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Issue No.03 - July-Sept. (2013 vol.12)
pp: 40-47
Alejandro Moreno , Human Media Interaction, University of Twente
Robby van Delden , Human Media Interaction, University of Twente
Ronald Poppe , Human Media Interaction, University of Twente
Dennis Reidsma , Human Media Interaction, University of Twente
ABSTRACT
Interactive playgrounds are technology-enhanced installations that aim to provide rich game experiences for children by combining the benefits of traditional playgrounds with those of digital games. These game experiences could be attained by addressing three design considerations: context-awareness, adaptability, and personalization. The authors propose using social signal processing (SSP) to enhance current interactive playgrounds to meet these criteria. This article surveys how SSP techniques can help playgrounds automatically sense and interpret children's social interactions, adapt game mechanics to induce targeted social behavior, and learn from the sensed behavior to meet players expectations and desires.
INDEX TERMS
Sensors, Games, Cameras, Ubiquitous computing, Computers, Signal processing, Interactive systems, pervasive computing, interactive playgrounds, social signal processing, children's play, entertainment computing
CITATION
Alejandro Moreno, Robby van Delden, Ronald Poppe, Dennis Reidsma, "Socially Aware Interactive Playgrounds", IEEE Pervasive Computing, vol.12, no. 3, pp. 40-47, July-Sept. 2013, doi:10.1109/MPRV.2013.40
REFERENCES
1. A.D. Pellegrini, The Role of Play in Human Development, Oxford Univ. Press, 2009.
2. J. Soler-Adillon and N. Parés , “, Interactive Slide: An Interactive Playground to Promote Physical Activity and Socialization of Children,” Proc. Int'l Conf. Human Factors in Computing Systems (CHI 09), ACM, 2009 pp. 2407-2416.
3. T. Bekker, E. Hopma, and J. Sturm, “Creating Opportunities for Play: The ­Influence of Multimodal Feedback on Open-Ended Play,” Int'l J. Arts and Technology, vol. 3, no. 4, 2010 pp. 325-340.
4. D. Tetteroo et al., “Design of an Interactive Playground based on Traditional Children's Play,” Proc. Int'l Conf. Intelligent Technologies for Interactive Entertainment (Intetain 11), Springer, 2011 pp. 129-138.
5. B.A.M. Schouten et al., “Computer Analysis of Human Behavior,” Human Behavior Analysis in Ambient Gaming and Playful Interaction, Springer, 2011 pp. 387-403.
6. A. Vinciarelli et al., “Bridging the Gap between Social Animal and Unsocial Machine: A Survey of Social Signal Processing,” IEEE Trans. Affective Computing, vol. 3, no. 1, 2010 pp. 69-87.
7. K.R. Ginsburg, “The Importance of Play in Promoting Healthy Child Development and Maintaining Strong Parent-Child Bonds,” Pediatrics, vol. 119, no. 1, 2007 pp. 182-191.
8. P. Wyeth, J. Summerville, and B. Adkins, “Stomp: An Interactive Platform for People with Intellectual Disabilities,” Proc. Conf. Advances in Computer Entertainment (ACE 11), ACM, 2011 p. 51.
9. H. Ouchi et al., “Detecting and Modeling Play Behavior Using Sensor-Embedded Rock-Climbing Equipment,” Proc. Int'l Conf. Interaction Design and Children (IDC 10), ACM, 2010 pp. 118-127.
10. A. Derakhshan, F. Hammer, and H. Lund, “Adapting Playgrounds for Children's Play Using Ambient Playware,” Proc. Int'l ­Conference Intelligent Robots and Systems (IROS 06), IEEE, 2006 pp. 5625-5630.
11. K. Hendrix et al., “Increasing Children's Social Competence through Games, An Exploratory Study,” Proc. Int'l Conf. Interaction Design and Children (IDC 09), ACM, 2009 pp. 182-185.
12. A. Moreno et al., “An Annotation Scheme for Social Interaction in Digital Playgrounds,” Proc. Int'l Conf. Entertainment Computing (ICEC 12), Springer, 2012 pp. 85-99.
13. G.N. Yannakakis, J. Hallam, and H.H. Lund, “Entertainment Capture through Heart Rate Activity in Physical Interactive Playgrounds,” User Modeling and User-Adapted Interaction, vol. 18, nos. 1–2, 2008 pp. 207-243.
14. Y.-G. Cheong et al., “A Computational Approach towards Conflict Resolution for Serious Games,” Proc. Int'l Conf. ­Foundations of Digital Games (FDG 11), ACM, 2011 pp. 15-22.
15. J. Schell, The Art of Game Design: A Book of Lenses, Morgan Kaufmann, 2008 p. 148.
16. R. Delden, P. Aarts, and B. Dijk, “Design of Tangible Games for Children Undergoing Occupational and Physical Therapy,” Proc. Int'l Conf. Entertainment Computing (ICEC 12), Springer, 2012 pp. 221-234.
17. I. Poggi and F. D'Errico , “Cognitive Modelling of Human Social Signals,” Proc. Int'l Workshop on Social Signal Processing, ACM, 2010 p. 21.
18. L. Riek, and P. Robinson, “Challenges and Opportunities in Building Socially Intelligent Machines,” IEEE Signal Processing Magazine, vol. 28, no. 3, 2011 pp. 146-149.
19. M. Cristani et al., “Human Behavior Analysis in Video Surveillance: A Social Signal Processing Perspective,” Neurocomputing, vol. 100, 2013 pp. 86-97.
20. D. Gatica-Perez , “Automatic Nonverbal Analysis of Social Interaction in Small Groups: A Review,” Image and Vision Computing, vol. 27, no. 12, 2009 pp. 1775-1787.
21. G. Zen et al., “Space Speaks: Towards Socially and Personality Aware Visual Surveillance,” Proc. Int'l Workshopp Multimodal Pervasive Video Analysis (MPVA 10), ACM, 2020 pp. 37-42.
22. R. Birdwhistell, Kinesics and Context: Essays on Body Motion Communication, Univ. of Pennsylvania Press, 1970.
23. E. Hall, The Hidden Dimension, Doubleday, 1966.
24. M. Argyle and J. Dean, “Eye Contact, Distance, and Affiliation,” Sociometry, vol. 28, no. 3, 1965 pp. 289-304.
25. M. Cristani et al., “Towards Computational Proxemics: Inferring Social Relations From Interpersonal Distances,” Proc. Int'l Conf. Social Computing (SocialCom 11), IEEE, 2011 pp. 290-297.
26. A. Kendon, Conducting Interaction: Patterns of Behavior In Focused Encounters, Cambridge Univ. Press, 1990 p. 203.
27. H. Hung and B. Kröse , “Detecting F-Formations as Dominant Sets,” Proc. Int'l Conf. Multimodal Interfaces (ICMI 11), ACM, 2011 p. 231.
28. G. Groh et al., “Detecting Social Situations from Interaction Geometry,” Proc. Int'l Conf. Social Computing (SocialCom 10), IEEE, 2010 pp. 1-8.
29. L. Bazzani et al., “Social Interactions by Visual Focus of Attention in a ­Three-Dimensional Environment,” Expert Systems, vol. 30, no. 2, 2013 pp. 115-127.
30. G. Huisman, “, A Touch of Affect: Mediated Social Touch and Affect,” Proc. Int'l Conf. Multimodal Interaction (ICMI 12), ACM, 2012 pp. 317-320.
31. A. Nijholt, D. Reidsma, and R. Poppe, “Human-Centric Interfaces for Ambient Intelligence,” Games and Entertainment in Ambient Intelligence Environments, Academic Press, 2009 pp. 393– 413.
32. L. Miles, L. Nind, and N. Macrae, “The Rhythm of Rapport: Interpersonal Synchrony and Social Perception,” Experimental Social Psychology, vol. 45, no. 3, 2009 pp. 585-589.
33. M. Pasch et al., “Immersion in Movement-Based Interaction,” Proc. Int'l Conf. Intelligent Technologies for Interactive Entertainment (Intetain 09), Springer, 2009 pp. 169-180.
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