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Nurse Bed Care Activity Analysis for Intelligent Training Service

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Book cover Serviceology for Smart Service System (ICServ 2015)

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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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References

  1. 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.

    Google Scholar 

  2. 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.

    Google Scholar 

  3. 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.

    Google Scholar 

  4. 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.

    Google Scholar 

  5. 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.

    Google Scholar 

  6. Nelson, A., Baptiste, A., 2004. Evidence-based practices for safe patient handling and movement. Online Journal of Issues in Nursing.

    Google Scholar 

  7. 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.

    Google Scholar 

  8. Sarkar,A., and Tripasai, W., 2002, Learning verb argument structure from minimally annotated corpora. In proceeding of COLING, Taiwan.

    Google Scholar 

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Acknowledgment

This work was in part supported by JST RISTEX Service Science, Solutions and Foundation Integrated Research Program, and the MEXT KAKENHI, Grant-in-Aid for Scientific Research (B) 24300198.

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Correspondence to Xiaorui Qiao .

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© 2017 Springer Japan

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Qiao, X. et al. (2017). Nurse Bed Care Activity Analysis for Intelligent Training Service. In: Sawatani, Y., Spohrer, J., Kwan, S., Takenaka, T. (eds) Serviceology for Smart Service System. ICServ 2015. Springer, Tokyo. https://doi.org/10.1007/978-4-431-56074-6_18

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  • DOI: https://doi.org/10.1007/978-4-431-56074-6_18

  • Publisher Name: Springer, Tokyo

  • Print ISBN: 978-4-431-56072-2

  • Online ISBN: 978-4-431-56074-6

  • eBook Packages: EngineeringEngineering (R0)

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