section)

=== Week 1: September 26 ===
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;Introduction to Human Centered Data Science: ''What is data science? What is human centered? What is human centered data science?''

;Assignments due
* Fill out the [https://docs.google.com/forms/d/e/1FAIpQLSffoC-Dd2eYtiWr00ZoRcaTc9eeaK_lySaAVDTX2ZTj_lHIFA/viewform?usp=sf_link pre-course survey]
* Read ('''not graded'''): Provost, Foster, and Tom Fawcett. [http://online.liebertpub.com/doi/pdf/10.1089/big.2013.1508 ''Data science and its relationship to big data and data-driven decision making.''] Big Data 1.1 (2013): 51-59. 

;Agenda
* Syllabus review
* Pre-course survey results
* What do we mean by ''data science?''
* What do we mean by ''human centered?''
* How does human centered design relate to data science?
* In-class activity
* Intro to assignment 1: Data Curation

;Homework assigned
* Read and reflect on both: 
:*Hickey, Walt. [https://fivethirtyeight.com/features/the-dollar-and-cents-case-against-hollywoods-exclusion-of-women/ ''The Dollars and Cents Case Against Hollywood's Exclusion of Women.''] FiveThirtyEight, 2014.
:* Keegan, Brian. [https://github.com/brianckeegan/Bechdel/blob/master/Bechdel_test.ipynb ''The Need for Openness in Data Journalism.''] 2014.
* [[Human_Centered_Data_Science_(Fall_2019)/Assignments#A1:_Data_curation|A1: Data curation]]

;Resources
* Princeton Dialogues on AI & Ethics: ''[https://aiethics.princeton.edu/case-studies/ Case studies]''
* Aragon, C. et al. (2016). [https://cscw2016hcds.files.wordpress.com/2015/10/cscw_2016_human-centered-data-science_workshop.pdf ''Developing a Research Agenda for Human-Centered Data Science.''] Human Centered Data Science workshop, CSCW 2016.
* Kling, Rob and Star, Susan Leigh. [https://scholarworks.iu.edu/dspace/bitstream/handle/2022/1798/wp97-04B.html ''Human Centered Systems in the Perspective of Organizational and Social Informatics.''] 1997.
* Harford, T. (2014). ''[http://doi.org/10.1111/j.1740-9713.2014.00778.x Big data: A big mistake?]'' Significance, 11(5), 14–19.
* Ideo.org [http://www.designkit.org/ ''The Field Guide to Human-Centered Design.''] 2015.
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