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

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Bibtex

 @book{keim-book10,
	Title = {Mastering The Information Age - Solving Problems with Visual Analytics},
	Publisher = {Eurographics},
	Year = {2010},
        Month = {November},
	Editor = {Daniel A. Keim and Joern Kohlhammer and Geoffrey Ellis and Florian Mansmann},
        Url = {http://www.vismaster.eu/book/},
	Pdf = {http://www.vismaster.eu/wp-content/uploads/2010/11/VisMaster-book-lowres.pdf},
        Tag = {textbook},
        Pubdate = {201011}
 } 

 @article{chabot-cga09,
  title = {Demystifying Visual Analytics},
  author = {Christian Chabot},
  year = {2009},
  month = {March/April},
  journal = {IEEE Computer Graphics and Applications},
  pages= {84--87},
  pubdate = {200903},
  doi = {http://dx.doi.org/10.1109/MCG.2009.23},
  Tag = {reference}
 }

 @inproceedings{spaniol-iwaw09,
  Title={{Catch me if you can: Visual Analysis of Coherence Defects in Web Archiving}},
  Author={Spaniol, M. and Mazeika, A. and Denev, D. and Weikum, G.},
  Booktitle={Proceedings of the 9th International Web Archiving Workshop (IWAW 2009)},
  Pubdate={200910},
  Address = {Corfu, Greece},
  Tag={ws-dl},
  Year={2009},
  Month={October},
  Url={http://www.iwaw.net/09/},
  Pdf="http://iwaw.europarchive.org/09/papers/spaniol_iwaw.pdf",
 }

 @article{dork-tovcg08,
 title = {VisGets: Coordinated Visualizations for Web-based Information Exploration and Discovery},
 author = {Marian Dork and Sheelagh Carpendale and Chris Collins and Carey Williamson},
 year = {2008},
 month = {November/December},
 journal = {IEEE Transactions on Visualization and Computer Graphics},
 volume = {14},
 number = {6},
 pages= {1205--1212},
 pubdate = {200810},
 doi = {http://dx.doi.org/10.1109/TVCG.2008.175},
 tag = {ws-dl},
 url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=4658131},
 }

 @InProceedings{isenberg-eurovis09,
 author = {Petra Isenberg and Danyel Fisher}, 
 title = {Collaborative Brushing and Linking for Co-located Visual Analytics of Document Collections}, 
 booktitle = {Proceedings of Eurovis}, 
 year = 2009, 
 month = {June}, 
 address = {Berlin, Germany}, 
 pdf = {http://research.microsoft.com/pubs/80974/Eurovis_submit_Isenberg_Fisher_SurfaceAnalytics.pdf}, 
 pubdate = {200906},
   tag = {tools}
 }

 @Article{carpendale-infovis08,
  author = {Sheelagh Carpendale},
  title = {Evaluating Information Visualizations},
  journal = {Information Visualization: Human-Centered Issues and Perspectives},
  year = {2008},
  url = {http://www.springerlink.com/content/07u623325p7670r8/},
  tag = {evaluation},
  pubdate ={2008},
  pages = {19-45}
 }

 @Article{yi-ijhci10,
 author = {Ji-Soo Yi and Niklas Elmqvist and Seungyoon Lee},
 title = {TimeMatrix: Visualizing Temporal Social Networks Using Interactive Matrix-Based Visualizations},
 journal = {International Journal of Human-Computer Interaction},
 url = {https://engineering.purdue.edu/~elm/projects/timematrix.html},
 tag = {spatio-temporal},
 year={2010},
 volume = {26},
 number = {11-12},
 pubdate = {201011}
 } 

 @ARTICLE { elmagarmid-tokde07, 
 TITLE = { Duplicate Record Detection: A Survey },
 AUTHOR = { Ahmed K. Elmagarmid and Panagiotis G. Ipeirotis and Vassilios S. Verykios },
 YEAR = { 2007 },
 MONTH = { January },
 JOURNAL = { IEEE Transactions on Knowledge and Data Engineering },
 VOLUME = { 19 },
 NUMBER = { 1 },
 PAGES = { 1--16 },
 PUBDATE = {200611},
 DOI = { http://dx.doi.org/10.1109/TKDE.2007.250581 },
 TAG = { data-management},
 URL = { http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4016511 },
 } 

 @article{bertini-sigkddexplor10,
 title = {Investigating and reflecting on the integration of automatic data analysis and visualization in knowledge discovery},
 journal = {ACM SIGKDD Explorations Newsletter},
 volume={11},
 number ={2},
 author = {Enrico Bertini and Denis Lalanne},
 year = {2010},
 pages= {9--18},
 pubdate = {200912},
 doi = {http://dx.doi.org/10.1145/1809400.1809404},
 pdf= {http://delivery.acm.org/10.1145/1810000/1809404/p9-bertini.pdf},
 tag = {data-mining}
 }

 @inproceedings{andrienko-vast09,
 author={Andrienko, G. and Andrienko, N. and Rinzivillo, S. and Nanni, M. and Pedreschi, D. and Giannotti, F.}, 
 booktitle={Proceedings of the IEEE Symposium onVisual Analytics Science and Technology (VAST)}, 
 title={Interactive visual clustering of large collections of trajectories},
 year={2009},
 month={October},
 pages={3 -10},
 tag={spatio-temporal}
 doi={10.1109/VAST.2009.5332584},
 url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5332584}, 
 Pubdate = {200910}
 }


 @ARTICLE{stolte-tovcg02,
  author = {Chris Stolte and Diane Tang and Pat Hanrahan},
  title = {Polaris: A system for query, analysis, and visualization of multidimensional relational databases},
  journal = {IEEE Transactions on Visualization and Computer Graphics},
  year = {2002},
  month = {March},
  pages = {52--65},
  volume = {8},
  tag = {tools},
  doi = {http://dx.doi.org/10.1109/2945.981851},
  pubdate = {200203}
 }

 @inproceedings{stasko-vast07,
 author = {John Stasko and Carsten Gorg and Zhicheng Liu},
 title = {Jigsaw: supporting investigative analysis through interactive visualization},
 booktitle = {Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST)},
 year = {2007},
 month = {October-November},
 pages = {131 - 138},
 tag = {tools},
 pubdate = {200710},
 doi = {http://dx.doi.org/10.1109/VAST.2007.4389006}
 }

 @INPROCEEDINGS{rose-vast09,
 title={Describing story evolution from dynamic information streams},
 author={Rose, S. and Butner, S. and Cowley, W. and Gregory, M. and Walker, J.},
 booktitle={Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST)}, 
 year={2009},
 month={October},
 pages={99 -106},
 doi={10.1109/VAST.2009.5333437},
 pubdate={200910},
 tag={ws-dl},
 url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=5333437}

}

 @ARTICLE{oliveira-tovcg03,
 author={Ferreira de Oliveira, M.C. and Levkowitz, H.},
 journal={IEEE Transactions on Visualization and Computer Graphics}, 
 title={From visual data exploration to visual data mining: a survey},
 year={2003},
 month={July-September},
 volume={9},
 number={3},
 pages={ 378 - 394},
 tag={data-mining},
 doi={10.1109/TVCG.2003.1207445},
 url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1207445&tag=1},
 ISSN={1077-2626},
 Pubdate = {200307}
 }

 @inproceedings{adar-uist08,
  abstract = {The Web is ephemeral. Pages change frequently, and it is nearly impossible to find data or 
 follow a link after the underlying page evolves. We present Zoetrope, a system that enables interaction with the 
 historical Web (pages, links, and embedded data) that would otherwise be lost to time. Using a number of novel interactions, 
 the temporal Web can be manipulated, queried, and analyzed from the context of familar pages. Zoetrope is based on a set of 
 operators for manipulating content streams. We describe these primitives and the associated indexing strategies for handling
 temporal Web data. They form the basis of Zoetrope and enable our construction of new temporal interactions and visualizations.},
  address = {New York, New York, USA},
  author = {Adar, Eytan and Dontcheva, Mira and Fogarty, James and Weld, Daniel S.},
  booktitle = {Proceedings of the 21st annual ACM symposium on User interface software and technology - UIST '08},
  doi = {10.1145/1449715.1449756},
  institution = {ACM},
  isbn = {9781595939753},
  keywords = {WS-DL,temporal informatics,web,web extraction},
  pages = {239--248},
  pubdate = {200810},
  publisher = {ACM},
  tag = {ws-dl},
  title = {{Zoetrope: Interacting with the Ephemeral Web}},
  url = {http://portal.acm.org/citation.cfm?doid=1449715.1449756},
  year = {2008}

}

 @ARTICLE{ellis-tovcg07,
 title={A Taxonomy of Clutter Reduction for Information Visualisation},
 author={Geoffrey Ellis and Alan Dix},
 year={2007},
 month={November/December},
 journal={IEEE Transactions on Visualization and Computer Graphics}, 
 volume={13},
 number={6},
 pages={1216--1223},
 doi={http://dx.doi.org/10.1109/TVCG.2007.70535},
 tag={data-management},
 url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4376143&tag=1},

}

 @INPROCEEDINGS{peng-siv04,
 title={Clutter Reduction in Multi-Dimensional Data Visualization Using Dimension Reordering},
 author={Wei Peng and Matthew O. Ward and Elke A. Rundensteiner},
 year={2004},
 booktitle={Proceedings of the IEEE Symposium on Information Visualization (INFOVIS)}, 
 pages={89--96},
 doi{http://dx.doi.org/10.1109/INFVIS.2004.15},
 tag={data-management},
 url={http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=1382895},
 }

 @article{yi-tovcg07,
  abstract = {Even though interaction is an important part of information visualization (Infovis), it has garnered a relatively 
 low level of attention from the Infovis community. A few frameworks and taxonomies of Infovis interaction techniques exist, 
 but they typically focus on low-level operations and do not address the variety of benefits interaction provides. After conducting 
 an extensive review of Infovis systems and their interactive capabilities, we propose seven general categories of interaction
 techniques widely used in Infovis: 1) Select, 2) Explore, 3) Reconfigure, 4) Encode, 5) Abstract/Elaborate, 6) Filter, and 7) Connect.
 These categories are organized around a user's intent while interacting with a system rather than the low-level interaction techniques 
 provided by a system. The categories can act as a framework to help discuss and evaluate interaction techniques and hopefully lay an 
 initial foundation toward a deeper understanding and a science of interaction.},
  author = {Yi, Ji Soo and Kang, Youn Ah and Stasko, John and Jacko, Julie},
  doi = {10.1109/TVCG.2007.70515},
  issn = {1077-2626},
  journal = {IEEE Transactions on Visualization and Computer Graphics},
  keywords = {Infovis community,Infovis interaction techniques,Infovis systems,Perception and Cognition,data visualisation,human computer 
  interaction,information visualization,taxonomy},
  tag = {perception-cognition},
  number = {6},
  pages = {1224--1231},
  pubdate = {200711},
  title = {{Toward a deeper understanding of the role of interaction in information visualization.}},
  url = {http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4376144&tag=1},
  volume = {13},
  year = {2007}

}

 @InProceedings {gotz-vast08,
 author={David Gotz and Michelle X. Zhou},
 booktitle={Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (VAST)},
 title={Characterizing Users' Visual Analytic Activity for Insight Provenance},
 year={2008},
 month={October},
 address={Columbus,OH},
 pages={123--130},
 doi={10.1109/VAST.2008.4677365},
 tag={perception-cognition},
 pubdate={200811},
 } 

 @article{bertini-iv06,
 title = {Give chance a chance: Modeling density to enhance scatter plot quality through random data sampling},
 author = {Enrico Bertini and Giuseppe Sanucci},
 year = {2006},
 journal = {Information Visualization},
 pages = {95--110},
 tag = {data-management},
 preprint = { http://www.dis.uniroma1.it/~santucci/APapers/IV_06.pdf},
 url = {http://proquest.umi.com/pqdlink?did=1065555701&Fmt=6&clientId=3505&RQT=309&VName=PQD},
 pubdate = {200606}
 }

 @inproceedings{scholtz-vast06,
   author = {Scholtz, J},
   title = {Beyond Usability: Evaluation Aspects of Visual Analytic Environments},
   booktitle = {Proceedings of the IEEE Symposium On Visual Analytics Science And Technology (VAST)},
   year = {2006},
   month = {November},
   pages = {145--150},
   doi = {http://dx.doi.org/10.1109/VAST.2006.261416}
   tag = {evaluation},
   url = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4035759}
   pubdate = {200611}
 }

 @inproceedings{yi-beliv08,
 author = {Yi, Ji Soo and Kang, Youn-ah and Stasko, John T. and Jacko, Julie A.},
 title = {Understanding and characterizing insights: how do people gain insights using information visualization?},
 booktitle = {Proceedings of the conference on BEyond time and errors: novel evaLuation methods for Information Visualization},
 year = {2008},
 location = {Florence, Italy},
 pages = {4:1--4:6},
 doi = {http://doi.acm.org/10.1145/1377966.1377971},
 pubdate = {200804},
  month = {April},
 tag = {perception-cognition}

}

 @article{liu-tovcg08,
 author = {Zhicheng Liu and Nancy Nersessian and John Stasko},
 title = {Distributed Cognition as a Theoretical Framework for Information Visualization},
 journal ={IEEE Transactions on Visualization and Computer Graphics},
 volume = {14},
 issn = {1077-2626},
 year = {2008},
 pages = {1173-1180},
 doi = {http://doi.ieeecomputersociety.org/10.1109/TVCG.2008.121},
 pubdate = {200812},
 URL = {http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=4658127},
 pdf = {http://www.viscenter.uncc.edu/TechnicalReports/infovis08-dcog.stasko.pdf},
 tag = {perception-cognition}

}

 @article{saraiya-tovcg05,
 author = {Purvi Saraiya and Chris North and Karen Duca},
 title = {An Insight-Based Methodology for Evaluating Bioinformatics Visualizations},
 journal ={IEEE Transactions on Visualization and Computer Graphics},
 volume = {11},
 issn = {1077-2626},
 pubdate = {200508},
 pages = {443-456},
 doi = {http://doi.ieeecomputersociety.org/10.1109/TVCG.2005.53},
 pdf = {http://www.ifs.tuwien.ac.at/~silvia/wien/vu-infovis/articles/Saraiya-TVCG-insight-2005.pdf},
 publisher = {IEEE Computer Society},
 tag= {evaluation}

}

 @inproceedings{shneiderman-sigmod08,
 author = {Shneiderman, Ben},
 title = {Extreme visualization: Squeezing a billion records into a million pixels},
 booktitle = {Proceedings of the ACM International Conference on Management of Data (SIGMOD)},
 year = {2008},
 location = {Vancouver, Canada},
 pages = {3--12},
 month = {June},
 doi = {http://doi.acm.org/10.1145/1376616.1376618},
 tag = {data-mining},
 pubdate = {200806}
 }

@ARTICLE{saraiya-tovcg06,

    author = {Purvi Saraiya and Chris North and Vy Lam and Karen A. Duca},
    title = {An Insight-based Longitudinal Study of Visual Analytics},
    journal = {IEEE Transactions on Visualization and Computer Graphics}, 
    DOI = {10.1109/TVCG.2006.85 },
    year = {2006},
    volume = {12},
    pages = {15111522},
    pubdate = {200609},
  pages = {1511--1522},
   tag = {evaluation}

}

@inproceedings{buono-vda05,

 Title={{Interactive Pattern Search in Time Series}},
 Author={Paolo Buono and Aleks Aris and Catherine Plaisant and Amir Khella and Ben Shneiderman},
 Booktitle={Proceedings of the Visualization and Data Analysis (VDA 2005)},
 Pubdate={200501},
 Tag={spatio-temporal},
 Year={2005},
 Pages= {175--186},
 Month={January},
 pdf = {http://hcil.cs.umd.edu/trs/2004-25/2004-25.pdf},
 url = {http://www.cs.umd.edu/hcil/timesearcher/}

}

@ARTICLE{chittaro-vislang03,

    author = {Luca Chittaro and Carlo Combi and Giampaolo Trapasso},
    title = {Data mining on temporal data: A visual approach and its clinical application to hemodialysis},
    journal = {Journal of  Visual Languages and Computing},
    year = {2003},
    volume = {2003},
   number = 14,
   tag={spatio-temporal},

doi = {http://dx.doi.org/10.1016/j.jvlc.2003.06.003},

    pages = {591--620}

}