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Multi-Label Classification Method for Multimedia Tagging

Multi-Label Classification Method for Multimedia Tagging

Aiyesha Ma, Ishwar Sethi, Nilesh Patel
Copyright: © 2010 |Volume: 1 |Issue: 3 |Pages: 19
ISSN: 1947-8534|EISSN: 1947-8542|EISBN13: 9781609609801|DOI: 10.4018/jmdem.2010070104
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MLA

Ma, Aiyesha, et al. "Multi-Label Classification Method for Multimedia Tagging." IJMDEM vol.1, no.3 2010: pp.57-75. http://doi.org/10.4018/jmdem.2010070104

APA

Ma, A., Sethi, I., & Patel, N. (2010). Multi-Label Classification Method for Multimedia Tagging. International Journal of Multimedia Data Engineering and Management (IJMDEM), 1(3), 57-75. http://doi.org/10.4018/jmdem.2010070104

Chicago

Ma, Aiyesha, Ishwar Sethi, and Nilesh Patel. "Multi-Label Classification Method for Multimedia Tagging," International Journal of Multimedia Data Engineering and Management (IJMDEM) 1, no.3: 57-75. http://doi.org/10.4018/jmdem.2010070104

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Abstract

Community tagging offers valuable information for media search and retrieval, but new media items are at a disadvantage. Automated tagging may populate media items with few tags, thus enabling their inclusion into search results. In this paper, a multi-label decision tree is proposed and applied to the problem of automated tagging of media data. In addition to binary labels, the proposed Iterative Split Multi-label Decision Tree (IS-MLT) is easily extended to the problem of weighted labels (such as those depicted by tag clouds). Several datasets of differing media types show the effectiveness of the proposed method relative to other multi-label and single label classifier methods and demonstrate its scalability relative to single label approaches.Keywords: Automated Multimedia Tagging; Community Tagging; Multi-label Classification; Multi-label Decision Tree; Pattern Classification

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