Social photo tagging recommendation using community-based group associations

Chien Li Chou, Yee Choy Chean, Yi Cheng Chen, Hua Tsung Chen, Suh Yin Lee

研究成果: 書貢獻/報告類型會議論文篇章同行評審

1 引文 斯高帕斯(Scopus)

摘要

In the social network, living photos occupy a large portion of web contents. For sharing a photo with the people appearing in that, users have to manually tag the people with their names, and the social network system links the photo to the people immediately. However, tagging the photos manually is a time-consuming task while people take thousands of photos in their daily life. Therefore, more and more researchers put their eyes on how to recommend tags for a photo. In this paper, our goal is to recommend tags for a query photo with one tagged face. We fuse the results of face recognition and the user's relationships obtained from social contexts. In addition, the Community-Based Group Associations, called CBGA, is proposed to discover the group associations among users through the community detection. Finally, the experimental evaluations show that the performance of photo tagging recommendation is improved by combining the face recognition and social relationship. Furthermore, the proposed framework achieves the high quality for social photo tagging recommendation.

原文???core.languages.en_GB???
主出版物標題Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012
頁面230-235
頁數6
DOIs
出版狀態已出版 - 2012
事件2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012 - Melbourne, VIC, Australia
持續時間: 9 7月 201213 7月 2012

出版系列

名字Proceedings of the 2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012

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???event.eventtypes.event.conference???2012 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2012
國家/地區Australia
城市Melbourne, VIC
期間9/07/1213/07/12

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