Socially Aware Interactive Playgrounds

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.

[1]  E. Hall,et al.  The Hidden Dimension , 1970 .

[2]  Henrik Hautop Lund,et al.  Adapting Playgrounds for Children's Play using Ambient Playware , 2006, 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems.

[3]  R. Birdwhistell Kinesics and Context: Essays on Body Motion Communication , 1971 .

[4]  Anton Nijholt,et al.  Immersion in Movement-Based Interaction , 2009, INTETAIN.

[5]  Robby van Delden,et al.  Design of Tangible Games for Children Undergoing Occupational and Physical Therapy , 2012, ICEC.

[6]  Hiroshi Mizoguchi,et al.  Detecting and modeling play behavior using sensor-embedded rock-climbing equipment , 2010, IDC.

[7]  Narcís Parés,et al.  Interactive slide: an interactive playground to promote physical activity and socialization of children , 2009, CHI Extended Abstracts.

[8]  Juan Carlos Augusto,et al.  Human-Centric Interfaces for Ambient Intelligence , 2009 .

[9]  Albert Ali Salah,et al.  Computer Analysis of Human Behavior , 2011 .

[10]  Georgios N. Yannakakis,et al.  Entertainment capture through heart rate activity in physical interactive playgrounds , 2008, User Modeling and User-Adapted Interaction.

[11]  Georg Groh,et al.  Detecting Social Situations from Interaction Geometry , 2010, 2010 IEEE Second International Conference on Social Computing.

[12]  Peter Robinson,et al.  Challenges and Opportunities in Building Socially Intelligent Machines [Social Sciences] , 2011, IEEE Signal Processing Magazine.

[13]  Gijs Huisman,et al.  A touch of affect: mediated social touch and affect , 2012, ICMI '12.

[14]  Alessio Del Bue,et al.  Human behavior analysis in video surveillance: A Social Signal Processing perspective , 2013, Neurocomputing.

[15]  Peter Robinson,et al.  Challenges and Opportunities in Building Socially Intelligent Machines , 2011 .

[16]  Anton Nijholt,et al.  Design of an Interactive Playground Based on Traditional Children's Play , 2012, INTETAIN.

[17]  Dirk Heylen,et al.  Bridging the Gap between Social Animal and Unsocial Machine: A Survey of Social Signal Processing , 2012, IEEE Transactions on Affective Computing.

[18]  K. Ginsburg The Importance of Play in Promoting Healthy Child Development and Maintaining Strong Parent-Child Bonds , 2007, Pediatrics.

[19]  A. Kendon Conducting Interaction: Patterns of Behavior in Focused Encounters , 1990 .

[20]  Peta Wyeth,et al.  Stomp: an interactive platform for people with intellectual disabilities , 2011, Advances in Computer Entertainment Technology.

[21]  Daniel Gatica-Perez,et al.  Automatic nonverbal analysis of social interaction in small groups: A review , 2009, Image Vis. Comput..

[22]  Ana Paiva,et al.  A computational approach towards conflict resolution for serious games , 2011, FDG.

[23]  Anton Nijholt,et al.  Advances in Computer Entertainment , 2013, Lecture Notes in Computer Science.

[24]  Rob Tieben,et al.  Human Behavior Analysis in Ambient Gaming and Playful Interaction , 2011, Computer Analysis of Human Behavior.

[25]  Robby van Delden,et al.  An Annotation Scheme for Social Interaction in Digital Playgrounds , 2012, ICEC.

[26]  Isabella Poggi,et al.  Cognitive modelling of human social signals , 2010, SSPW '10.

[27]  Vittorio Murino,et al.  Towards Computational Proxemics: Inferring Social Relations from Interpersonal Distances , 2011, 2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing.

[28]  Elisa Ricci,et al.  Space speaks: towards socially and personality aware visual surveillance , 2010, MPVA '10.

[29]  M. Argyle,et al.  EYE-CONTACT, DISTANCE AND AFFILIATION. , 1965, Sociometry.

[30]  C. Macrae,et al.  The rhythm of rapport: Interpersonal synchrony and social perception , 2009 .

[31]  Vittorio Murino,et al.  Social interactions by visual focus of attention in a three‐dimensional environment , 2013, Expert Syst. J. Knowl. Eng..

[32]  Panos Markopoulos,et al.  Increasing children's social competence through games, an exploratory study , 2009, IDC.

[33]  Janienke Sturm,et al.  Creating opportunities for play: the influence of multimodal feedback on open-ended play , 2010, Int. J. Arts Technol..

[34]  Ben J. A. Kröse,et al.  Detecting F-formations as dominant sets , 2011, ICMI '11.

[35]  Anthony D. Pellegrini,et al.  The Role of Play in Human Development , 2009 .

[36]  Jesse Schell,et al.  The Art of Game Design: A book of lenses , 2019 .