%0 Conference Paper %1 Medelyan09mauiRecommendation %A Medelyan, O. %A Frank, E. %A Witten, I. H. %B Internat. Conference of Empirical Methods in Natural Language Processing, EMNLP-2009, %D 2009 %K 09 Medelyan content maui recommendation tag %T Human-competitive tagging using automatic keyphrase extraction %U http://www.cs.waikato.ac.nz/\~ihw/papers/09-OM-EF-IHW-Humancompetitive\%20tag.pdf %X This paper connects two research areas: automatic tagging on the web and statistical keyphrase extraction. First, we analyze the quality of tags in a collaboratively created folksonomy using traditional evaluation techniques. Next, we demonstrate how documents can be tagged automatically with a state-of-the-art keyphrase extraction algorithm, and further improve performance in this new domain using a new algorithm, ” Maui”, that utilizes semantic information extracted from Wikipedia. Maui outperforms existing approaches and extracts tags that are competitive with those assigned by the best performing human taggers.

@inproceedings{Medelyan09mauiRecommendation, abstract = {This paper connects two research areas: automatic tagging on the web and statistical keyphrase extraction. First, we analyze the quality of tags in a collaboratively created folksonomy using traditional evaluation techniques. Next, we demonstrate how documents can be tagged automatically with a state-of-the-art keyphrase extraction algorithm, and further improve performance in this new domain using a new algorithm, ” Maui”, that utilizes semantic information extracted from Wikipedia. Maui outperforms existing approaches and extracts tags that are competitive with those assigned by the best performing human taggers.}, added-at = {2010-10-28T05:20:30.000+0200}, author = {Medelyan, O. and Frank, E. and Witten, I. H.}, biburl = {https://www.bibsonomy.org/bibtex/2a006e673430e3a04f102a0d6f649d77e/lee_peck}, booktitle = {Internat. Conference of Empirical Methods in Natural Language Processing, EMNLP-2009,}, citeulike-article-id = {4956431}, citeulike-linkout-0 = {http://www.cs.waikato.ac.nz/\~{}ihw/papers/09-OM-EF-IHW-Humancompetitive\%20tag.pdf}, description = {CiteULike: Human-competitive tagging using automatic keyphrase extraction}, interhash = {29798a229305c69309a4ac73d7fb56ac}, intrahash = {a006e673430e3a04f102a0d6f649d77e}, keywords = {09 Medelyan content maui recommendation tag}, posted-at = {2009-12-04 10:25:25}, priority = {2}, timestamp = {2010-10-28T05:20:30.000+0200}, title = {Human-competitive tagging using automatic keyphrase extraction}, url = {http://www.cs.waikato.ac.nz/\~{}ihw/papers/09-OM-EF-IHW-Humancompetitive\%20tag.pdf}, year = 2009 }