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},
+}

src/data-analysis-environments2.bib

@@ -0,0 +1,117 @@
+@inproceedings{hoffswell:2018,
+ author = {Hoffswell, Jane and Satyanarayan, Arvind and Heer, Jeffrey},
+ title = {Augmenting Code with In Situ Visualizations to Aid Program Understanding},
+ booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems},
+ series = {CHI '18},
+ year = {2018},
+ pages = {532:1--532:12},
+ articleno = {532},
+ numpages = {12},
+ doi = {10.1145/3173574.3174106},
+ publisher = {ACM},
+} 
+
+@inproceedings{xia:2018,
+ author = {Xia, Haijun and Henry Riche, Nathalie and Chevalier, Fanny and De Araujo, Bruno and Wigdor, Daniel},
+ title = {{DataInk}: Direct and Creative Data-Oriented Drawing},
+ booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems},
+ series = {CHI '18},
+ year = {2018},
+ pages = {223:1--223:13},
+ articleno = {223},
+ numpages = {13},
+ doi = {10.1145/3173574.3173797},
+ publisher = {ACM},
+}
+
+@inproceedings{jun:2019,
+ author = {Jun, Eunice and Daum, Maureen and Roesch, Jared and Chasins, Sarah and Berger, Emery and Just, Rene and Reinecke, Katharina},
+ title = {Tea: A High-level Language and Runtime System for Automating Statistical Analysis},
+ booktitle = {Proceedings of the 32Nd Annual ACM Symposium on User Interface Software and Technology},
+ series = {UIST '19},
+ year = {2019},
+ pages = {591--603},
+ numpages = {13},
+ doi = {10.1145/3332165.3347940},
+ publisher = {ACM},
+} 
+
+@inproceedings{chasins:2018,
+ author = {Chasins, Sarah E. and Mueller, Maria and Bodik, Rastislav},
+ title = {Rousillon: Scraping Distributed Hierarchical Web Data},
+ booktitle = {Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology},
+ series = {UIST '18},
+ year = {2018},
+ pages = {963--975},
+ numpages = {13},
+ doi = {10.1145/3242587.3242661},
+ acmid = {3242661},
+ publisher = {ACM},
+} 
+
+@inproceedings{rule:2018,
+ author = {Rule, Adam and Tabard, Aur{\'e}lien and Hollan, James D.},
+ title = {Exploration and Explanation in Computational Notebooks},
+ booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems},
+ series = {CHI '18},
+ year = {2018},
+ pages = {32:1--32:12},
+ articleno = {32},
+ numpages = {12},
+ doi = {10.1145/3173574.3173606},
+ publisher = {ACM},
+} 
+
+@inproceedings{kery:2018,
+ author = {Kery, Mary Beth and Radensky, Marissa and Arya, Mahima and John, Bonnie E. and Myers, Brad A.},
+ title = {The Story in the Notebook: Exploratory Data Science Using a Literate Programming Tool},
+ booktitle = {Proceedings of the 2018 CHI Conference on Human Factors in Computing Systems},
+ series = {CHI '18},
+ year = {2018},
+ pages = {174:1--174:11},
+ articleno = {174},
+ numpages = {11},
+ doi = {10.1145/3173574.3173748},
+ acmid = {3173748},
+ publisher = {ACM}
+} 
+
+@inproceedings{kery:2017,
+ author = {Kery, Mary Beth and Horvath, Amber and Myers, Brad},
+ title = {Variolite: Supporting Exploratory Programming by Data Scientists},
+ booktitle = {Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems},
+ series = {CHI '17},
+ year = {2017},
+ pages = {1265--1276},
+ numpages = {12},
+ doi = {10.1145/3025453.3025626},
+ acmid = {3025626},
+ publisher = {ACM}
+} 
+
+@inproceedings{kery:2019,
+ author = {Kery, Mary Beth and John, Bonnie E. and O'Flaherty, Patrick and Horvath, Amber and Myers, Brad A.},
+ title = {Towards Effective Foraging by Data Scientists to Find Past Analysis Choices},
+ booktitle = {Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems},
+ series = {CHI '19},
+ year = {2019},
+ pages = {92:1--92:13},
+ articleno = {92},
+ numpages = {13},
+ doi = {10.1145/3290605.3300322},
+ publisher = {ACM}
+} 
+
+@inproceedings{head:2019,
+ author = {Head, Andrew and Hohman, Fred and Barik, Titus and Drucker, Steven M. and DeLine, Robert},
+ title = {Managing Messes in Computational Notebooks},
+ booktitle = {Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems},
+ series = {CHI '19},
+ year = {2019},
+ pages = {270:1--270:12},
+ articleno = {270},
+ numpages = {12},
+ doi = {10.1145/3290605.3300500},
+ publisher = {ACM},
+} 
+

src/data-analysis-environments3.bib

@@ -0,0 +1,11 @@
+@article{perez:2007,
+author={F. {Perez} and B. E. {Granger}},
+journal={Computing in Science Engineering},
+title={IPython: A System for Interactive Scientific Computing},
+year={2007},
+volume={9},
+number={3},
+pages={21-29},
+doi={10.1109/MCSE.2007.53},
+ISSN={1558-366X},
+month={May},}