%0 Conference Paper %1 DaHS07 %A Damme, Céline Van %A Hepp, Martin %A Siorpaes, Katharina %B Bridging the Gep between Semantic Web and Web 2.0 (SemNet 2007) %D 2007 %K 2007 DISS ezweb folksonomy ontology ontology_problems ontologyproblems ontologyunderstanding tagging_comparison tagging_convergence tagging_efficiency tagging_problems toread %P 57-70 %T FolksOntology: An Integrated Approach for Turning Folksonomies into Ontologies %U http://www.kde.cs.uni-kassel.de/ws/eswc2007/proc/FolksOntology.pdf %X We can observe that the amount of non-toy domain ontologies is still very limited for many areas of interest. In contrast, folksonomies are widely in use for (1) tagging Web pages (e.g. del.icio.us), (2) annotating pictures (e.g. flickr), or (3) classifying scholarly publications (e.g. bibsonomy). However, such folksonomies cannot offer the expressivity of ontologies, and the respective tags often lack a context-independent and intersubjective definition of meaning. Also, folksonomies and other unsupervised vocabularies frequently suffer from inconsistencies and redundancies. In this paper, we argue that the social interaction manifested in folksonomies and in their usage should be exploited for building and maintaining ontologies. Then, we sketch a comprehensive approach for deriving ontologies from folksonomies by integrating multiple resources and techniques. In detail, we suggest combining (1) the statistical analysis of folksonomies, associated usage data, and their implicit social networks, (2) online lexical resources like dictionaries, Wordnet, Google and Wikipedia, (3) ontologies and Semantic Web resources, (4) ontology mapping and matching approaches, and (5) functionality that helps human actors in achieving and maintaining consensus over ontology element suggestions resulting from the preceding steps.

@inproceedings{DaHS07, abstract = {We can observe that the amount of non-toy domain ontologies is still very limited for many areas of interest. In contrast, folksonomies are widely in use for (1) tagging Web pages (e.g. del.icio.us), (2) annotating pictures (e.g. flickr), or (3) classifying scholarly publications (e.g. bibsonomy). However, such folksonomies cannot offer the expressivity of ontologies, and the respective tags often lack a context-independent and intersubjective definition of meaning. Also, folksonomies and other unsupervised vocabularies frequently suffer from inconsistencies and redundancies. In this paper, we argue that the social interaction manifested in folksonomies and in their usage should be exploited for building and maintaining ontologies. Then, we sketch a comprehensive approach for deriving ontologies from folksonomies by integrating multiple resources and techniques. In detail, we suggest combining (1) the statistical analysis of folksonomies, associated usage data, and their implicit social networks, (2) online lexical resources like dictionaries, Wordnet, Google and Wikipedia, (3) ontologies and Semantic Web resources, (4) ontology mapping and matching approaches, and (5) functionality that helps human actors in achieving and maintaining consensus over ontology element suggestions resulting from the preceding steps.}, added-at = {2008-08-13T11:35:46.000+0200}, author = {Damme, Céline Van and Hepp, Martin and Siorpaes, Katharina}, biburl = {https://www.bibsonomy.org/bibtex/2ace5ff38dde26e6c9dbf9db4e31e6546/michael}, booktitle = {Bridging the Gep between Semantic Web and Web 2.0 (SemNet 2007)}, file = {DaHS07.pdf:folksonomies\\DaHS07.pdf:PDF}, interhash = {c8d1bcaa606229417f1c3f0f27c5f0e0}, intrahash = {ace5ff38dde26e6c9dbf9db4e31e6546}, keywords = {2007 DISS ezweb folksonomy ontology ontology_problems ontologyproblems ontologyunderstanding tagging_comparison tagging_convergence tagging_efficiency tagging_problems toread}, pages = {57-70}, timestamp = {2008-08-13T11:35:54.000+0200}, title = {FolksOntology: An Integrated Approach for Turning Folksonomies into Ontologies}, url = {http://www.kde.cs.uni-kassel.de/ws/eswc2007/proc/FolksOntology.pdf}, year = 2007 }