Beyond system logging: human logging for evaluating information visualization.
Download as PPTX, PDF1 like456 views
The document discusses using human logging to evaluate information visualization (infovis) systems. It describes logging insights, units of discovery, and "aha!" moments to gain a deeper understanding of how users interact with infovis systems compared to traditional system logging. The document also explores using physiological computing to capture additional metrics like eye tracking, heart rate, brain activity during interaction to provide new perspectives on cognitive load and insights. It acknowledges challenges in stimuli design, analysis, and validation when using these techniques.
Beyond system logging: human logging for evaluating information visualization.
- 1. Human Logging for Evaluating InfoVisNathalie Riche,Microsoft Research
- 2. April 5, 2010nath@microsoft.com2System LoggingAccuracyTimeTasksObservationsInterviewsInsightsHuman Logging
- 3. InsightsUnits of discoveryAha! MomentsAnswers to questions users did not even know they hadApril 5, 2010nath@microsoft.com3
- 4. Investigating Physiological ComputingApril 5, 2010nath@microsoft.com4
- 5. April 5, 2010nath@microsoft.com5© http://events.goldenpalace.com/press/
- 6. April 5, 2010nath@microsoft.com6Eye trackingPupil dilationHeart RateRespirationSkin conductanceMuscle activityBrain activity
- 7. April 5, 2010nath@microsoft.com7Pupil dilationEye tracking
- 8. April 5, 2010nath@microsoft.com8Heart RateRespirationSkin temperatureSkin conductance (GSR)ExcitementStressHigh mental effort
- 9. April 5, 2010nath@microsoft.com9Muscle activityElectroMyoGraphy (EMG)PleasureFrustration
- 10. April 5, 2010nath@microsoft.com10Brain activity© http://whoyoucallingaskeptic.wordpress.com/2008/07/08/esp/
- 11. April 5, 2010nath@microsoft.com11Brain activityElectroEncephaloGram(EEG)functional Near InfraRed (fNIR)Cognitive loadAha! moment
- 12. New perspectiveso Insightso Analysis strategieso Cognitive loadnath@microsoft.comMany Thanks to Desney Tan, Scott Counts, and Ed Cutrell for their insights on the topic!ChallengesStimuli oAnalysis oValidationo
Editor's Notes
- #3: Controlled experiments