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2017 | OriginalPaper | Chapter

Nurse Bed Care Activity Analysis for Intelligent Training Service

Authors : Xiaorui Qiao, Junki Nakagawa, Koshiro Yanai, Junko Yasuda, Wen Wen, Atsushi Yamashita, Hajime Asama

Published in: Serviceology for Smart Service System

Publisher: Springer Japan

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Abstract

Bed care skills are highly demanded in an elderly society. Therefore, intelligent training service begins to appear for automatically transferring a skill. In this paper, we proposed a bed care activity analysis framework containing three entities: nurse, patient, and environment. Nurse activity was represented by actions with patient or environment. These interactions were recognized by body part gesture and represented by agent-motion-target type in linguistics. The bed care task-patient repositioning carried out in motion capture system was analyzed by the proposed framework and represented by linguistic description. Thus, activity was automatically observed in the training service.

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Literature
1.
go back to reference Huang, Z., Nagata, A., Kanai-Pak, M., Maeda, J., Kitajima, Y., Nakamura, M., Aida, K., Kuwahara, N., Ogata, T., Ota, J., 2014, Self-Help Training System for Nursing Students to Learn Patient Transfer Skills. Learning Technologies, IEEE Transactions on 7, 319–332. Huang, Z., Nagata, A., Kanai-Pak, M., Maeda, J., Kitajima, Y., Nakamura, M., Aida, K., Kuwahara, N., Ogata, T., Ota, J., 2014, Self-Help Training System for Nursing Students to Learn Patient Transfer Skills. Learning Technologies, IEEE Transactions on 7, 319–332.
2.
go back to reference Stalmeijer, R.E., Dolmans, D.H.J.M., Wolfhagen, I.H.A.P., Scherpbier, A.J.J.A., 2009. Cognitive apprenticeship in clinical practice: can it stimulate learning in the opinion of students? Adv Health Sci Educ Theory Pract 14, 535–546. Stalmeijer, R.E., Dolmans, D.H.J.M., Wolfhagen, I.H.A.P., Scherpbier, A.J.J.A., 2009. Cognitive apprenticeship in clinical practice: can it stimulate learning in the opinion of students? Adv Health Sci Educ Theory Pract 14, 535–546.
3.
go back to reference Wu, P.H., Hwang, G.J., Su, L.H., Huang, Y.M., 2012. A Context-Aware Mobile Learning System for Supporting Cognitive Apprenticeships in Nursing Skills Training. Educational Technology & Society,15,1, 223–236. Wu, P.H., Hwang, G.J., Su, L.H., Huang, Y.M., 2012. A Context-Aware Mobile Learning System for Supporting Cognitive Apprenticeships in Nursing Skills Training. Educational Technology & Society,15,1, 223–236.
4.
go back to reference Nakagawa, J., An, Q. Ishikawa, Y., Yanai, K., Wen, W., Yamakawa, H.,Yasuda, J., Yamashita, A., Asama, H., 2014, Extraction and Evaluation of Proficiency in Bed Care Motion for Education Service of Nursing Skill, ICserv, 064,1–6. Nakagawa, J., An, Q. Ishikawa, Y., Yanai, K., Wen, W., Yamakawa, H.,Yasuda, J., Yamashita, A., Asama, H., 2014, Extraction and Evaluation of Proficiency in Bed Care Motion for Education Service of Nursing Skill, ICserv, 064,1–6.
5.
go back to reference Aguirre, A., Lozano-Rodero, A., Matey, L.M., Villamane, M., Ferrero, B., 2014. A Novel Approach to Diagnosing Motor Skills. Learning Technologies, IEEE Transactions on 7, 304–318. Aguirre, A., Lozano-Rodero, A., Matey, L.M., Villamane, M., Ferrero, B., 2014. A Novel Approach to Diagnosing Motor Skills. Learning Technologies, IEEE Transactions on 7, 304–318.
6.
go back to reference Nelson, A., Baptiste, A., 2004. Evidence-based practices for safe patient handling and movement. Online Journal of Issues in Nursing. Nelson, A., Baptiste, A., 2004. Evidence-based practices for safe patient handling and movement. Online Journal of Issues in Nursing.
7.
go back to reference Park, S., Aggarwal, J.K., 2004. Semantic-level Understanding of Human Actions and Interactions using Event Hierarchy. Computer Vision and Pattern Recognition Workshops, 1–9. Park, S., Aggarwal, J.K., 2004. Semantic-level Understanding of Human Actions and Interactions using Event Hierarchy. Computer Vision and Pattern Recognition Workshops, 1–9.
8.
go back to reference Sarkar,A., and Tripasai, W., 2002, Learning verb argument structure from minimally annotated corpora. In proceeding of COLING, Taiwan. Sarkar,A., and Tripasai, W., 2002, Learning verb argument structure from minimally annotated corpora. In proceeding of COLING, Taiwan.
Metadata
Title
Nurse Bed Care Activity Analysis for Intelligent Training Service
Authors
Xiaorui Qiao
Junki Nakagawa
Koshiro Yanai
Junko Yasuda
Wen Wen
Atsushi Yamashita
Hajime Asama
Copyright Year
2017
Publisher
Springer Japan
DOI
https://doi.org/10.1007/978-4-431-56074-6_18

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