%0 Thesis %1 dipl1 %A Illig, Jens %C Kassel %D 2008 %K 1 arbeit bookmarking diplom diplomarbeit folksonomy jens learning machine myown social %T Machine Learnability Analysis of Textclassifications in a Social Bookmarking Folksonomy %X Social-bookmarking systems such as del.icio.us let users label resources with freely chosen key- words that they find most useful for their intentions. These keywords are also known as tags. The cumulated information from tag assignments by a large community of users constitutes a folksonomy. This thesis analyses how well tag assignments in a folksonomy, that are assigned to semistructured English texts can be found by automatic text classification systems. Therefore, the machine learning algorithms SVM, k-NN, multinomial naive Bayes, and Rocchio have been evaluated for their effectiveness with such data.

@mastersthesis{dipl1, abstract = {Social-bookmarking systems such as del.icio.us let users label resources with freely chosen key- words that they find most useful for their intentions. These keywords are also known as tags. The cumulated information from tag assignments by a large community of users constitutes a folksonomy. This thesis analyses how well tag assignments in a folksonomy, that are assigned to semistructured English texts can be found by automatic text classification systems. Therefore, the machine learning algorithms SVM, k-NN, multinomial naive Bayes, and Rocchio have been evaluated for their effectiveness with such data.}, added-at = {2012-11-07T15:28:39.000+0100}, address = {Kassel}, author = {Illig, Jens}, biburl = {https://www.bibsonomy.org/bibtex/29a65067da65e8301182b33b4ae292141/jil}, interhash = {65c16443f45ffd46175f68d14b4f809a}, intrahash = {9a65067da65e8301182b33b4ae292141}, keywords = {1 arbeit bookmarking diplom diplomarbeit folksonomy jens learning machine myown social}, school = {University of Kassel}, timestamp = {2013-11-23T20:11:51.000+0100}, title = {Machine Learnability Analysis of Textclassifications in a Social Bookmarking Folksonomy}, type = {Bachelor Thesis}, year = 2008 }