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Fall 2002CS/PSY 67501 Information Visualization 2 Case Study: Portraying Hierarchies Visualizing hierarchies Variety of techniques Traditional tree views, alternatives, space filling views Hierarchies Definition Ordering of items in which particular items are parents or ancestors of others Example: File System Folders/Directories with folders/subdirectories and files inside
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Fall 2002CS/PSY 67502 Trees Hierarchies often represented as trees Root at top, leaves at bottom
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Fall 2002CS/PSY 67503 Sample Representation
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Fall 2002CS/PSY 67504 Another Representation
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Fall 2002CS/PSY 67505 Another Representation
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Fall 2002CS/PSY 67506 Another Representation root
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Fall 2002CS/PSY 67507 Another Representation
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Fall 2002CS/PSY 67508 Potential Problems Width of fan-out uses real estate Run out of room quickly
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Fall 2002CS/PSY 67509 Another Idea CHEOPS Beaudoin, Parent & Vroomen
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Fall 2002CS/PSY 675010 Another Idea Card, Mackinlay & Robertson ConeTree
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Fall 2002CS/PSY 675011 Another Idea Use hyperbolic geometry Hyperbolic tree Here: Site Lens from www.inxight.com Demo Lamping & Rao
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Fall 2002CS/PSY 675012 Space-Filling Representation Each item occupies an area Children are “contained” under parent
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Fall 2002CS/PSY 675013 Treemap Space-filling representation developed by Shneiderman and Johnson Children are drawn inside their parent Alternate horizontal and vertical slicing at each successive level
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Fall 2002CS/PSY 675014 Treemap Example File and directory visualizer white-directories color-files level 1 dirs
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Fall 2002CS/PSY 675015 Treemap
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Fall 2002CS/PSY 675016 Nested vs. Non-nested Treemaps Nested Tree-MapNon-nested Tree-Map
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Fall 2002CS/PSY 675017 Treemap Affordances Good representation of two attributes: color and area Not as good at representing structure What happens if it’s a perfectly balanced tree of items all the same size? Also can get long-thin aspect ratios
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Fall 2002CS/PSY 675018 Treemap Variation SmartMoney.com Map of the Market Illustrates stock movements “Compromises” treemap algorithm to avoid bad aspect ratios www.smartmoney.com/marketmap
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Fall 2002CS/PSY 675019 Treemap Variation Use 3D shading cues to help convey structure SequoiaView file viewer for Windows Demo
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Fall 2002CS/PSY 675020 Another Technique What if we used a radial rather than a rectangular space-filling technique? Sunburst Demonstration of system /usr/local/bin/sunburst
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Fall 2002CS/PSY 675021 Sunburst Visualizing file and directory structures Root dir at center Color - file type Angle - file/dir size
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Fall 2002CS/PSY 675022 Experiment Compare Treemap and Sunburst with users performing typical file/directory- related tasks Evaluate task performance on both correctness and time Small Hierarchy (~500 files) Large Hierarchy (~3000 files) A B A B
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Fall 2002CS/PSY 675023 Experiment 60 participants Participant only works with a small or large hierarchy in a session Vary order across participants SB A, TM B TM A, SB B SB B, TM A TM B, SB A 32 on small hierarchies 28 on large hierarchies
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Fall 2002CS/PSY 675024 Tasks Identification (naming or pointing out) of a file based on size, specifically, the largest and second largest files (Questions 1-2) Identification of a directory based on size, specifically, the largest (Q3) Location (pointing out) of a file, given the entire path and name (Q4-7) Location of a file, given only the file name (Q8-9) Identification of the deepest subdirectory (Q10) Identification of a directory containing files of a particular type (Q11) Identification of a file based on type and size, specifically, the largest file of a particular type (Q12) Comparison of two files by size (Q13) Location of two duplicated directory structures (Q14) Comparison of two directories by size (Q15) Comparison of two directories by number of files contained (Q16)
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Fall 2002CS/PSY 675025 Results Ordering effect for Treemap on large hierarchies Performance trends favored Sunburst, but not clear-cut Subjective preference: SB (51), TM (9), unsure (1)
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Fall 2002CS/PSY 675026 Observations SB appeared to convey structure better Participants felt TM conveyed size better, but not bore out Strategies mattered
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Fall 2002CS/PSY 675027 SunBurst Negative In large hierarchies, files at the periphery are usually tiny and very difficult to distinguish examples
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Fall 2002CS/PSY 675028 Fix: Objectives Make small slices bigger Maintain full circular space-filling idea Allow detailed examination of small files within context of entire hierarchy Don’t alter ratios of sizes Avoid use of multiple windows or lots of scrollbars Provide an aesthetically pleasing interface in which it is easy to track changes in focus
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Fall 2002CS/PSY 675029 With Eugene Zhang Proceedings of Information Visualization 2000, Oct. 2000, pp. 57-65. 3 Solutions Three visualization+navigation techniques developed to help remedy the shortcoming Angular detail Detail outside Detail inside
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Fall 2002CS/PSY 675030 Angular Detail Most “natural” Least space-efficient Most configurable by user
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Fall 2002CS/PSY 675031 Detail Outside Exhibits non-distorted miniature of overview Somewhat visually disconcerting Focus is quite enlarged (large circumference and 360°) Relatively space efficient
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Fall 2002CS/PSY 675032 Detail Inside Perhaps least intuitive and most distorting Items in overview are more distinct (larger circumference) Interior 360° for focus is often sufficient
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Fall 2002CS/PSY 675033 Video 4 minutes
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Fall 2002CS/PSY 675034 Key Components Two ways to increase area for focus region: larger sweep angle and longer circumference Smooth transitions between overview and focus allow viewer to track changes Always display overview Allow focus selections from anywhere: normal display, focus or overview regions
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