Title :
MyMusicShuffler: Mood-based music recommendation with the practical usage of brainwave signals
Author :
Saim Shin ; Dalwon Jang ; Lee, John Jaehwan ; Sei-Jin Jang ; Ji-Hwan Kim
Author_Institution :
Smart Media Res. Center, Korea Electron. Technol. Inst., Seongnam, South Korea
Abstract :
This paper proposes an automatic music service, the MyMusicShuffler, which recommends music based on received brain signals. This service is focused on eliminating the unnecessary hand interactions in multi-tasking environments. By analyzing brainwave signals, the application can select music which effectively reflects the emotional responses of the user in real time. This paper explains the implementation of the service, MyMusicShuffler, a mood-based music recommendation service which interacts with the mood status of user.
Keywords :
brain-computer interfaces; electroencephalography; emotion recognition; medical signal processing; music; recommender systems; signal classification; EEG based mood classifier; MyMusicShuffler; automatic music service; brain machine interfaces; brainwave signal analysis; brainwave signal usage; electroencephalography; mood-based music recommendation service; multitasking environments; music selection; unnecessary hand interaction elimination; user emotional responses; Brain models; Electroencephalography; Mood; Multiple signal classification; Real-time systems; Recommender systems; Brain machine interfaces; EEG based mood classifier; Mood-based music recommendation;
Conference_Titel :
Consumer Electronics (ICCE), 2014 IEEE International Conference on
Conference_Location :
Las Vegas, NV
Print_ISBN :
978-1-4799-1290-2
DOI :
10.1109/ICCE.2014.6776039