Affective Ludology: Affective Measurement of User Experience in Games

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Keynote from GameDays 2010: Serious Games for Sports and Health. Digital games provide the most engaging interactive experiences. You will be able to take away 3 methods for measuring user experience in games from this talk. First, the objective assessment of physiological user responses together with automated event-logging techniques, so called game metrics, will show how to collect player- and game-related variables for a comprehensive understanding of their interaction. Second, using psychometric questionnaires willallow a reliable assessment of players' subjective emotion and cognition during gameplay. Third, the combination of the two approaches allows cross-correlations to be made about gameplay experience with focus on human-machine interaction.

Entretenimiento y humor

http://www.youtube.com/watch?v=PpdIXxkWq8s

http://www.youtube.com/watch?v=SkQbMKc58Nc

High

Anxiety
Challenge

Apathy Boredom

Low
Low Skills High

http://www.youtube.com/watch?v=tOtD5n_VDKs

~ $120

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Frontal (F)

Temporal (T)
Central (C)

Parietal (P)

Occipital (O)

Effects of Game Design
4
Boredom Level
Immersion Level
Flow Level

3

25 Students (M = 23y)
1 × 3 IV (Level Design): 2

Boredom, Immersion, Flow
1
EMG, EDA, & GEQ

0
Immersion Tension Competence Flow Negative Positive Challenge
Affect Affect
Mean EDA [log (µS) ]
Electromyographic (EMG) Activity per Level (ln[µV]) 0.95 0.95
.93

2.15 Boredom Level 2.15 Immersion Level 2.15 Flow Level
2.10 2.10 2.10
2.05 2.05 2.05 0.90 .90 0.90
.89
2.00 2.00 2.00
1.95 1.95 1.95

0.85 0.85
EMG OO EMG CS EMG ZM EMG OO EMG CS EMG ZM EMG OO EMG CS EMG ZM
Boring Flow Immersion
Level Level Level
Level Design Condition

Nacke, L. E., & Lindley, C. A. (2009). Affective Ludology, Flow and Immersion in a First- Person Shooter:
Measurement of Player Experience. Loading 3(5), journals.sfu.ca/loading/index.php/loading/article/view/72

Dr. Lennart Nacke

University of Saskatchewan
Department of Computer Science
Lennart.Nacke@acm.org
Consult me at: http://www.acagamic.com
Visit our research group: http://hci.usask.ca

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Affective Ludology: Affective Measurement of User Experience in Games

8. http://www.youtube.com/watch?v=PpdIXxkWq8s

10. http://www.youtube.com/watch?v=SkQbMKc58Nc

11.

12. High Anxiety Challenge Apathy Boredom Low Low Skills High

13.

14. http://www.youtube.com/watch?v=tOtD5n_VDKs

15.

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21.

22. Eye Tracking

23. ~ $120 www.emotiv.com www.tobii.com www.emsense.com www.brainproducts.com www.wilddivine.com

24.

25.

26. Frontal (F) Temporal (T) Central (C) Parietal (P) Occipital (O)

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36. Effects of Game Design 4 Boredom Level Immersion Level Flow Level 3 25 Students (M = 23y) 1 × 3 IV (Level Design): 2 Boredom, Immersion, Flow 1 EMG, EDA, & GEQ 0 Immersion Tension Competence Flow Negative Positive Challenge Affect Affect Mean EDA [log (µS) ] Electromyographic (EMG) Activity per Level (ln[µV]) 0.95 0.95 .93 2.15 Boredom Level 2.15 Immersion Level 2.15 Flow Level 2.10 2.10 2.10 2.05 2.05 2.05 0.90 .90 0.90 .89 2.00 2.00 2.00 1.95 1.95 1.95 0.85 0.85 EMG OO EMG CS EMG ZM EMG OO EMG CS EMG ZM EMG OO EMG CS EMG ZM Boring Flow Immersion Level Level Level Level Design Condition Nacke, L. E., & Lindley, C. A. (2009). Affective Ludology, Flow and Immersion in a First- Person Shooter: Measurement of Player Experience. Loading 3(5), journals.sfu.ca/loading/index.php/loading/article/view/72

37. Does he ever stop?

38.

39. http://phd.acagamic.com

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41.

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43.

44. Dr. Lennart Nacke University of Saskatchewan Department of Computer Science Lennart.Nacke@acm.org Consult me at: http://www.acagamic.com Visit our research group: http://hci.usask.ca

Affective Ludology: Affective Measurement of User Experience in Games

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Affective Ludology: Affective Measurement of User Experience in Games