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The DREAM Dataset :
The DREAM Dataset : Supporting a data-driven study of autism spectrum disorder and robot enhanced therapy
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- Billing, Erik, PhD, 1981- (author)
- Högskolan i Skövde,Institutionen för informationsteknologi,Forskningsmiljön Informationsteknologi,Interaction Lab,Univ Skovde, Sweden
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- Belpaeme, Tony (author)
- University of Plymouth, United Kingdom / IDLab - imec, Ghent University, Belgium,Univ Plymouth, England; Univ Ghent, Belgium
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- Cai, Haibin (author)
- University of Portsmouth, United Kingdom,Univ Portsmouth, England
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- Cao, Hoang-Long (author)
- Vrije Universiteit Brussel, Belgium / Flanders Make, Lommel, Belgium,Vrije Univ Brussel, Belgium; Flanders Make, Belgium
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- Ciocan, Anamaria (author)
- Universitatea Babeş-Bolyai, Romania,Univ Babe Bolyai, Romania
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- Costescu, Cristina (author)
- Universitatea Babeş-Bolyai, Romania,Univ Babe Bolyai, Romania
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- David, Daniel (author)
- Universitatea Babeş-Bolyai, Romania,Univ Babe Bolyai, Romania
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- Homewood, Robert (author)
- Högskolan i Skövde,Institutionen för informationsteknologi,Forskningsmiljön Informationsteknologi,Interaction Lab,Univ Skovde, Sweden
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- Hernandez Garcia, Daniel (author)
- University of Plymouth, United Kingdom,Univ Plymouth, England
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- Gomez Esteban, Pablo (author)
- Vrije Universiteit Brussel, Belgium / Flanders Make, Lommel, Belgium,Vrije Univ Brussel, Belgium; Flanders Make, Belgium
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- Liu, Honghai (author)
- Universityof Portsmouth, United Kingdom,Univ Portsmouth, England
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- Nair, Vipul (author)
- Högskolan i Skövde,Institutionen för informationsteknologi,Forskningsmiljön Informationsteknologi,Interaction Lab,Univ Skovde, Sweden
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- Matu, Silviu (author)
- Universitatea Babeş-Bolyai, Romania,Univ Babe Bolyai, Romania
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- Mazel, Alexandre (author)
- SoftBank Robotics, Paris, France,SoftBank Robot, France
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- Selescu, Mihaela (author)
- Universitatea Babeş-Bolyai, Romania,Univ Babe Bolyai, Romania
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- Senft, Emmanuel (author)
- University of Plymouth, United Kingdom,Univ Plymouth, England
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- Thill, Serge (author)
- Högskolan i Skövde,Institutionen för informationsteknologi,Forskningsmiljön Informationsteknologi,Donders Institute for Brain, Cognition, and Behavior, Radboud University, Nijmegen, The Netherlands,Interaction Lab,Univ Skovde, Sweden; Radboud Univ Nijmegen, Netherlands
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- Vanderborght, Bram (author)
- Vrije Universiteit Brussel, Belgium / Flanders Make, Lommel, Belgium,Vrije Univ Brussel, Belgium; Flanders Make, Belgium
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- Vernon, David, 1958- (author)
- Högskolan i Skövde,Institutionen för informationsteknologi,Forskningsmiljön Informationsteknologi,Interaction Lab,Univ Skovde, Sweden
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- Ziemke, Tom, 1969- (author)
- Linköpings universitet,Högskolan i Skövde,Institutionen för informationsteknologi,Forskningsmiljön Informationsteknologi,Linköping University, Sweden,Interaction Lab,Interaktiva och kognitiva system,Tekniska fakulteten,Univ Skovde, Sweden
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(creator_code:org_t)
- 2020-08-21
- 2020
- English.
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In: PLOS ONE. - : Public Library of Science. - 1932-6203. ; 15:8
- Related links:
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https://doi.org/10.1...
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https://his.diva-por... (primary) (Raw object)
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https://urn.kb.se/re...
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Abstract
Subject headings
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- We present a dataset of behavioral data recorded from 61 children diagnosed with Autism Spectrum Disorder (ASD). The data was collected during a large-scale evaluation of Robot Enhanced Therapy (RET). The dataset covers over 3000 therapy sessions and more than 300 hours of therapy. Half of the children interacted with the social robot NAO supervised by a therapist. The other half, constituting a control group, interacted directly with a therapist. Both groups followed the Applied Behavior Analysis (ABA) protocol. Each session was recorded with three RGB cameras and two RGBD (Kinect) cameras, providing detailed information of children’s behavior during therapy. This public release of the dataset comprises body motion, head position and orientation, and eye gaze variables, all specified as 3D data in a joint frame of reference. In addition, metadata including participant age, gender, and autism diagnosis (ADOS) variables are included. We release this data with the hope of supporting further data-driven studies towards improved therapy methods as well as a better understanding of ASD in general.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap -- Människa-datorinteraktion (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences -- Human Computer Interaction (hsv//eng)
- SAMHÄLLSVETENSKAP -- Psykologi -- Tillämpad psykologi (hsv//swe)
- SOCIAL SCIENCES -- Psychology -- Applied Psychology (hsv//eng)
Keyword
- Interaction Lab (ILAB)
- Interaction Lab (ILAB)
Publication and Content Type
- ref (subject category)
- art (subject category)
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PLOS ONE
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To the university's database
- By the author/editor
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Billing, Erik, P ...
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Belpaeme, Tony
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Cai, Haibin
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Cao, Hoang-Long
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Ciocan, Anamaria
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Costescu, Cristi ...
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show more...
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David, Daniel
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Homewood, Robert
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Hernandez Garcia ...
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Gomez Esteban, P ...
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Liu, Honghai
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Nair, Vipul
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Matu, Silviu
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Mazel, Alexandre
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Selescu, Mihaela
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Senft, Emmanuel
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Thill, Serge
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Vanderborght, Br ...
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Vernon, David, 1 ...
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Ziemke, Tom, 196 ...
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- About the subject
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- NATURAL SCIENCES
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NATURAL SCIENCES
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and Computer and Inf ...
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and Human Computer I ...
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- SOCIAL SCIENCES
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SOCIAL SCIENCES
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and Psychology
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and Applied Psycholo ...
- Articles in the publication
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PLOS ONE
- By the university
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University of Skövde
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Linköping University