Providing music service in Ambient Intelligence: experiments with gym users
作者:
Highlights:
• Definition of a novel AmI system for gym environments, named Gym Intelligence.
• The system provides adequate music according to the users’ physical effort.
• The system is based on a novel multi-agent computational intelligence model.
• The system checks for users’ physical effort changes and plays the adequate music.
• We have provided an exhaustive evaluation of Gym Intelligence.
摘要
•Definition of a novel AmI system for gym environments, named Gym Intelligence.•The system provides adequate music according to the users’ physical effort.•The system is based on a novel multi-agent computational intelligence model.•The system checks for users’ physical effort changes and plays the adequate music.•We have provided an exhaustive evaluation of Gym Intelligence.
论文关键词:Ambient Intelligence,Internet of Things,Machine learning,Genetic algorithm,Multi-agent systems,Background music service
论文评审过程:Received 21 January 2020, Revised 12 December 2020, Accepted 23 March 2021, Available online 1 April 2021, Version of Record 17 April 2021.
论文官网地址:https://doi.org/10.1016/j.eswa.2021.114951