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cs5984: Information Visualization Chris North GTA: Purvi Saraiya Infovis meister: Nathan
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What is Information Visualization? The use of computer-supported, interactive, visual representations of abstract data to amplify cognition
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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
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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!
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Which state has highest Income? Relationship between Income and Education? Outliers?
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Per Capita Income College Degree %
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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?
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Find the green square?
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History: Static Graphics
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Interactive Graphics Homefinder
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More than just “data transfer” Support the ability to glean higher level knowledge from the data Learn = data knowledge Insight!
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What’s the Big Deal?
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Presentation is everything!
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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
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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 *
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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)
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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
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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
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Research = Learning the state-of-the-art + Creativity (Design) + Science (Measurement,Modeling) + Dissemination = project
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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
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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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