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Human Movement Data...
Human Movement Datasets : An Interdisciplinary Scoping Review
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- Olugbade, Temitayo (author)
- UCL, Gower St, London WC1E 6BT, England.
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- Bienkiewicz, Marta (author)
- Univ Montpellier IMT Mines Ales, EuroMov Digital Hlth Mot, Montpellier, France.
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- Barbareschi, Giulia (author)
- UCL, Gower St, London WC1E 6BT, England.
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- D'amato, Vincenzo (author)
- Univ Genoa, Genoa, Italy.
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- Oneto, Luca (author)
- Univ Genoa, Genoa, Italy.
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- Camurri, Antonio (author)
- Univ Genoa, Genoa, Italy.
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- Holloway, Catherine (author)
- UCL, Gower St, London WC1E 6BT, England.
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- Björkman, Mårten, 1970- (author)
- KTH,Robotik, perception och lärande, RPL
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- Keller, Peter (author)
- Western Sydney Univ, Sydney, NSW, Australia.
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- Clayton, Martin (author)
- Univ Durham, Durham, England.
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- Williams, Amanda C. De C. (author)
- UCL, Gower St, London WC1E 6BT, England.
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- Gold, Nicolas (author)
- UCL, Gower St, London WC1E 6BT, England.
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- Becchio, Cristina (author)
- Univ Med Ctr Hamburg Eppendorf, Germany & Italian Inst Technol, Dept Neurol, Genoa, Italy.
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- Bardy, Benoit (author)
- Univ Montpellier IMT Mines Ales, EuroMov Digital Hlth Mot, Montpellier, France.
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- Bianchi-Berthouze, Nadia (author)
- UCL, Gower St, London WC1E 6BT, England.
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UCL, Gower St, London WC1E 6BT, England Univ Montpellier IMT Mines Ales, EuroMov Digital Hlth Mot, Montpellier, France. (creator_code:org_t)
- 2022-12-07
- 2023
- English.
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In: ACM Computing Surveys. - : Association for Computing Machinery (ACM). - 0360-0300 .- 1557-7341. ; 55:6
- Related links:
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https://urn.kb.se/re...
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https://doi.org/10.1...
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Abstract
Subject headings
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- Movement dataset reviews exist but are limited in coverage, both in terms of size and research discipline. While topic-specific reviews clearly have their merit, it is critical to have a comprehensive overview based on a systematic survey across disciplines. This enables higher visibility of datasets available to the research communities and can foster interdisciplinary collaborations. We present a catalogue of 704 open datasets described by 10 variables that can be valuable to researchers searching for secondary data: name and reference, creation purpose, data type, annotations, source, population groups, ordinal size of people captured simultaneously, URL, motion capture sensor, and funders. The catalogue is available in the supplementary materials. We provide an analysis of the datasets and further review them under the themes of human diversity, ecological validity, and data recorded. The resulting 12-dimension framework can guide researchers in planning the creation of open movement datasets. This work has been the interdisciplinary effort of researchers across affective computing, clinical psychology, disability innovation, ethnomusicology, human-computer interaction, machine learning, music cognition, music computing, and movement neuroscience.
Subject headings
- NATURVETENSKAP -- Data- och informationsvetenskap (hsv//swe)
- NATURAL SCIENCES -- Computer and Information Sciences (hsv//eng)
Keyword
- Action
- databases
- datasets
- human movement
- movement
- review
- survey
Publication and Content Type
- ref (subject category)
- for (subject category)
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- By the author/editor
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Olugbade, Temita ...
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Bienkiewicz, Mar ...
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Barbareschi, Giu ...
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D'amato, Vincenz ...
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Oneto, Luca
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Camurri, Antonio
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show more...
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Holloway, Cather ...
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Björkman, Mårten ...
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Keller, Peter
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Clayton, Martin
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Williams, Amanda ...
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Gold, Nicolas
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Becchio, Cristin ...
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Bardy, Benoit
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Bianchi-Berthouz ...
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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 ...
- Articles in the publication
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ACM Computing Su ...
- By the university
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Royal Institute of Technology