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Cs5984: Information Visualization Chris North GTA: Purvi Saraiya Infovis meister: Nathan.

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Presentation on theme: "Cs5984: Information Visualization Chris North GTA: Purvi Saraiya Infovis meister: Nathan."— Presentation transcript:

1 cs5984: Information Visualization Chris North GTA: Purvi Saraiya Infovis meister: Nathan

2 What is Information Visualization? The use of computer-supported, interactive, visual representations of abstract data to amplify cognition

3 The Big Problem Data Human How? Data Transfer Web,books, papers, game scores, Scientific data, Biotech, Shopping People Stock/finance News Vision: 100 MB/s Ears: <100 b/s Telepathy Haptic/tactile Smell taste

4 Human Vision Highest bandwidth sense Fast, parallel Pattern recognition Pre-attentive Extends memory and cognitive capacity (Multiplication test) People think visually Impressive. Lets use it!

5 Which state has highest Income? Relationship between Income and Education? Outliers?

6 Per Capita Income College Degree %

7 What if you could only see 1 state’s data at a time? (e.g. Census Bureau’s website) What if I read the data to you?

8 Find the green square?

9 History: Static Graphics

10 Interactive Graphics Homefinder

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13 More than just “data transfer” Support the ability to glean higher level knowledge from the data Learn = data  knowledge Insight!

14 What’s the Big Deal?

15 Presentation is everything!

16 Optimization: My Philosophy Visualization = the best of both Impressive computation + impressive cognition Computer Serial Symbolic Static Deterministic Exact Binary, 0/1 Computation Programmed Follow instructions Amoral Human Parallel Visual Dynamic Non-deterministic Fuzzy Gestalt, whole, patterns Understanding Free will Creative Moral

17 You will learn how to: Design visual, interactive representations Critique existing designs Development visualization software Empirically evaluate designs An HCI focus A visualization = a user interface for data *

18 Related Courses Scientific Visualization (ESM4714) Computer Graphics (4204, 6xxx) Usability Engineering (5714) Research Methods! (5014) Model & Theories of HCI (5724) User Interface Software (5984) Info Storage & Retrieval (5604) Databases (5614)

19 Course Mechanics Grading: 10% Paper presentation & discussion 30% Homeworks 60% Project Format: Research class Read research papers Discussion Contribute to research, Project! dude.cs.vt.edu

20 Research Class Creativity No “right” answer Reasoning/argument is more important Self motivation Open ended Contribute to the state-of-the-art Jump start for thesis research

21 Research = Learning the state-of-the-art + Creativity (Design) + Science (Measurement,Modeling) + Dissemination = project

22 HW #1 Due sept 6, thurs Find some data 104c mcbryde Spotfire, tablelens(eureka), parallel coordinates (xmdvtool), star coordinates (stardeck). Pick 2 What you learned about the data? 1 pg Comparison of the 2 tools. 1pg Purvi will give demo on Friday, and hours

23 project Build a new visualization Evaluation Groups 2-4 Choose topic Literature review Build it! Write a paper about it Give a presentation.


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