International Journal of Science and Research (IJSR)

International Journal of Science and Research (IJSR)
Since Year 2012 | Open Access | Fully Refereed | Peer Reviewed

ISSN: 2319-7064




Downloads: 113

Review Papers | Computer Science & Engineering | Indonesia | Volume 6 Issue 11, November 2017


Trends and Challenges in Developing Context-Aware Music Recommendation Systems

G. A. Vida Mastrika Giri [5]


Abstract: The development of computer technology and the Internet influence how people buy, save, and listen to music. Today, there are millions of songs that everyone can choose to listen anytime and anywhere. One of many problems arise is, the music listeners are often spending too much time and giving much effort in choosing music to be listened, thus a music recommendation system is needed. Context are important in music recommendation system, people prefer different music for certain activities, or in other words, people would have a different music selection for a certain context. For example, a user who is exercising will prefer a loud and energizing music, a user who is relaxing will prefer a soft and soothing music. This review is focused on trends and challenges in developing context-aware music recommendation system, which uses context as primary features or data to recommend music. Developing context-aware music recommendation system is challenging, it is complicated to meet the users needs and requirements. The challenges are come from the great amount of data needed, how to choose context used in the research, cold start, and generating a dynamic playlist.


Keywords: context awareness, context-aware music recommendation, music information retrieval, music recommendation


Edition: Volume 6 Issue 11, November 2017,


Pages: 1247 - 1251


How to Cite this Article?

G. A. Vida Mastrika Giri, "Trends and Challenges in Developing Context-Aware Music Recommendation Systems", International Journal of Science and Research (IJSR), Volume 6 Issue 11, November 2017, pp. 1247-1251, https://www.ijsr.net/get_abstract.php?paper_id=ART20177881

How to Share this Article?

Enter Your Email Address




Similar Articles with Keyword 'context awareness'

Downloads: 117

Review Papers, Computer Science & Engineering, India, Volume 5 Issue 2, February 2016

Pages: 1030 - 1035

Functional Context Awareness: Measuring and Utilizing the Context Dependency of Mobile Usage

Swati S. Gore [2] | Prachi A. Joshi [2]

Share this Article

Downloads: 119

Research Paper, Computer Science & Engineering, India, Volume 2 Issue 6, June 2013

Pages: 366 - 371

Mitigating Hotspot Locating Attack in Wireless Sensor Network

Basavarajeshwari | I Manimozhi | M.Jitendranath

Share this Article


Top