NDLI: Design of an intelligent car radio and music player system

Content Provider	Springer Nature Link
Author	Liu, Ning Han
Copyright Year	2013
Abstract	With the rapid development of the Internet and digital technology, digital music and Internet radio stations have come to attract increasing investment from various sources. Through the Internet, users are able to listen to music and radio stations without geographical limitations. The Internet also provides users more options in their music and radio station choices. The technological developments in this field allow for improvements in car audio systems. However, across all relevant studies, the question of how best to recommend radio or music choices to users remains an important topic in the research relating to digital music and radio. Therefore, in this paper, we try to improve these recommendations by recording user behavior and analyzing the music preferences of users with similar background information. This is different to traditional recommendation mechanisms as we simplify the feedback procedure for users. In addition, by adjusting the weightings in the formula for calculating the recommendations, we are able to provide personalized recommendations. This would better satisfy the needs of different types of users. Through experimental results, we prove that our recommendation mechanism significantly helps users to select radio stations and music.
Starting Page	1341
Ending Page	1361
Page Count	21
File Format	PDF
ISSN	13807501
Journal	Multimedia Tools and Applications
Volume Number	72
Issue Number	2
e-ISSN	15737721
Language	English
Publisher	Springer US
Publisher Date	2013-04-14
Publisher Place	Boston
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	Music recommendation Radio recommendation Car audio system Artificial intelligence Multimedia Information Systems Computer Communication Networks Data Structures, Cryptology and Information Theory Special Purpose and Application-Based Systems
Content Type	Text
Resource Type	Article
Subject	Computer Networks and Communications Hardware and Architecture Software Media Technology

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
5	Website/Portal (Helpdesk)	Queries regarding NDLI and its services	support@ndl.gov.in
6	Contents and Copyright Issues	Queries related to content curation and copyright issues	content@ndl.gov.in
7	National Digital Library of India Club (NDLI Club)	Queries related to NDLI Club formation, support, user awareness program, seminar/symposium, collaboration, social media, promotion, and outreach	clubsupport@ndl.gov.in
8	Digital Preservation Centre (DPC)	Assistance with digitizing and archiving copyright-free printed books	dpc@ndl.gov.in
9	IDR Setup or Support	Queries related to establishment and support of Institutional Digital Repository (IDR) and IDR workshops	idr@ndl.gov.in

A fast audio similarity retrieval method for millions of music tracks

Music emotion classification and context-based music recommendation

Multimedia Distributed Learning Environments: Evolution towards Intelligent Communications

Landmark-based music recognition system optimisation using genetic algorithms

Multimedia applications for intelligent fusion computing

Intelligent interactions for multimedia processing: an editorial

Intelligent copyright protection system using a matching video retrieval algorithm

User-selectable interactive recommendation system in mobile environment

Data reduction of audio by exploiting musical repetition

Design of an intelligent car radio and music player system

Similar Documents

A fast audio similarity retrieval method for millions of music tracks

Music emotion classification and context-based music recommendation

Multimedia Distributed Learning Environments: Evolution towards Intelligent Communications

Landmark-based music recognition system optimisation using genetic algorithms

Multimedia applications for intelligent fusion computing

Intelligent interactions for multimedia processing: an editorial

Intelligent copyright protection system using a matching video retrieval algorithm

User-selectable interactive recommendation system in mobile environment

Data reduction of audio by exploiting musical repetition

Design of an intelligent car radio and music player system