Usability Evaluation of a Knowledge Graph–Based Dementia Care Intelligent Recommender System: Mixed Methods Study
BackgroundKnowledge graph–based recommender systems offer the possibility of meeting the personalized needs of people with dementia and their caregivers. However, the usability of such a recommender system remains unknown. ObjectiveThis study aimed to evaluate the...
| Published in: | Journal of Medical Internet Research |
|---|---|
| Main Authors: | Minmin Leng, Yue Sun, Ce Li, Shuyu Han, Zhiwen Wang |
| Format: | Article |
| Language: | English |
| Published: |
JMIR Publications
2023-09-01
|
| Online Access: | https://www.jmir.org/2023/1/e45788 |
Similar Items
Identifying care problem clusters and core care problems of older adults with dementia for caregivers: a network analysis
by: Minmin Leng, et al.
Published: (2023-08-01)
by: Minmin Leng, et al.
Published: (2023-08-01)
Knowledge graph and data application:intelligent recommendation
by: Jing ZHOU, et al.
Published: (2019-08-01)
by: Jing ZHOU, et al.
Published: (2019-08-01)
Knowledge graph and data application:intelligent recommendation
by: Jing ZHOU, et al.
Published: (2019-08-01)
by: Jing ZHOU, et al.
Published: (2019-08-01)
Intelligent Recommendation for Departments Based on Medical Knowledge Graph
by: Zhaojian Cui, et al.
Published: (2023-01-01)
by: Zhaojian Cui, et al.
Published: (2023-01-01)
Intelligent Recommendation Algorithm Combining RNN and Knowledge Graph
by: Fengsheng Zeng, et al.
Published: (2022-01-01)
by: Fengsheng Zeng, et al.
Published: (2022-01-01)
Usability of a Community-Based Dementia Resource Website: Mixed Methods Study
by: Missy Thomas, et al.
Published: (2023-04-01)
by: Missy Thomas, et al.
Published: (2023-04-01)
Capturing Usability Problems for People Living With Dementia by Applying the DEMIGNED Principles in Usability Evaluation Methods: Mixed Methods Study
by: Thomas Engelsma, et al.
Published: (2024-07-01)
by: Thomas Engelsma, et al.
Published: (2024-07-01)
Intelligent Mapping Recommendation-based Knowledge Graph Instance Construction and Evolution Method
by: ZHANG Yaqing, SHAN Zhongyuan, ZHAO Junfeng, WANG Yasha
Published: (2023-06-01)
by: ZHANG Yaqing, SHAN Zhongyuan, ZHAO Junfeng, WANG Yasha
Published: (2023-06-01)
Interpretable patent recommendation with knowledge graph and deep learning
by: Han Chen, et al.
Published: (2023-02-01)
by: Han Chen, et al.
Published: (2023-02-01)
Hierarchical Granulation Recommendation Method Based on Knowledge Graph
by: QIN Qi-qi, ZHANG Yue-qin, WANG Run-ze, ZHANG Ze-hua
Published: (2022-08-01)
by: QIN Qi-qi, ZHANG Yue-qin, WANG Run-ze, ZHANG Ze-hua
Published: (2022-08-01)
Path-guided intelligent switching over knowledge graphs with deep reinforcement learning for recommendation
by: Shaohua Tao, et al.
Published: (2023-06-01)
by: Shaohua Tao, et al.
Published: (2023-06-01)
User recommendation method integrating hierarchical graph attention network with multimodal knowledge graph
by: Xiaofei Han, et al.
Published: (2025-06-01)
by: Xiaofei Han, et al.
Published: (2025-06-01)
Knowledge-Aware Recommendation Based on Hypergraph and Knowledge Graph
by: Shunping Niu, et al.
Published: (2026-06-01)
by: Shunping Niu, et al.
Published: (2026-06-01)
Iterative heterogeneous graph learning for knowledge graph-based recommendation
by: Tieyuan Liu, et al.
Published: (2023-04-01)
by: Tieyuan Liu, et al.
Published: (2023-04-01)
Dementia Caregiver Experiences and Recommendations for Using the Behavioral and Environmental Sensing and Intervention System at Home: Usability and Acceptability Study
by: Martha Smith Anderson, et al.
Published: (2021-12-01)
by: Martha Smith Anderson, et al.
Published: (2021-12-01)
Recommendation Algorithm Based on Knowledge Graph and Tag-aware
by: NING Ze-fei, SUN Jing-yu, WANG Xin-juan
Published: (2021-11-01)
by: NING Ze-fei, SUN Jing-yu, WANG Xin-juan
Published: (2021-11-01)
A Knowledge Graph Framework for Dementia Research Data
by: Santiago Timón-Reina, et al.
Published: (2023-09-01)
by: Santiago Timón-Reina, et al.
Published: (2023-09-01)
Knowledge-aware Graph Refinement Network for Recommendation
by: LUO Xuyang, TAN Zhiyi
Published: (2025-07-01)
by: LUO Xuyang, TAN Zhiyi
Published: (2025-07-01)
Interest Capturing Recommendation Based on Knowledge Graph
by: JIN Yu, CHEN Hongmei, LUO Chuan
Published: (2024-01-01)
by: JIN Yu, CHEN Hongmei, LUO Chuan
Published: (2024-01-01)
Psychometric properties of self-reported measures of active ageing: a systematic review protocol using COSMIN methodology
by: Shuyu Han, et al.
Published: (2022-03-01)
by: Shuyu Han, et al.
Published: (2022-03-01)
Artificial Intelligence Knowledge Graph for Dynamic Networks: An Incremental Partition Algorithm
by: Yonglin Leng, et al.
Published: (2020-01-01)
by: Yonglin Leng, et al.
Published: (2020-01-01)
Evaluating the User Experience and Usability of the MINI Robot for Elderly Adults with Mild Dementia and Mild Cognitive Impairment: Insights and Recommendations
by: Aysan Mahmoudi Asl, et al.
Published: (2024-11-01)
by: Aysan Mahmoudi Asl, et al.
Published: (2024-11-01)
A graph recommender model for knowledge graph propagation with collaborative factor
by: ZHU Xinjuan, et al.
Published: (2022-04-01)
by: ZHU Xinjuan, et al.
Published: (2022-04-01)
Knowledge Graph Double Interaction Graph Neural Network for Recommendation Algorithm
by: Shuang Kang, et al.
Published: (2022-12-01)
by: Shuang Kang, et al.
Published: (2022-12-01)
Enhancing Knowledge-Aware Recommendation with Dual-Graph Contrastive Learning
by: Jinchao Huang, et al.
Published: (2024-09-01)
by: Jinchao Huang, et al.
Published: (2024-09-01)
Context-Aware Explainable Recommendation Based on Domain Knowledge Graph
by: Muzamil Hussain Syed, et al.
Published: (2022-01-01)
by: Muzamil Hussain Syed, et al.
Published: (2022-01-01)
Knowledge graph-based recommendation system enhanced by neural collaborative filtering and knowledge graph embedding
by: Zeinab Shokrzadeh, et al.
Published: (2024-01-01)
by: Zeinab Shokrzadeh, et al.
Published: (2024-01-01)
Learning Resource Recommendation Model Based on Collaborative Knowledge Graph Attention Networks
by: Chong Wang, et al.
Published: (2024-01-01)
by: Chong Wang, et al.
Published: (2024-01-01)
Research on Learning Resource Recommendation Based on Knowledge Graph and Collaborative Filtering
by: Yanmin Niu, et al.
Published: (2023-10-01)
by: Yanmin Niu, et al.
Published: (2023-10-01)
Dementia care recommendations during the COVID-19 pandemic
by: E. Audronytė, et al.
Published: (2020-06-01)
by: E. Audronytė, et al.
Published: (2020-06-01)
Advance care planning in dementia: recommendations for healthcare professionals
by: Karen Harrison Dening, et al.
Published: (2019-02-01)
by: Karen Harrison Dening, et al.
Published: (2019-02-01)
Empowering knowledge graphs with hybrid retrieval-augmented generation for the intelligent mix scheme of mass concrete
by: Yuqing Shang, et al.
Published: (2025-12-01)
by: Yuqing Shang, et al.
Published: (2025-12-01)
Graph Attention Network Recommendation Method Based on Cross-Session Knowledge Graph
by: ZHANG Xiaohui, MA Huifang, WANG Wentao, GAO Zihao
Published: (2023-02-01)
by: ZHANG Xiaohui, MA Huifang, WANG Wentao, GAO Zihao
Published: (2023-02-01)
The Graph Attention Recommendation Method for Enhancing User Features Based on Knowledge Graphs
by: Hui Wang, et al.
Published: (2025-01-01)
by: Hui Wang, et al.
Published: (2025-01-01)
A novel Knowledge Graph recommendation algorithm based on Graph Convolutional Network
by: Hui Guo, et al.
Published: (2024-12-01)
by: Hui Guo, et al.
Published: (2024-12-01)
Knowledge Graph Based Recommender for Automatic Playlist Continuation
by: Aleksandar Ivanovski, et al.
Published: (2023-09-01)
by: Aleksandar Ivanovski, et al.
Published: (2023-09-01)
Knowledge Graph and User Interest Based Recommendation Algorithm
by: XU Tianyue, LIU Xianhui, ZHAO Weidong
Published: (2024-02-01)
by: XU Tianyue, LIU Xianhui, ZHAO Weidong
Published: (2024-02-01)
Reinforcement Learning with Knowledge Graphs for Personalized News Recommendation
by: Pralhadrao Magar Shyamsundar, et al.
Published: (2025-01-01)
by: Pralhadrao Magar Shyamsundar, et al.
Published: (2025-01-01)
Knowledge Graph Recommendation Based on Previous Triple Set
by: FU Jiacheng, TIAN Jin, ZHANG Yujin, FANG Zhijun
Published: (2025-09-01)
by: FU Jiacheng, TIAN Jin, ZHANG Yujin, FANG Zhijun
Published: (2025-09-01)
Multi-behavioral job recommendation integrating knowledge graph
by: Bin LIU, et al.
Published: (2025-06-01)
by: Bin LIU, et al.
Published: (2025-06-01)
Similar Items
-
Identifying care problem clusters and core care problems of older adults with dementia for caregivers: a network analysis
by: Minmin Leng, et al.
Published: (2023-08-01) -
Knowledge graph and data application:intelligent recommendation
by: Jing ZHOU, et al.
Published: (2019-08-01) -
Knowledge graph and data application:intelligent recommendation
by: Jing ZHOU, et al.
Published: (2019-08-01) -
Intelligent Recommendation for Departments Based on Medical Knowledge Graph
by: Zhaojian Cui, et al.
Published: (2023-01-01) -
Intelligent Recommendation Algorithm Combining RNN and Knowledge Graph
by: Fengsheng Zeng, et al.
Published: (2022-01-01)
