cs239: Data Vis (Spring'19)

Piazza sign-up, Q&A

Instructor: Gordon Kindlmann
TAs: Andrew McNutt, Kai Li, Tri Huynh

Lectures:
Tues & Thu
12:30-1:50pm,
Ryerson 251
Labs:
Mon 3-4:20pm
or 4:30-5:50pm,
CSIL

This list, still in flux while class topics are mapped to a schedule, includes the required and optional reading for the class, sorted alphabetically (not by assignment date). The [doi] link is to the publisher: the copyright holder, and source of additional information and context about the document. The [google] link is to help learn about what has cited the publication via Google Scholar (note that this information is less precise for publications with more generic titles, and doesn't really work for book chapters).

Anscombe-GraphsInStatAn-1973.pdf
FJ Anscombe. Graphs in Statistical Analysis. The American Statistician, 27(1):17–21, February 1973.
[doi]   [google]

Bertin-SG10-1983.pdf
Semiology of Graphics: Diagrams, Networks, Maps. J Bertin, chapter (Part One: Semiology of the Graphic Sign-System): Introduction, pages 1–13. The University of Wisconsin Press, 1983. Second edition (1973) in French, English translation by William J. Berg.
(doi?)   [google]

Bertin-SG11-1983.pdf
Semiology of Graphics: Diagrams, Networks, Maps. J Bertin, chapter (Part One: Semiology of the Graphic Sign-System): Analysis of Information, pages 15–39. The University of Wisconsin Press, 1983. Second edition (1973) in French, English translation by William J. Berg.
(doi?)   [google]

Bertin-SG12-1983.pdf
Semiology of Graphics: Diagrams, Networks, Maps. J Bertin, chapter (Part One: Semiology of the Graphic Sign-System): The Properties of the Graphic System, pages 41–97. The University of Wisconsin Press, 1983. Second edition (1973) in French, English translation by William J. Berg.
(doi?)   [google]

Borland-Rainbow-2007.pdf
D Borland and RM Taylor, II. Rainbow Color Map (Still) Considered Harmful. IEEE Computer Graphics and Applications, 27(2):14–17, 2007.
[doi]   [google]

Brehmer-Typology-2013.pdf
M Brehmer and T Munzner. A Multi-Level Typology of Abstract Visualization Tasks. IEEE Transactions on Visualization and Computer Graphics, 19(12):2376–2385, 2013.
[doi]   [google]

Card-InfoVis-1999.pdf
SK Card, JD Mackinlay, and B Shneiderman. Information Visualization. In Readings in Information Visualization: Using Vision to Think, chapter 1, pages 1–34. Morgan Kaufmann, 1999.
(doi?)   [google]

Cleveland-GraphPercept-1984.pdf
WS Cleveland and R McGill. Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods. Journal of the American Statistical Association, 79(387):531–554, 1984.
[doi]   [google]

Cleveland-bank45-1988.pdf
WS Cleveland, ME McGill, and R McGill. The Shape Parameter of a Two-Variable Graph. Journal of the American Statistical Association, 83(402):289–300, 1988.
(doi?)   [google]

Heer-Dynamics-2012.pdf
J Heer and B Shneiderman. Interactive Dynamics for Visual Analysis. Communications of the ACM, 55(4):45–54, 2012.
[doi]   [google]

Heer-Zoo-2010.pdf
J Heer, M Bostock, and V Ogievetsky. A Tour Through the Visualization Zoo. Communications of the ACM, 53(6):59–67, June 2010.
[doi]   [google]

Kindlmann-AlgebraicVis-2014.pdf
G Kindlmann and C Scheidegger. An Algebraic Process for Visualization Design. IEEE Transactions on Visualization and Computer Graphics (Proceedings VIS 2014), 20(12):2181–2190, November 2014.
[doi]   [google]

Liu-CNN-2017.pdf
M Liu, J Shi, Z Li, C Li, J Zhu, and S Liu. Towards Better Analysis of Deep Convolutional Neural Networks. IEEE Transactions on Visualization and Computer Graphics (Proc. VIS'16), 23(1):91–100, January 2017.
[doi]   [google]

Munzner-VAD7-2014.pdf
Visualization Analysis and Design. T Munzner, chapter 7: Arrange Tables, pages 145–176. A K Peters/CRC Press, 2014.
(doi?)   [google]

Nusrat-Cartograms-2018.pdf
S Nusrat, MJ Alam, and S Kobourov. Evaluating Cartogram Effectiveness. IEEE Transactions on Visualization and Computer Graphics, 24(2):1077–1090, February 2018.
[doi]   [google]

Padilla-Binning-2017.pdf
L Padilla, PS Quinan, M Meyer, and SH Creem-Regehr. Evaluating the Impact of Binning 2D Scalar Fields. IEEE Transactions on Visualization and Computer Graphics (Proc VIS'16), 23(1):431–440, January 2017.
[doi]   [google]

Shneiderman-Mantra-1996.pdf
B Shneiderman. The eyes have it: a task by data type taxonomy for information visualizations. In Proc. IEEE Symposium on Visual Languages, pages 336–343, September 1996.
[doi]   [google]

Stevens-Glyphs-2017.pdf
AH Stevens, T Butkiewicz, and C Ware. Hairy Slices: Evaluating the Perceptual Effectiveness of Cutting Plane Glyphs for 3D Vector Fields. IEEE Transactions on Visualization and Computer Graphics (Proc. VIS'16), 23(1):990–999, January 2017.
[doi]   [google]

Stevens-Scales-1946.pdf
SS Stevens. On the Theory of Scales of Measurement. Science, 103(2684):677–680, June 1946.
[doi]   [google]

Trumbo-Bivariate-1981.pdf
BE Trumbo. A Theory for Coloring Bivariate Statistical Maps. The American Statistician, 35(4):220–226, 1981.
[doi]   [google]

Tufte-GraphicalIntegrity-2001.pdf
The Visual Display of Quantitative Information. E Tufte, chapter 2: Graphical Integrity. 2001.
(doi?)   [google]

Ware-IVPDbiblio-2013.pdf
Information Visualization: Perception for Design. C Ware, chapter Bibliography, pages 459–496. Elsevier, third edition, 2013.
(doi?)   [google]

Ware-IVPDchap3-2013.pdf
Information Visualization: Perception for Design. C Ware, chapter 3: Lightness, Brightness, Contrast, and Constancy, pages 69–94. Elsevier, third edition, 2013.
(doi?)   [google]

Ware-IVPDchap4-2013.pdf
Information Visualization: Perception for Design. C Ware, chapter 4: Color, pages 95–138. Elsevier, third edition, 2013.
(doi?)   [google]

Ware-UnivariateMaps-1988.pdf
C Ware. Color Sequences for Univariate maps: Theory, Experiments, and Principles. IEEE Computer Graphics and Applications, 8(5):41–49, September 1988.
[doi]   [google]

Zacks-BarsAndLines-1999.pdf
J Zacks and B Tversky. Bars and lines: A study of graphic communication. Memory & Cognition, 27(6):1073–1079, November 1999.
[doi]   [google]