NDLI: Using Relevance Feedback Techniques for Optimising Media Retrieval Applications

Content Provider	IEEE Xplore Digital Library
Author	Sundareson, P.
Copyright Year	2006
Description	Author affiliation: Texas Instrum., Bangalore (Sundareson, P.)
Abstract	Storage capacity in portable media players has increased to 30 GB and beyond. Increasing bandwidth and connectivity has led to a case where there is an arguably unmanageable amount of content stored in computers and media players. Creating the right interface for managing media is highly important in consumer electronic devices. Previous works have focused on mechanisms to classify and retrieve audio files. But mere classification is not enough in the case of personal media players, as the musical taste of each user is different, and classification cannot be purely based on what others have classified. For adoption in media players and other consumer electronic devices, the musical tastes of each user have to be taken into account while retrieving, and this aspect is missing in current systems. Also, the speed of retrieval is of prime importance in consumer electronic devices. This paper discusses ways of optimising the retrieval process, using relevance feedback from the user. The feedback is used to tune the classification process using perceptual weights. The feedback can be generated directly, or by using indirectly generated data from the behaviour of the user during the search process. Speed of retrieval can be optimised for the user, by successively optimising the search results. Experimental results show the benefits of this approach in terms of search time to get the most relevant results
Starting Page	1
Ending Page	5
File Size	252519
Page Count	5
File Format	PDF
ISBN	1424402166
DOI	10.1109/ISCE.2006.1689489
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2007-06-28
Publisher Place	Russia
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Feedback Music information retrieval Consumer electronics Portable media players Streaming media Collaboration Filtering Image recognition Image retrieval Histograms Beat detection Relevance feedback content based audio retrieval Query-By-Example
Content Type	Text
Resource Type	Article

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

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