Visual Analytics
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Visual Analytics
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> <strong>Analytics</strong><br />
Seminar<br />
Benjamin Höferlin
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> <strong>Analytics</strong>
<strong>Visual</strong> <strong>Analytics</strong> <br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> analytics is the science of analytical reasoning facilitated by<br />
interactive visual interfaces. [Thomas and Cook, 2006]<br />
<strong>Visual</strong> analytics is more than just visualization and can rather be seen<br />
as an integrated approach combining visualization, human factors<br />
and data analysis. [Keim, 2005]<br />
Computer<br />
<strong>Visual</strong>ization<br />
& Interaction<br />
Human<br />
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<strong>Visual</strong> <strong>Analytics</strong> <br />
<strong>Visual</strong> <strong>Analytics</strong> Mantra:<br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Analyse First - Show the Important -<br />
Zoom, Filter and Analyse Further -<br />
Details on Demand<br />
Computer<br />
<strong>Visual</strong>ization<br />
& Interaction<br />
[Keim2005]<br />
Human<br />
4
<strong>Visual</strong> <strong>Analytics</strong> <br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Additional Information: Illuminating<br />
the Path - Research and Development<br />
(R&D) Agenda for <strong>Visual</strong> <strong>Analytics</strong><br />
[Thomas2005]<br />
http://nvac.pnl.gov/agenda.stm<br />
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Guidelines
Seminar<br />
Mittwochs 11:30-13:00 Uhr (Raum 0.453)<br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Erster Termin: Mittwoch, 21.4.2010<br />
Anwesenheitspflicht<br />
Rege Beteiligung erwünscht: Fragen, Diskussion<br />
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Seminar Guidelines<br />
Topic outlined by two provided papers<br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Own literature research required, e.g.,<br />
IEEE VAST Proceedings<br />
scholar.google.de, Scirus, Web of Science<br />
Schedule:<br />
Report - 2 weeks before talk<br />
Slides - 1 week before talk<br />
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Seminar Guidelines<br />
Questions to answer:<br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Why is visual analytics used in the domain<br />
How is the analysis supported by<br />
Automatic processing<br />
<strong>Visual</strong>ization<br />
Interaction<br />
Integration of analysis process<br />
How is scalability achieved<br />
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Seminar Guidelines - Report<br />
10-15 pages, Din A4<br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
LNCS-Style – Template available at website<br />
Citations according to IEEE Citation Style<br />
Guideline<br />
More Information also on the website<br />
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Seminar Guidelines - Talk<br />
ca. 45 Min + 15 Min discussion<br />
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Word template available at website<br />
Big picture first - then the details<br />
More Information also on the website<br />
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Topics
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Principles of <strong>Visual</strong> <strong>Analytics</strong><br />
<strong>Visual</strong> <strong>Analytics</strong>: Scope and Challenges<br />
[Keim2008]<br />
Illuminating the Path [Thomas2005]<br />
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> <strong>Analytics</strong> for Trajectory Clustering<br />
<strong>Visual</strong> Cluster Analysis of Trajectory Data With<br />
Interactive Kohonen Maps [Schreck2008]<br />
Interactive <strong>Visual</strong> Clustering of Large<br />
Collections of Trajectories [Andrienko2009]<br />
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> <strong>Analytics</strong> of Geospatial Data<br />
Stories in GeoTime [Eccles2007]<br />
A <strong>Visual</strong> <strong>Analytics</strong> Approach to Understanding<br />
Spatiotemporal Hotspots [Maciejewski2010]<br />
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> <strong>Analytics</strong> for Videos Analysis<br />
Analyzing Large-Scale News Video Databases<br />
to Support Knowledge <strong>Visual</strong>ization and<br />
Intuitive Retrieval [Luo2007]<br />
Uncertainty-Aware Video <strong>Visual</strong> <strong>Analytics</strong> of<br />
Tracked Moving Objects [Hoeferlin2010]<br />
16
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> <strong>Analytics</strong> in Life Science<br />
SpRay: A <strong>Visual</strong> <strong>Analytics</strong> Approach for Gene<br />
Expression Data [Dietzsch2009]<br />
MassVis: <strong>Visual</strong> Analysis of Protein Complexes<br />
Using Mass Spectrometry [Kincaid2009]<br />
17
Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
<strong>Visual</strong> <strong>Analytics</strong> of Text Documents<br />
Iterative Integration of <strong>Visual</strong> Insights during<br />
Patent Search and Analysis [Koch2009]<br />
What’s Being Said Near “Martha” Exploring<br />
Name Entities in Literary Text Collections<br />
[Vuillemot2009]<br />
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Uncertainty in <strong>Visual</strong> <strong>Analytics</strong><br />
A Framework for Uncertainty-Aware <strong>Visual</strong><br />
<strong>Analytics</strong> [Correa2009]<br />
Exploratory <strong>Visual</strong>ization of Multivariate Data<br />
with Variable Quality [Xie2006]<br />
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Universität Stuttgart, VIS, Abteilung Intelligente Systeme<br />
Questions<br />
http://www.iis.uni-stuttgart.de/lehre/ss10/Biomed_<strong>Visual</strong>analytics/
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