%0 Conference Paper %1 Qu:2008:UTS:1458082.1458290 %A Qu, Lizhen %A Müller, Christof %A Gurevych, Iryna %B Proceedings of the 17th ACM conference on Information and knowledge management %C New York, NY, USA %D 2008 %I ACM %K blogs entitymapping ner %P 1381--1382 %R 10.1145/1458082.1458290 %T Using tag semantic network for keyphrase extraction in blogs %U http://doi.acm.org/10.1145/1458082.1458290 %X 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. %@ 978-1-59593-991-3

@inproceedings{Qu:2008:UTS:1458082.1458290, abstract = {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.}, acmid = {1458290}, added-at = {2012-07-12T09:55:55.000+0200}, address = {New York, NY, USA}, author = {Qu, Lizhen and M\"{u}ller, Christof and Gurevych, Iryna}, biburl = {https://www.bibsonomy.org/bibtex/27db3fa8e7fb5ac3dedfc2bb797a6dcdc/lysander07}, booktitle = {Proceedings of the 17th ACM conference on Information and knowledge management}, description = {Using tag semantic network for keyphrase extraction in blogs}, doi = {10.1145/1458082.1458290}, interhash = {a83b536535e26c39d3722fdf4912b3a0}, intrahash = {7db3fa8e7fb5ac3dedfc2bb797a6dcdc}, isbn = {978-1-59593-991-3}, keywords = {blogs entitymapping ner}, location = {Napa Valley, California, USA}, numpages = {2}, pages = {1381--1382}, publisher = {ACM}, series = {CIKM '08}, timestamp = {2012-07-12T09:55:55.000+0200}, title = {Using tag semantic network for keyphrase extraction in blogs}, url = {http://doi.acm.org/10.1145/1458082.1458290}, year = 2008 }