NDLI: Modeling, Characterization and Recommendation of Multimedia Web Content Services

Content Provider	IEEE Xplore Digital Library
Author	Duarte, D. Pereira, A.C.M. Davis, C.
Copyright Year	2013
Description	Author affiliation: Dept. of Comput. Sci., Fed. Univ. of Minas Gerais (UFMG), Belo Horizonte, Brazil (Duarte, D.; Pereira, A.C.M.; Davis, C.)
Abstract	Web multimedia content has reached much importance lately. One of the most important content types is online video, as demonstrated by the success of platforms such as YouTube. The growth in the volume of available online video is also observed in corporate scenarios, such as TV station. This paper evaluates a set of corporate online videos hosted by Sambatech, a company that holds the largest platform for online multimedia content distribution in Latin America. We propose a novel analytical approach for video recommendation, focusing on video objects being consumed. After modeling this service, we characterize the contents from multiple sources, and propose techniques for multimedia content recommendation. Experimental results indicate that the proposed method is very promising, which had obtained almost 70 in precision. We also perform distinct evaluations using different approaches from literature, such as the state-of-the-art technique for item recommendation.
Starting Page	179
Ending Page	186
File Size	249076
Page Count	8
File Format	PDF
e-ISBN	9781479921713
DOI	10.1109/ISM.2013.36
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2013-12-09
Publisher Place	USA
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Databases Multimedia communication Media Streaming media YouTube Analytical models TV Recommendation Online Video Multimedia Content Modeling Characterization
Content Type	Text
Resource Type	Article

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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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