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Datasets for recognition of aggressive interactions of children toward robotic toys
The data is related to unwanted interactions between a person and a small robotic toy based on acceleration sensor embedded within the robotic toy. Three toys were considered namely, a stuffed panda, a stuffed robot, and an excavator. Each toy was embedded with an accelerometer to record the interac...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7786023/ https://www.ncbi.nlm.nih.gov/pubmed/33437854 http://dx.doi.org/10.1016/j.dib.2020.106697 |
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author | Alhaddad, Ahmad Yaser Cabibihan, John-John Bonarini, Andrea |
author_facet | Alhaddad, Ahmad Yaser Cabibihan, John-John Bonarini, Andrea |
author_sort | Alhaddad, Ahmad Yaser |
collection | PubMed |
description | The data is related to unwanted interactions between a person and a small robotic toy based on acceleration sensor embedded within the robotic toy. Three toys were considered namely, a stuffed panda, a stuffed robot, and an excavator. Each toy was embedded with an accelerometer to record the interactions. Five different unwanted interactions were performed by adult participants and children. The considered interactions were hit, shake, throw, pickup, drop, and idle for the no interaction case. The collected data contains the magnitude of the resultant acceleration from the interactions. The data was processed by extracting the instances of interactions. A secondary dataset was created from the original one by creating artificial sequences. This data article contains the processed data that can be used to explore different machine learning models and techniques in classifying such interactions. Online repository contains the files: https://doi.org/10.7910/DVN/FHOO0Q. |
format | Online Article Text |
id | pubmed-7786023 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-77860232021-01-11 Datasets for recognition of aggressive interactions of children toward robotic toys Alhaddad, Ahmad Yaser Cabibihan, John-John Bonarini, Andrea Data Brief Data Article The data is related to unwanted interactions between a person and a small robotic toy based on acceleration sensor embedded within the robotic toy. Three toys were considered namely, a stuffed panda, a stuffed robot, and an excavator. Each toy was embedded with an accelerometer to record the interactions. Five different unwanted interactions were performed by adult participants and children. The considered interactions were hit, shake, throw, pickup, drop, and idle for the no interaction case. The collected data contains the magnitude of the resultant acceleration from the interactions. The data was processed by extracting the instances of interactions. A secondary dataset was created from the original one by creating artificial sequences. This data article contains the processed data that can be used to explore different machine learning models and techniques in classifying such interactions. Online repository contains the files: https://doi.org/10.7910/DVN/FHOO0Q. Elsevier 2020-12-26 /pmc/articles/PMC7786023/ /pubmed/33437854 http://dx.doi.org/10.1016/j.dib.2020.106697 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by/4.0/ This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Data Article Alhaddad, Ahmad Yaser Cabibihan, John-John Bonarini, Andrea Datasets for recognition of aggressive interactions of children toward robotic toys |
title | Datasets for recognition of aggressive interactions of children toward robotic toys |
title_full | Datasets for recognition of aggressive interactions of children toward robotic toys |
title_fullStr | Datasets for recognition of aggressive interactions of children toward robotic toys |
title_full_unstemmed | Datasets for recognition of aggressive interactions of children toward robotic toys |
title_short | Datasets for recognition of aggressive interactions of children toward robotic toys |
title_sort | datasets for recognition of aggressive interactions of children toward robotic toys |
topic | Data Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7786023/ https://www.ncbi.nlm.nih.gov/pubmed/33437854 http://dx.doi.org/10.1016/j.dib.2020.106697 |
work_keys_str_mv | AT alhaddadahmadyaser datasetsforrecognitionofaggressiveinteractionsofchildrentowardrobotictoys AT cabibihanjohnjohn datasetsforrecognitionofaggressiveinteractionsofchildrentowardrobotictoys AT bonariniandrea datasetsforrecognitionofaggressiveinteractionsofchildrentowardrobotictoys |