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Rule-Based Inquiry Service to Elderly at Home for Efficient Mind Sensing

Published: 22 February 2020 Publication History

Abstract

To support in-home long-term care, we are studying techniques of Mind Sensing, which externalizes internal states of elderly people as words through conversations with agents or robots. We have previously developed a prototype system of Mind Sensing, integrated with an activity recognition system and an LINE chatbot. However, the system was tightly coupled with the fixed systems, it was difficult to add or change the setting of questions from the chatbot to individual elderly people.
In this paper, we propose the Mind Sensing Service, which allows a service operator to define and manage the questions flexibly, and to automate the delivery of the questions and the collection of the answers. The proposed service consist of two elements: actions and rules. An action defines the contents of specific questions such as what message is sent to which elderly people. A rule defines the conditions on when, where, and by what event, in order to execute the action. The proposed service makes it possible to implement more systematic and flexible Mind Sensing.

References

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Giuseppe Di Cesare, Cinzia Di Dio, Massimo Marchi, and Giacomo Rizzolatti. 2015. Expressing our internal states and understanding those of others. Proceedings of the National Academy of Sciences 112, 33 (2015), 10331--10335. https://doi.org/10.1073/pnas.1512133112
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Government of Japan. 2018. Annual Report on the Aging Society (2018). http://www.cao.go.jp/.
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Jennifer R Kwapisz, Gary M Weiss, and Samuel A Moore. 2011. Activity recognition using cell phone accelerometers. ACM SigKDD Explorations Newsletter 12, 2 (2011), 74--82.
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Haruhisa Maeda, Sachio Saiki, Masahide Nakamura, and Kiyoshi Yasuda. 2019. Memory Aid Service Using Mind Sensing and Daily Retrospective by Virtual Agent. In 10th International Conference, DHM 2019, Held as Part of the 21st HCI International Conference, HCII 2019, Vol. LNCS 11582. Springer, 353--364.
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Masahide Nakamura, Kenji Hatano, Jun Miyazaki, Kiyoshi Yasuda, Noriaki Kuwahara, Hiroaki Kazui, Sachio Saiki, Seiki Tokunaga, Mihoko Otake, Naoki Kodama, and Naoko Kosugi. 2019. Developing a System for Self-care and Mutual-aids of Elderly People at Home Based on Externalization of Internal States. JSPS KAKENHI, Grant-in-Aid for Scientific Research (A) 19H01138 (2019).
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Shota Nakatani, Sachio Saiki, Masahide Nakamura, and Kiyoshi Yasuda. 2018. Generating Personalized Virtual Agent in Speech Dialogue System for People with Dementia. In Digital Human Modeling 2018 (DHM 2018), Held as Part of HCI International 2018, Vol. LNCS 10917. Springer, 326--337. Las Vegas, USA.
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Long Niu, Sachio Saiki, and Masahide Nakamura. 2018. Using Non-Intrusive Environmental Sensing for ADLS Recognition in One-Person Household. International Journal of Software Innovation (IJSI) 6, 4 (August 2018), 16--29.
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Kazunari Tamamizu, Seiji Sakakibara, Sachio Saiki, Masahide Nakamura, and Kiyoshi Yasuda. 2018. Machine Learning Approach to Recognizing Indoor Activities based on Detection of Envi-ronmental Change. In 11th World conference of Gerontechnology (ISG2018), Vol. 17. 118s. St. Petersburg, USA.
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Zhihua Wang, Zhaochu Yang, and Tao Dong. 2017. A Review of Wearable Technologies for Elderly Care that Can Accurately Track Indoor Position, Recognize Physical Activities and Monitor Vital Signs in Real Time. Sensors 17, 2 (2017). https://doi.org/10.3390/s17020341

Cited By

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  • (2022)Assisting Personalized Healthcare of Elderly People: Developing a Rule-Based Virtual Caregiver System Using Mobile ChatbotSensors10.3390/s2210382922:10(3829)Online publication date: 18-May-2022
  • (2022)Study of Multi-Modal Diary Service Using Spoken Dialogue Agent for Self-Care in Elderly People2022 1st International Conference on Software Engineering and Information Technology (ICoSEIT)10.1109/ICoSEIT55604.2022.10029995(120-125)Online publication date: 22-Nov-2022
  • (2022)Friendly Chatbot with IBM Watson Assistant Support Elderly Delightful in Smart Mirror2022 IEEE 11th Global Conference on Consumer Electronics (GCCE)10.1109/GCCE56475.2022.10014288(332-334)Online publication date: 18-Oct-2022
  • Show More Cited By

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cover image ACM Other conferences
iiWAS2019: Proceedings of the 21st International Conference on Information Integration and Web-based Applications & Services
December 2019
709 pages
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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  • JKU: Johannes Kepler Universität Linz
  • @WAS: International Organization of Information Integration and Web-based Applications and Services

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Association for Computing Machinery

New York, NY, United States

Publication History

Published: 22 February 2020

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Author Tags

  1. Web service
  2. mind sensing
  3. smart healthcare
  4. smart home

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Cited By

View all
  • (2022)Assisting Personalized Healthcare of Elderly People: Developing a Rule-Based Virtual Caregiver System Using Mobile ChatbotSensors10.3390/s2210382922:10(3829)Online publication date: 18-May-2022
  • (2022)Study of Multi-Modal Diary Service Using Spoken Dialogue Agent for Self-Care in Elderly People2022 1st International Conference on Software Engineering and Information Technology (ICoSEIT)10.1109/ICoSEIT55604.2022.10029995(120-125)Online publication date: 22-Nov-2022
  • (2022)Friendly Chatbot with IBM Watson Assistant Support Elderly Delightful in Smart Mirror2022 IEEE 11th Global Conference on Consumer Electronics (GCCE)10.1109/GCCE56475.2022.10014288(332-334)Online publication date: 18-Oct-2022
  • (2022)Integration Analysis of Heterogeneous Data on Mind Externalization of Elderly People at HomeHuman Aspects of IT for the Aged Population. Technology in Everyday Living10.1007/978-3-031-05654-3_13(197-209)Online publication date: 24-May-2022
  • (2021)Developing a Platform of Personalized Conversation Scenarios for In-home Care Assistance2021 IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT)10.1109/IAICT52856.2021.9532540(148-153)Online publication date: 27-Jul-2021
  • (2021)Conversational Agents for Elderly Interaction2021 IEEE 24th International Conference on Computer Supported Cooperative Work in Design (CSCWD)10.1109/CSCWD49262.2021.9437883(1-6)Online publication date: 5-May-2021
  • (2020)Implementing and Evaluating feedback feature of Mind Monitoring Service for Elderly People at HomeProceedings of the 22nd International Conference on Information Integration and Web-based Applications & Services10.1145/3428757.3429124(390-395)Online publication date: 30-Nov-2020

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