Information Visualization 2: Overview and Navigation Chris North cs3724: HCI
Review Shneiderman’s Info. Vis. mantra? Mapping data to graphics?
The Problem Data Screen
Typical Navigation 1D scrollbar2D scrollbars What’s wrong?
Keyhole Problem Where am I? Where can I go? Where do I want to go? How do I get there? Lack of context, overview
Keyhole Problem
Context is Important!
E.g: 3 Overviews of Text (MS Word) Advantages?
E.g. SeeSoft 1 line of pixels / line of code
Reduce Even More Stasko, “Information Mural”
Visual Overview Show me the data! Map, organization (spatial layout of concepts) What information is (not) available? Adds context info, relationships Enables direct access Encourages exploration HCI metrics: Improves user performance, learning time, satisfaction Insight
Information Scent Hint at what data is hiding behind each item in the overview Enable users to ‘sniff’ out data of interest What data to bubble up to overview? What data to push down into the details?
TableLens
Aggregation with Zooming Rayson, “Aggregate Towers”
Zoom
Navigation Strategies Detail Only Overview+Detail Multiple views Zooming Focus+Context Distortion, fisheye
Zooming large 2D spaces Powers of 10
Zooming: 2D KidPad, HiNote, Jazz Semantic zooming: Don’t just show things at different size change objects to make sense E.g. add/remove detail info Powers of Ten Controls?
Overview+Detail: 1D SeeSoft
Overview+Detail: 2D Overview:Detail: Zoom factor = 5 Square in overview tightly-coupled to scroll bars of detail
Multiple levels = large scale Zoom factor = 125 overviewintermediate view detail view
Multiple Foci Linkit
Focus+Context: 1D Fisheye Menu: Perspective Wall
Focus+Context: 2D
Comparison Zooming: Overview+Detail: Focus+Context:
Comparison Zooming: Screen space efficient Infinite scalability Lose overview when zoom in Overview+Detail: Good scalability, chaining Multiple foci Disconnect between views, back-n-forth Focus+Context: Integrated overview with detail, connected Least scalable Distortion, overview unstable
Quiz Spotfire? TableLens?
Design Exercise