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2017 | OriginalPaper | Buchkapitel

Toward Sentiment Analysis in Elderly Care Facility

verfasst von : Ken Fukuda, Satoshi Nishimura, Huizhi Liang, Takuichi Nishimura

Erschienen in: New Frontiers in Artificial Intelligence

Verlag: Springer International Publishing

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Abstract

Hand-over notes are extremely important to share information about irregular incidents at elderly care facilities and provide high-quality services. However, taking notes is a time-consuming task. Moreover, handwritten hand-over notes make it difficult to pass on experience and related know-how to other workers. To curate that field community intelligence, a handover support system for elderly care facilities was installed into a facility and evaluated. The system is now in actual operation at the care facility. The authors aim to use handover support system as a communication tool that sense the feelings of the care workers and supports them to maintain motivation and cultivate self-directedness. To realize this aim, this paper reports the results of hand-over data analysis and comparison with traditional paper-based hand-over notes. Furthermore, the authors explored the possibility of applying sentiment analysis technology to hand-over messages to sense the atmosphere of their working environment.

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Literatur
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Zurück zum Zitat Fukuda, K., Hamasaki, M., Fukuhara, T., Fujii, R., Horita, M., Nishimura, T.: Preliminary result of hand-over text mining in care facilities. In: IEICE-NLC2014-20, vol. IEICE-114, no. 211, pp. 11–16 (2014) Fukuda, K., Hamasaki, M., Fukuhara, T., Fujii, R., Horita, M., Nishimura, T.: Preliminary result of hand-over text mining in care facilities. In: IEICE-NLC2014-20, vol. IEICE-114, no. 211, pp. 11–16 (2014)
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Metadaten
Titel
Toward Sentiment Analysis in Elderly Care Facility
verfasst von
Ken Fukuda
Satoshi Nishimura
Huizhi Liang
Takuichi Nishimura
Copyright-Jahr
2017
DOI
https://doi.org/10.1007/978-3-319-61572-1_10

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