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The Efficacy of Tags in Social Tagging Systems
2008Social tagging systems are a popular means for sharing resources. However, social tagging depends on individual knowledge. We evaluate the effectiveness of tags in describing the resources using support vector machines via classification. We achieved precision and recall at 90.22% and 99.27% respectively, with an average accuracy of 89.84%. Our results
Khasfariyati Razikin +3 more
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Social People-Tagging vs. Social Bookmark-Tagging
2010Tagging has been widely used and studied in various domains. Recently, people-tagging has emerged as a means to categorize contacts, and is also used in some social access control mechanisms. In this paper, we investigate whether there are differences between people-tagging and bookmark-tagging.
Peyman Nasirifard +3 more
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Image Tagging with Social Assistance
Proceedings of International Conference on Multimedia Retrieval, 2014Image tagging, also known as image annotation and image conception detection, has been extensively studied in the literature. However, most existing approaches can hardly achieve satisfactory performance owing to the deficiency and unreliability of the manually-labeled training data.
Yang Yang 0002 +4 more
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Proceedings of the 18th ACM/IEEE on Joint Conference on Digital Libraries, 2018
To develop a richer understanding of how folksonomies and social tagging differ from and are similar to professional indexing languages, the following paper presents preliminary analysis of over 2 million keyword tags on the community blog MetaFilter and its companion question-and-answer site Ask MetaFilter.
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To develop a richer understanding of how folksonomies and social tagging differ from and are similar to professional indexing languages, the following paper presents preliminary analysis of over 2 million keyword tags on the community blog MetaFilter and its companion question-and-answer site Ask MetaFilter.
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2014 IEEE International Conference on Software Maintenance and Evolution, 2014
Keywords or tags summarize documents on an abstract level and can also be used for describing code fragments. They might be leveraged for retrieving features of a software system, understanding program functionality, or providing additional context. While automatic approaches at best are only able to retrieve information that is already contained in ...
Benjamin Biegel 0001 +3 more
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Keywords or tags summarize documents on an abstract level and can also be used for describing code fragments. They might be leveraged for retrieving features of a software system, understanding program functionality, or providing additional context. While automatic approaches at best are only able to retrieve information that is already contained in ...
Benjamin Biegel 0001 +3 more
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2010
Recently, collaborative tagging Web sites such as Del.icio.us and Flickr have achieved great success. This chapter is concerned with the problem of social tagging analysis and mining. More specifically, we discuss five properties of social tagging and their applications: 1) keyword property, which means social annotations serve as human selected ...
Yong Yu +4 more
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Recently, collaborative tagging Web sites such as Del.icio.us and Flickr have achieved great success. This chapter is concerned with the problem of social tagging analysis and mining. More specifically, we discuss five properties of social tagging and their applications: 1) keyword property, which means social annotations serve as human selected ...
Yong Yu +4 more
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The recurrence dynamics of social tagging
Proceedings of the 18th international conference on World wide web, 2009How often do tags recur? How hard is predicting tag recurrence? What tags are likely to recur? We try to answer these questions by analysing the RSDC08 dataset, in both individual and collective settings. Our findings provide useful insights for the development of tag suggestion techniques etc.
Dell Zhang, Robert Mao, Wei Li
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Tag clouds as social signallers
Proceedings of the 22nd Conference of the Computer-Human Interaction Special Interest Group of Australia on Computer-Human Interaction, 2010Tag clouds are becoming increasingly popular visualisation and interaction techniques used on the web today. At the same time, tag clouds have been shown to have somewhat limited capabilities and usefulness. The generation of personalised tag clouds provides the ability to test how the enjoyment and engagement of an online social environment can be ...
Timothy Christie +2 more
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A call for social tagging datasets
ACM SIGWEB Newsletter, 2010Tagging represents a new, user-driven form of indexing and labeling resources on the web. The notion of "social tagging" usually refers to web-based systems that are supporting users in collaboratively tagging and sharing resources, such as Delicious, Flickr and others.
Körner, Christian, Strohmaier, Markus
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Comparing Social Tags to Microblogs
2011 IEEE Third Int'l Conference on Privacy, Security, Risk and Trust and 2011 IEEE Third Int'l Conference on Social Computing, 2011As Internet usage and e-commerce grow, online social media serve as popular outlets for consumers to express sentiments about products. On Amazon, users can tag an album with a keyword, while tweets on Twitter represent a more natural conversation. The differing natures of these media make them difficult to compare.
Victoria Lai +2 more
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