Capturing play activities of young children to detect autism red flags

Mariasole Bondioli; Stefano Chessa; Antonio Narzisi; Susanna Pelagatti; Dario Piotrowicz

doi:10.1007/978-3-030-24097-4_9

Capturing play activities of young children to detect autism red flags

Mariasole Bondioli, Stefano Chessa, Antonio Narzisi, Susanna Pelagatti, Dario Piotrowicz

Fondazione Stella Maris

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Abstract

The use of IoT devices to monitor activities of users is an established methodology in e-health and ambient assisted living, even if its adoption is still limited to a few, albeit popular, applications. We propose its adoption also in a niche application, namely the observation of young children during their games, which is a common test performed by specialists to diagnose autistic spectrum disorders in an early stage. Specifically, we describe an IoT system that employs miniaturized sensors and data fusion algorithms based on machine learning to identify automatically the movements applied to the toys by the children, and we propose a protocol for its use in the forthcoming pilot experiments.

Original language	English
Title of host publication	Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence
Editors	Paulo Novais, Davide Carneiro, Jaime Lloret, Pablo Chamoso, Elena Navarro, Sigeru Omatu
Publisher	Springer Verlag
Pages	71-79
Number of pages	9
ISBN (Print)	9783030240967
DOIs	https://doi.org/10.1007/978-3-030-24097-4_9
Publication status	Published - Jan 1 2020
Event	10th International Symposium on Ambient Intelligence, ISAmI 2019 - Ávila, Spain Duration: Jun 26 2019 → Jun 28 2019

Publication series

Name	Advances in Intelligent Systems and Computing
Volume	1006
ISSN (Print)	2194-5357
ISSN (Electronic)	2194-5365

Conference

Conference	10th International Symposium on Ambient Intelligence, ISAmI 2019
Country	Spain
City	Ávila
Period	6/26/19 → 6/28/19

Keywords

Autism
Early diagnosis
IoT
Neural network

ASJC Scopus subject areas

Control and Systems Engineering
Computer Science(all)

Access to Document

10.1007/978-3-030-24097-4_9

Fingerprint Dive into the research topics of 'Capturing play activities of young children to detect autism red flags'. Together they form a unique fingerprint.

Cite this

Bondioli, M., Chessa, S., Narzisi, A., Pelagatti, S., & Piotrowicz, D. (2020). Capturing play activities of young children to detect autism red flags. In P. Novais, D. Carneiro, J. Lloret, P. Chamoso, E. Navarro, & S. Omatu (Eds.), Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence (pp. 71-79). (Advances in Intelligent Systems and Computing; Vol. 1006). Springer Verlag. https://doi.org/10.1007/978-3-030-24097-4_9

Capturing play activities of young children to detect autism red flags. / Bondioli, Mariasole; Chessa, Stefano; Narzisi, Antonio; Pelagatti, Susanna; Piotrowicz, Dario.

Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence. ed. / Paulo Novais; Davide Carneiro; Jaime Lloret; Pablo Chamoso; Elena Navarro; Sigeru Omatu. Springer Verlag, 2020. p. 71-79 (Advances in Intelligent Systems and Computing; Vol. 1006).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Bondioli, M, Chessa, S, Narzisi, A, Pelagatti, S & Piotrowicz, D 2020, Capturing play activities of young children to detect autism red flags. in P Novais, D Carneiro, J Lloret, P Chamoso, E Navarro & S Omatu (eds), Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence. Advances in Intelligent Systems and Computing, vol. 1006, Springer Verlag, pp. 71-79, 10th International Symposium on Ambient Intelligence, ISAmI 2019, Ávila, Spain, 6/26/19. https://doi.org/10.1007/978-3-030-24097-4_9

Bondioli M, Chessa S, Narzisi A, Pelagatti S, Piotrowicz D. Capturing play activities of young children to detect autism red flags. In Novais P, Carneiro D, Lloret J, Chamoso P, Navarro E, Omatu S, editors, Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence. Springer Verlag. 2020. p. 71-79. (Advances in Intelligent Systems and Computing). https://doi.org/10.1007/978-3-030-24097-4_9

Bondioli, Mariasole ; Chessa, Stefano ; Narzisi, Antonio ; Pelagatti, Susanna ; Piotrowicz, Dario. / Capturing play activities of young children to detect autism red flags. Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence. editor / Paulo Novais ; Davide Carneiro ; Jaime Lloret ; Pablo Chamoso ; Elena Navarro ; Sigeru Omatu. Springer Verlag, 2020. pp. 71-79 (Advances in Intelligent Systems and Computing).

@inproceedings{077e2a77366044aea02b58fe0e975955,

title = "Capturing play activities of young children to detect autism red flags",

abstract = "The use of IoT devices to monitor activities of users is an established methodology in e-health and ambient assisted living, even if its adoption is still limited to a few, albeit popular, applications. We propose its adoption also in a niche application, namely the observation of young children during their games, which is a common test performed by specialists to diagnose autistic spectrum disorders in an early stage. Specifically, we describe an IoT system that employs miniaturized sensors and data fusion algorithms based on machine learning to identify automatically the movements applied to the toys by the children, and we propose a protocol for its use in the forthcoming pilot experiments.",

keywords = "Autism, Early diagnosis, IoT, Neural network",

author = "Mariasole Bondioli and Stefano Chessa and Antonio Narzisi and Susanna Pelagatti and Dario Piotrowicz",

year = "2020",

month = jan,

day = "1",

doi = "10.1007/978-3-030-24097-4_9",

language = "English",

isbn = "9783030240967",

series = "Advances in Intelligent Systems and Computing",

publisher = "Springer Verlag",

pages = "71--79",

editor = "Paulo Novais and Davide Carneiro and Jaime Lloret and Pablo Chamoso and Elena Navarro and Sigeru Omatu",

booktitle = "Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence",

address = "Germany",

note = "10th International Symposium on Ambient Intelligence, ISAmI 2019 ; Conference date: 26-06-2019 Through 28-06-2019",

}

TY - GEN

T1 - Capturing play activities of young children to detect autism red flags

AU - Bondioli, Mariasole

AU - Chessa, Stefano

AU - Narzisi, Antonio

AU - Pelagatti, Susanna

AU - Piotrowicz, Dario

PY - 2020/1/1

Y1 - 2020/1/1

N2 - The use of IoT devices to monitor activities of users is an established methodology in e-health and ambient assisted living, even if its adoption is still limited to a few, albeit popular, applications. We propose its adoption also in a niche application, namely the observation of young children during their games, which is a common test performed by specialists to diagnose autistic spectrum disorders in an early stage. Specifically, we describe an IoT system that employs miniaturized sensors and data fusion algorithms based on machine learning to identify automatically the movements applied to the toys by the children, and we propose a protocol for its use in the forthcoming pilot experiments.

AB - The use of IoT devices to monitor activities of users is an established methodology in e-health and ambient assisted living, even if its adoption is still limited to a few, albeit popular, applications. We propose its adoption also in a niche application, namely the observation of young children during their games, which is a common test performed by specialists to diagnose autistic spectrum disorders in an early stage. Specifically, we describe an IoT system that employs miniaturized sensors and data fusion algorithms based on machine learning to identify automatically the movements applied to the toys by the children, and we propose a protocol for its use in the forthcoming pilot experiments.

KW - Autism

KW - Early diagnosis

KW - IoT

KW - Neural network

UR - http://www.scopus.com/inward/record.url?scp=85068621094&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85068621094&partnerID=8YFLogxK

U2 - 10.1007/978-3-030-24097-4_9

DO - 10.1007/978-3-030-24097-4_9

M3 - Conference contribution

AN - SCOPUS:85068621094

SN - 9783030240967

T3 - Advances in Intelligent Systems and Computing

SP - 71

EP - 79

BT - Ambient Intelligence – Software and Applications –,10th International Symposium on Ambient Intelligence

A2 - Novais, Paulo

A2 - Carneiro, Davide

A2 - Lloret, Jaime

A2 - Chamoso, Pablo

A2 - Navarro, Elena

A2 - Omatu, Sigeru

PB - Springer Verlag

T2 - 10th International Symposium on Ambient Intelligence, ISAmI 2019

Y2 - 26 June 2019 through 28 June 2019

ER -