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