KEA: practical automatic keyphrase extraction
Proceedings of the fourth ACM conference on Digital libraries
Finding advertising keywords on web pages
Proceedings of the 15th international conference on World Wide Web
Exploring social annotations for the semantic web
Proceedings of the 15th international conference on World Wide Web
Why we tag: motivations for annotation in mobile and online media
Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Flickr tag recommendation based on collective knowledge
Proceedings of the 17th international conference on World Wide Web
Personalized tag suggestion for flickr
Proceedings of the 17th international conference on World Wide Web
Real-time automatic tag recommendation
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Proceedings of the 31st annual international ACM SIGIR conference on Research and development in information retrieval
Can all tags be used for search?
Proceedings of the 17th ACM conference on Information and knowledge management
Social tags: meaning and suggestions
Proceedings of the 17th ACM conference on Information and knowledge management
WI-IAT '08 Proceedings of the 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01
Learning to recognize valuable tags
Proceedings of the 14th international conference on Intelligent user interfaces
Proceedings of the 18th international conference on World wide web
Proceedings of the 18th international conference on World wide web
Tagommenders: connecting users to items through tags
Proceedings of the 18th international conference on World wide web
A content-based method to enhance tag recommendation
IJCAI'09 Proceedings of the 21st international jont conference on Artifical intelligence
Separating the reputation and the sociability of online community users
Proceedings of the 2010 ACM Symposium on Applied Computing
Adaptive combination of tag and link-based user similarity in flickr
Proceedings of the international conference on Multimedia
Extracting Representative Tags for Flickr Users
ICDMW '10 Proceedings of the 2010 IEEE International Conference on Data Mining Workshops
In & out zooming on time-aware user/tag clusters
Journal of Intelligent Information Systems
Tagging image by merging multiple features in a integrated manner
Journal of Intelligent Information Systems
Content-based and collaborative techniques for tag recommendation: an empirical evaluation
Journal of Intelligent Information Systems
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Tags are very popular in social media (like Youtube, Flickr) and provide valuable and crucial information for social media. But at the same time, there exist a great number of noisy tags, which lead to many studies on tag suggestion and recommendation for items including websites, photos, books, movies, and so on. The textual features of tags, likes tag frequency, have mostly been used in extracting tags that are related to items. In this paper, we address the problem of tag recommendation for social media users. This issue is as important as the tag recommendation for items, because the tags representing users are strongly related to the users' favorite topics. We propose several novel features of tags for machine learning that we call social features as well as textual features. The experimental results of Flickr show that our proposed scheme achieves viable performance on tag recommendation for users.