Publication Type
Conference Proceeding Article
Version
publishedVersion
Publication Date
12-2015
Abstract
Ageing in place demands a new paradigm of inhouse caregiving allowing many aspects of daily lives to be tackled by smart appliances and technologies. The important challenges include the effective provision of recommendations by multiple parties of caregiver constituting changes of the user’s behavior. In this multiagent environment, interdependencies between agents become major issues to tackle. This paper presents an approach of dynamic group formation for autonomous caregiving agents to collaborate in recommending different aspects of well-being. The approach supports the agents to regulate the timing of their recommendations, prevent conflicting messages, and cooperate to make more effective persuasions. A simulation of virtual elderly-care system demonstrates how dynamically grouped and collaborating agents can imply improvements in persuasive recommendation.
Discipline
Artificial Intelligence and Robotics | Databases and Information Systems
Research Areas
Data Science and Engineering
Publication
Proceedings of 2015 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, Singapore, December 6-9
Volume
2
First Page
352
Last Page
359
ISBN
9781467396172
Identifier
10.1109/WI-IAT.2015.77
Publisher
Institute of Electrical and Electronics Engineers Inc.
City or Country
Singapore
Citation
1
Creative Commons License
This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 4.0 International License.