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Home / Proceedings / Proceedings of the International AAAI Conference on Web and Social Media

A Ranking Based Model for Automatic Image Annotation in a Social Network

February 1, 2023

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Authors

Ludovic Denoyer,Patrick Gallinari

University Pierre et Marie Curie - LIP6,University Pierre et Marie Curie - LIP6


DOI:

10.1609/icwsm.v4i1.14045


Abstract:

We propose a relational ranking model for learning to tag images in social media sharing systems. This model learns to associate a ranked list of tags to unlabeled images, by considering simultaneously content information (visual or textual) and relational information among the images. It is able to handle implicit relations like content similarities, and explicit ones like friendship or authorship. The model itself is based on a transductive algorithm thats learns from both labeled and unlabeled data. Experiments on a real corpus extracted from Flickr show the effectiveness of this model.

Topics: ICWSM

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HOW TO CITE:

Ludovic Denoyer,Patrick Gallinari A Ranking Based Model for Automatic Image Annotation in a Social Network Proceedings of the International AAAI Conference on Web and Social Media (2010) 231-234.

Ludovic Denoyer,Patrick Gallinari A Ranking Based Model for Automatic Image Annotation in a Social Network ICWSM 2010, 231-234.

Ludovic Denoyer,Patrick Gallinari (2010). A Ranking Based Model for Automatic Image Annotation in a Social Network. Proceedings of the International AAAI Conference on Web and Social Media, 231-234.

Ludovic Denoyer,Patrick Gallinari. A Ranking Based Model for Automatic Image Annotation in a Social Network. Proceedings of the International AAAI Conference on Web and Social Media 2010 p.231-234.

Ludovic Denoyer,Patrick Gallinari. 2010. A Ranking Based Model for Automatic Image Annotation in a Social Network. "Proceedings of the International AAAI Conference on Web and Social Media". 231-234.

Ludovic Denoyer,Patrick Gallinari. (2010) "A Ranking Based Model for Automatic Image Annotation in a Social Network", Proceedings of the International AAAI Conference on Web and Social Media, p.231-234

Ludovic Denoyer,Patrick Gallinari, "A Ranking Based Model for Automatic Image Annotation in a Social Network", ICWSM, p.231-234, 2010.

Ludovic Denoyer,Patrick Gallinari. "A Ranking Based Model for Automatic Image Annotation in a Social Network". Proceedings of the International AAAI Conference on Web and Social Media, 2010, p.231-234.

Ludovic Denoyer,Patrick Gallinari. "A Ranking Based Model for Automatic Image Annotation in a Social Network". Proceedings of the International AAAI Conference on Web and Social Media, (2010): 231-234.

Ludovic Denoyer,Patrick Gallinari. A Ranking Based Model for Automatic Image Annotation in a Social Network. ICWSM[Internet]. 2010[cited 2023]; 231-234.


ISSN: 2334-0770


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