International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Call for Papers | Open Access | Double Blind Peer Reviewed

ISSN: 2319-7064

Downloads: 48 | Views: 58

Research Paper | Computer Science | Indonesia | Volume 10 Issue 1, January 2021

Music Recommendation System using Case-Based Reasoning Method

G. A. Vida Mastrika Giri [5] | I. G. A. G. Arya Kadyanan [2]

Abstract: The choice of music in the playlist may differ according to the activities carried out at a certain time. A music recommendation system that can simultaneously create playlists for users based on certain activity and/or mood can reduce the time it takes for music listeners to find suitable music and make music playlists to listen to. In this research, the music recommendation system will use listening history data from music listeners and the Case-Based Reasoning method. Music listening history data consists of listener context data (gender and age), music data (artist and title), and other context data (time, desired mood, current weather, and activity). Context data is used because the latest developments in recommendation systems and music information retrieval have shown that context data is important data that can produce personalized recommendation results. The Case-Based Reasoning method generates recommendations by selecting the listening history data that is in accordance with the current state of the listener. System evaluation was carried out and obtained a 0.66 precision value based on user preferences, which indicates that 66 % of the recommendations provided by the system are suitable for the user.

Keywords: case-based reasoning, context data, listening history, music recommendation

Edition: Volume 10 Issue 1, January 2021,

Pages: 1047 - 1050

How to Download this Article?

Type Your Email Address below to Download the Article PDF

How to Cite this Article?

G. A. Vida Mastrika Giri, I. G. A. G. Arya Kadyanan, "Music Recommendation System using Case-Based Reasoning Method", International Journal of Science and Research (IJSR), Volume 10 Issue 1, January 2021, pp. 1047-1050,

Similar Articles with Keyword 'context'

Downloads: 0

Research Paper, Computer Science, Nigeria, Volume 11 Issue 4, April 2022

Pages: 1363 - 1367

Ontology Based Learners Style Compliant E-Learning System

Oluyinka Iyabo Omotosho [2]

Share this Article

Downloads: 0

Review Papers, Computer Science, India, Volume 12 Issue 2, February 2023

Pages: 797 - 801

A Cumulation of the Cyber Security Vulnerabilities in Latest Technologies

Karan Chawla

Share this Article