First draft of data analysis environments

src/data-analysis-environments.bib

@@ -0,0 +1,98 @@
+@inproceedings{muller:2019,
+ title = {How Data Science Workers Work with Data: Discovery, Capture, Curation, Design, Creation},
+ author = {Muller, Michael and Lange, Ingrid and Wang, Dakuo and Piorkowski, David and Tsay, Jason and Liao, Q. Vera and Dugan, Casey and Erickson, Thomas},
+ booktitle = {Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems},
+ year = {2019},
+ pages = {126:1--126:15},
+ doi = {10.1145/3290605.3300356},
+ publisher = {ACM}
+} 
+
+@article{donoho:2017,
+ title = {50 Years of Data Science},
+ author = {David Donoho},
+ journal = {Journal of Computational and Graphical Statistics},
+ year  = {2017},
+ publisher = {Taylor & Francis},
+ doi = {10.1080/10618600.2017.1384734},
+}
+
+@inproceedings{kery:2017:exploring,
+	title = {Exploring exploratory programming},
+	author = {Kery, Mary Beth and Myers, Brad A.},
+	doi = {10.1109/VLHCC.2017.8103446},
+	booktitle = {2017 {IEEE} Symposium on Visual Languages and Human-Centric Computing ({VL}/{HCC})},
+	date = {2017-10},
+	year = {2017}
+}
+
+@inproceedings{zhang:2017,
+ author = {Zhang, Xiong and Guo, Philip J.},
+ title = {DS.Js: Turn Any Webpage into an Example-Centric Live Programming Environment for Learning Data Science},
+ booktitle = {Proceedings of the 30th Annual ACM Symposium on User Interface Software and Technology},
+ series = {UIST '17},
+ year = {2017},
+ doi = {10.1145/3126594.3126663},
+ publisher = {ACM},
+}
+
+@inproceedings{zhang:2019,
+ author = {Zhang, Xiong and Guo, Philip J.},
+ title = {Mallard\&\#58; Turn the Web into a Contextualized Prototyping Environment for Machine Learning},
+ booktitle = {Proceedings of the 32Nd Annual ACM Symposium on User Interface Software and Technology},
+ series = {UIST '19},
+ year = {2019},
+ pages = {605--618},
+ numpages = {14},
+ doi = {10.1145/3332165.3347936},
+ publisher = {ACM},
+} 
+
+@inproceedings{gulwani:2011,
+ author = {Gulwani, Sumit},
+ title = {Automating String Processing in Spreadsheets Using Input-output Examples},
+ booktitle = {Proceedings of the 38th Annual ACM SIGPLAN-SIGACT Symposium on Principles of Programming Languages},
+ series = {POPL '11},
+ year = {2011},
+ pages = {317--330},
+ numpages = {14},
+ doi = {10.1145/1926385.1926423},
+ publisher = {ACM},
+} 
+
+@article{wang:2012,
+ author = {Wang, Jiannan and Kraska, Tim and Franklin, Michael J. and Feng, Jianhua},
+ title = {CrowdER: Crowdsourcing Entity Resolution},
+ journal = {Proc. VLDB Endow.},
+ issue_date = {July 2012},
+ volume = {5},
+ number = {11},
+ year = {2012},
+ pages = {1483--1494},
+ numpages = {12},
+ doi = {10.14778/2350229.2350263},
+ publisher = {VLDB Endowment},
+} 
+
+@inproceedings{kandel:2011,
+ author = {Kandel, Sean and Paepcke, Andreas and Hellerstein, Joseph and Heer, Jeffrey},
+ title = {Wrangler: Interactive Visual Specification of Data Transformation Scripts},
+ booktitle = {Proceedings of the SIGCHI Conference on Human Factors in Computing Systems},
+ series = {CHI '11},
+ year = {2011},
+ pages = {3363--3372},
+ numpages = {10},
+ doi = {10.1145/1978942.1979444},
+ publisher = {ACM},
+}
+
+@article{satyanarayan:2017,
+ author={Satyanarayan, Arvind  and Moritz, Dominik and Wongsuphasawat, Kanit and Heer, Jeffrey},
+ journal={IEEE Transactions on Visualization and Computer Graphics},
+ title={Vega-Lite: A Grammar of Interactive Graphics},
+ year={2017},
+ volume={23},
+ number={1},
+ pages={341-350},
+ doi={10.1109/TVCG.2016.2599030},
+}