Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Alhaddad, Ahmad Yaser, Cabibihan, John-John, Bonarini, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
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
_version_ 1783632546817376256
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