CS 796/896 - Visual Analytics Seminar
Spring 2011: Tues 1:30-4:15pm, E&CS 2120

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Schedule

Syllabus

Papers

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Papers

Textbook

  1. Daniel A. Keim, Joern Kohlhammer, Geoffrey Ellis and Florian Mansmann, Eds., Mastering The Information Age - Solving Problems with Visual Analytics, Eurographics, 2010. (PDF, BibTeX)
Short intro: Christian Chabot, "Demystifying Visual Analytics," IEEE Computer Graphics and Applications, March/April 2009, pp. 84-87. (BibTeX)

WS-DL

  1. Jan 25 - Justin: Marian Dork, Sheelagh Carpendale, Chris Collins and Carey Williamson, "VisGets: Coordinated Visualizations for Web-based Information Exploration and Discovery," IEEE Transactions on Visualization and Computer Graphics, Vol. 14, No. 6, November/December 2008, pp. 1205-1212. (BibTeX)
  2. Jan 25 - Scott: Adar, Eytan, Dontcheva, Mira, Fogarty, James and Weld, Daniel S., "Zoetrope: Interacting with the Ephemeral Web," In Proceedings of the 21st annual ACM symposium on User interface software and technology - UIST '08. New York, New York, USA 2008. ACM, pp. 239-248. (BibTeX)
  3. Feb 1 - Ahmed: Spaniol, M., Mazeika, A., Denev, D. and Weikum, G., "Catch me if you can: Visual Analysis of Coherence Defects in Web Archiving," In Proceedings of the 9th International Web Archiving Workshop (IWAW 2009). Corfu, Greece, October 2009. (PDF, BibTeX)
  4. Feb 1 - Kalpesh: Rose, S., Butner, S., Cowley, W., Gregory, M. and Walker, J., "Describing story evolution from dynamic information streams," In Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST). October 2009, pp. 99 -106. (BibTeX)

Data Management

  1. Feb 8 - Corren: Ahmed K. Elmagarmid, Panagiotis G. Ipeirotis and Vassilios S. Verykios, "Duplicate Record Detection: A Survey," IEEE Transactions on Knowledge and Data Engineering, Vol. 19, No. 1, January 2007, pp. 1-16. (BibTeX)
  2. Feb 8 - Siva: Enrico Bertini and Giuseppe Sanucci, "Give chance a chance: Modeling density to enhance scatter plot quality through random data sampling," Information Visualization, 2006, pp. 95-110. (preprint, BibTeX)
  3. Feb 15 - Louis: Geoffrey Ellis and Alan Dix, "A Taxonomy of Clutter Reduction for Information Visualisation," IEEE Transactions on Visualization and Computer Graphics, Vol. 13, No. 6, November/December 2007, pp. 1216-1223. (BibTeX)
  4. Feb 15 - Justin: Wei Peng, Matthew O. Ward and Elke A. Rundensteiner, "Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering," In Proceedings of the IEEE Symposium on Information Visualization (INFOVIS). 2004, pp. 89-96. (BibTeX)

Data Mining

  1. Feb 22 - Shahram: Ferreira de Oliveira, M.C. and Levkowitz, H., "From visual data exploration to visual data mining: a survey," IEEE Transactions on Visualization and Computer Graphics, Vol. 9, No. 3, July-September 2003, pp. 378 - 394. (BibTeX)
  2. Feb 22 - Sunish: Enrico Bertini and Denis Lalanne, "Investigating and reflecting on the integration of automatic data analysis and visualization in knowledge discovery," ACM SIGKDD Explorations Newsletter, Vol. 11, No. 2, 2010, pp. 9-18. (PDF, BibTeX)
  3. Mar 1 - Sai: Shneiderman, Ben, "Extreme visualization: Squeezing a billion records into a million pixels," In Proceedings of the ACM International Conference on Management of Data (SIGMOD). June 2008, pp. 3-12. (BibTeX)

Spatio-Temporal

  1. Mar 1 - Hany: Paolo Buono, Aleks Aris, Catherine Plaisant, Amir Khella and Ben Shneiderman, "Interactive Pattern Search in Time Series," In Proceedings of the Visualization and Data Analysis (VDA 2005). January 2005, pp. 175-186. (PDF, BibTeX)
  2. Mar 15 - Shahram and Louis: Andrienko, G., Andrienko, N., Rinzivillo, S., Nanni, M., Pedreschi, D. and Giannotti, F., "Interactive visual clustering of large collections of trajectories," In Proceedings of the IEEE Symposium onVisual Analytics Science and Technology (VAST). October 2009, pp. 3 -10. (BibTeX)
  3. Mar 15 - Hany and Abdulla: Luca Chittaro, Carlo Combi and Giampaolo Trapasso, "Data mining on temporal data: A visual approach and its clinical application to hemodialysis," Journal of Visual Languages and Computing, Vol. 2003, No. 14, 2003, pp. 591-620. (BibTeX)
  4. Mar 22 - Bhavani: Ji-Soo Yi, Niklas Elmqvist and Seungyoon Lee, "TimeMatrix: Visualizing Temporal Social Networks Using Interactive Matrix-Based Visualizations," International Journal of Human-Computer Interaction, Vol. 26, No. 11-12, 2010. (BibTeX)

Tools

  1. Mar 22 - Pooja: John Stasko, Carsten Gorg and Zhicheng Liu, "Jigsaw: supporting investigative analysis through interactive visualization," In Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST). October-November 2007, pp. 131 - 138. (BibTeX)
  2. Mar 29 - Swarna: Chris Stolte, Diane Tang and Pat Hanrahan, "Polaris: A system for query, analysis, and visualization of multidimensional relational databases," IEEE Transactions on Visualization and Computer Graphics, Vol. 8, March 2002, pp. 52-65. (BibTeX)
  3. Mar 29 - Ritesh: Petra Isenberg and Danyel Fisher, "Collaborative Brushing and Linking for Co-located Visual Analytics of Document Collections," In Proceedings of Eurovis. Berlin, Germany, June 2009. (PDF, BibTeX)

Perception and Cognition

  1. Apr 5 - Abdulla: Yi, Ji Soo, Kang, Youn-ah, Stasko, John T. and Jacko, Julie A., "Understanding and characterizing insights: how do people gain insights using information visualization?," In Proceedings of the conference on BEyond time and errors: novel evaLuation methods for Information Visualization. April 2008, pp. 4:1-4:6. (BibTeX)
  2. Apr 5 - Yasmin: Zhicheng Liu, Nancy Nersessian and John Stasko, "Distributed Cognition as a Theoretical Framework for Information Visualization," IEEE Transactions on Visualization and Computer Graphics, Vol. 14, 2008, pp. 1173-1180. (PDF, BibTeX)
  3. Apr 12 - Corren and Scott: David Gotz and Michelle X. Zhou, "Characterizing Users' Visual Analytic Activity for Insight Provenance," In Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST). Columbus,OH, October 2008, pp. 123-130. (BibTeX)
  4. Apr 12 - Venkata: Yi, Ji Soo, Kang, Youn Ah, Stasko, John and Jacko, Julie, "Toward a deeper understanding of the role of interaction in information visualization.," IEEE Transactions on Visualization and Computer Graphics, Vol. 13, No. 6, 2007, pp. 1224-1231. (BibTeX)

Evaluation

  1. Apr 19 - Shalini: Sheelagh Carpendale, "Evaluating Information Visualizations," Information Visualization: Human-Centered Issues and Perspectives, 2008, pp. 19-45. (BibTeX)
  2. Apr 19 - Namrata: Scholtz, J, "Beyond Usability: Evaluation Aspects of Visual Analytic Environments," In Proceedings of the IEEE Symposium On Visual Analytics Science And Technology (VAST). November 2006, pp. 145-150. (BibTeX)
  3. Apr 26 - Ahmed and Yasmin: Purvi Saraiya, Chris North and Karen Duca, "An Insight-Based Methodology for Evaluating Bioinformatics Visualizations," IEEE Transactions on Visualization and Computer Graphics, Vol. 11, pp. 443-456. (PDF, BibTeX)
  4. Apr 26 - Moustafa: Purvi Saraiya, Chris North, Vy Lam and Karen A. Duca, "An Insight-based Longitudinal Study of Visual Analytics," IEEE Transactions on Visualization and Computer Graphics, Vol. 12, 2006, pp. 1511-1522. (BibTeX)
Reference: (north-cga06) Toward measuring visualization insight, 2006, http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1626178