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CIKM
2008
Springer

Using tag semantic network for keyphrase extraction in blogs

14 years 1 months ago
Using tag semantic network for keyphrase extraction in blogs
Folksonomies provide a comfortable way to search and browse the blogosphere. As the tags in the blogosphere are sparse, ambiguous and too general, this paper proposes both a supervised and an unsupervised approach that extract tags from posts using a tag semantic network. We evaluate the two methods on a blog dataset and observe an improvement in F1-measure from 0.23 to 0.50 when compared to the baseline system. Categories and Subject Descriptors: H.3.3 [Information Search and Retrieval]: Information filtering. General Terms: Algorithms, Experimentation, Performance.
Lizhen Qu, Christof Müller, Iryna Gurevych
Added 12 Oct 2010
Updated 12 Oct 2010
Type Conference
Year 2008
Where CIKM
Authors Lizhen Qu, Christof Müller, Iryna Gurevych
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