Music Recommendation System based on Context and EEG Data
International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
www.ijsr.net | Open Access | Fully Refereed | Peer Reviewed International Journal

ISSN: 2319-7064

Research Paper | Computer Science & Engineering | Indonesia | Volume 7 Issue 2, February 2018

Music Recommendation System based on Context and EEG Data

G. A. Vida Mastrika Giri, A.A. I. NgurahEka Karyawati

An effective music recommendation can reduce the effort given by a music listener in choosing a piece of music to be heard. Music recommendations can not only be obtained by similar genre or audio similarity, because the music chosen by the music listeners can be different in different contexts. In this research, a case base for music recommendation system was developed based on the music listeners context in order to make it easier to choose music that suits the current situation. The context used in this study is the personal context of the music listeners consisting of age, gender, emotional states, favorite activities, and musical preferences by genre. An emotional state often called a mood will be detected using brainwave sensors. Brainwaves or Electro Encephalogram (EEG) will be classified based on the emotional state of the listeners and the Case based reasoning (CBR) method used to determine music recommendations based on the context of the listener and EEG data. The system tested to 20 participants and obtained music recommendation accuracy value of 64.5 %.

Keywords: case-based reasoning, context, electro encephalogram, music recommendations

Edition: Volume 7 Issue 2, February 2018

Pages: 477 - 479

Share this Article

How to Cite this Article?

G. A. Vida Mastrika Giri, A.A. I. NgurahEka Karyawati, "Music Recommendation System based on Context and EEG Data", International Journal of Science and Research (IJSR), https://www.ijsr.net/search_index_results_paperid.php?id=ART20179831, Volume 7 Issue 2, February 2018, 477 - 479

148 PDF Views | 123 PDF Downloads

Download Article PDF



Similar Articles with Keyword 'case-based reasoning'

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 10, October 2014

Pages: 498 - 503

Application of GA with SVM for Stock Price Prediction in Financial Market

Om Prakash Jena, Dr. Sudarsan Padhy

Share this Article

Research Paper, Computer Science & Engineering, Indonesia, Volume 7 Issue 2, February 2018

Pages: 477 - 479

Music Recommendation System based on Context and EEG Data

G. A. Vida Mastrika Giri, A.A. I. NgurahEka Karyawati

Share this Article

Similar Articles with Keyword 'context'

Research Paper, Computer Science & Engineering, India, Volume 9 Issue 12, December 2020

Pages: 1615 - 1620

Traffic Sign Detection via Graph Based Ranking and Segmentation Algorithm

Premsai Cheedella

Share this Article

Research Paper, Computer Science & Engineering, Egypt, Volume 3 Issue 11, November 2014

Pages: 1128 - 1132

Keyword Extraction using Clustering and Semantic Analysis

Dr. Mohamed H. Haggag, Dr.Amal Abutabl, Ahmed Basil

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2222 - 2226

A Comparative Study on Text mining Techniques

Peerzada Hamid Ahmad, Dr. Shilpa Dang

Share this Article

Research Paper, Computer Science & Engineering, India, Volume 3 Issue 12, December 2014

Pages: 2045 - 2047

A Comparative Parameters Analysis of Different Round Robin Scheduling Algorithm using Dynamic Time Quantum

Payal T. Sonagara, Viral D. Sanghvi

Share this Article

M.Tech / M.E / PhD Thesis, Computer Science & Engineering, India, Volume 4 Issue 5, May 2015

Pages: 3018 - 3020

A Query-Based Summarizer based on the Context

Divya Vidyadharan, Anju CR

Share this Article

Similar Articles with Keyword 'music recommendations'

Research Paper, Computer Science & Engineering, Indonesia, Volume 8 Issue 2, February 2019

Pages: 760 - 762

Music Recommendation System Based on Artist Relatedness and Audio Similarity

G. A. Vida Mastrika Giri, A.A.I. Ngurah Eka Karyawati

Share this Article

Research Paper, Computer Science & Engineering, Indonesia, Volume 7 Issue 2, February 2018

Pages: 477 - 479

Music Recommendation System based on Context and EEG Data

G. A. Vida Mastrika Giri, A.A. I. NgurahEka Karyawati

Share this Article
Top