An Ontology-based Home Care Service Robot for Persons with Dementia

被引:0
|
作者
Jeon, Hwawoo [1 ]
Yang, Kyon-Mo [2 ]
Park, Sungkee [1 ,2 ]
Choi, Jongsuk [2 ]
Lim, Yoonseob [1 ,2 ]
机构
[1] Korea Inst Sci & Technol, Res Ctr Diag Treatment & Care Syst Dementia, Seoul 136791, South Korea
[2] Korea Inst Sci & Technol, Ctr Robot Res, Seoul 136791, South Korea
关键词
KNOWLEDGE;
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
In this paper, we introduce an ontology-based home care service robot that can provide personalized care for people who are in the early stage of dementia. The hardware and software framework encompassed in the proposed service robot was developed to carry out care services in their daily life at home. Specifically, to generate adaptive task plans in diverse caring situation, context reasoner and ontological model of dementia are included. Ontology includes various concepts that are related with the knowledge of caring dementia patient: dementia, dementia symptom, environment of around patient, and situation during patient's daily life. To evaluate if the proposed service robot could provide appropriate care service or not, experimental care scenario for helping a person with dementia take medicine was tried in the lab environment. Although tasks of the robot required for the experiment are rather simple, we have demonstrated that the robot could provide a personalized service that may be beneficial to dementia patient, family members and caregivers. In the future, we will add more care knowledge in the ontology and further develop a variety of care services. Additionally, we are going to test the care service robot in a real environment with actual dementia patient.
引用
收藏
页码:540 / 545
页数:6
相关论文
共 50 条
  • [1] Ontology-Based Home Service Model
    Wei, Moji
    Xu, Jianliang
    Yun, Hongyan
    Xu, Linlin
    COMPUTER SCIENCE AND INFORMATION SYSTEMS, 2012, 9 (02) : 813 - 838
  • [2] Ontology-based Dementia Care Support System
    Jeon, Hwawoo
    Park, Sungkee
    Choi, Jongsuk
    Lim, Yoonseob
    2018 40TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY (EMBC), 2018, : 3318 - 3321
  • [3] Care and Service at Home for Persons With Dementia in Europe
    Bokberg, Christina
    Ahlstrom, Gerd
    Leino-Kilpi, Helena
    Soto-Martin, Maria E.
    Cabrera, Esther
    Verbeek, Hilde
    Saks, Kai
    Stephan, Astrid
    Sutcliffe, Caroline
    Karlsson, Staffan
    JOURNAL OF NURSING SCHOLARSHIP, 2015, 47 (05) : 407 - 416
  • [4] Ontology-based Smart Home Solution and Service Composition
    Xu, Jingjing
    Lee, Yann-Hang
    Tsai, Wei-Tek
    Li, Wu
    Son, Young-Sung
    Park, Jun-Hee
    Moon, Kyung-Duk
    2009 INTERNATIONAL CONFERENCE ON EMBEDDED SOFTWARE AND SYSTEMS, PROCEEDINGS, 2009, : 297 - +
  • [5] Ontology-based Context and Preference Model for Personal Service Robot
    Rhee, Sang Keun
    Lee, Kangwoo
    Kim, Hyun
    2012 9TH INTERNATIONAL CONFERENCE ON UBIQUITOUS ROBOTS AND AMBIENT INTELLIGENCE (URAL), 2012, : 216 - 217
  • [6] An ontology-based context model in monitoring and handling agitation behaviour for persons with dementia
    Fook, VFS
    Tay, SC
    Jayachandran, M
    Biswas, J
    Zhang, DQ
    FOURTH ANNUAL IEEE INTERNATIONAL CONFERENCE ON PERVASIVE COMPUTING AND COMMUNICATIONS WORKSHOPS, PROCEEDINGS, 2006, : 560 - +
  • [7] Ontology-Based Unified Robot Knowledge for Service Robots in Indoor Environments
    Lim, Gi Hyun
    Suh, Il Hong
    Suh, Hyowon
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2011, 41 (03): : 492 - 509
  • [8] Assistive Robot Enabled Service Architecture to Support Home-Based Dementia Care
    Khosla, Rajiv
    Khanh Nguyen
    Chu, Mei-Tai
    2014 IEEE 7TH INTERNATIONAL CONFERENCE ON SERVICE-ORIENTED COMPUTING AND APPLICATIONS (SOCA), 2014, : 73 - 80
  • [9] Important aspects of home care service: An interview study of persons with dementia
    Olsen, Marie
    Udo, Camilla
    Bostrom, Anne-Marie
    Hammar, Lena Marmstal
    DEMENTIA-INTERNATIONAL JOURNAL OF SOCIAL RESEARCH AND PRACTICE, 2021, 20 (05): : 1649 - 1663
  • [10] How to "rightsize" an ontology: A case of ontology-based Web information management to improve the service for handicapped persons
    Klischewski, R
    15TH INTERNATIONAL WORKSHOP ON DATABASE AND EXPERT SYSTEMS APPLICATIONS, PROCEEDINGS, 2004, : 158 - 162