%0 Conference Paper %1 medelyan2008integrating %A Medelyan, O. %A Legg, C. %B Proceedings of the WIKI-AI: Wikipedia and AI Workshop at the AAAI %D 2008 %K cyc mapping ontology relatedness semantic wikipedia %T Integrating Cyc and Wikipedia: Folksonomy meets rigorously defined common-sense %U http://scholar.google.de/scholar.bib?q=info:hgFpsjJR__4J:scholar.google.com/&output=citation&hl=de&as_sdt=2000&ct=citation&cd=58 %V 8 %X Integration of ontologies begins with establishing mappings between their concept entries. We map categories from the largest manually-built ontology, Cyc, onto Wikipedia articles describing corresponding concepts. Our method draws both on Wikipedia’s rich but chaotic hyperlink structure and Cyc’s carefully defined taxonomic and common-sense knowledge. On 9,333 manual alignments by one person, we achieve an F-measure of 90%; on 100 alignments by six human subjects the average agreement of the method with the subject is close to their agreement with each other. We cover 62.8% of Cyc categories relating to common-sense knowledge and discuss what further information might be added to Cyc given this substantial new alignment.

@inproceedings{medelyan2008integrating, abstract = {Integration of ontologies begins with establishing mappings between their concept entries. We map categories from the largest manually-built ontology, Cyc, onto Wikipedia articles describing corresponding concepts. Our method draws both on Wikipedia’s rich but chaotic hyperlink structure and Cyc’s carefully defined taxonomic and common-sense knowledge. On 9,333 manual alignments by one person, we achieve an F-measure of 90%; on 100 alignments by six human subjects the average agreement of the method with the subject is close to their agreement with each other. We cover 62.8% of Cyc categories relating to common-sense knowledge and discuss what further information might be added to Cyc given this substantial new alignment.}, added-at = {2014-05-07T10:16:18.000+0200}, author = {Medelyan, O. and Legg, C.}, biburl = {https://www.bibsonomy.org/bibtex/275d4f9716cdfbe550962451b34a925ee/plaufer}, booktitle = {Proceedings of the WIKI-AI: Wikipedia and AI Workshop at the AAAI}, file = {medelyan2008integrating.pdf:medelyan2008integrating.pdf:PDF}, groups = {public}, interhash = {c279a921a5ac878ca952a4683ce9ac7a}, intrahash = {75d4f9716cdfbe550962451b34a925ee}, keywords = {cyc mapping ontology relatedness semantic wikipedia}, timestamp = {2014-05-07T10:16:18.000+0200}, title = {Integrating Cyc and Wikipedia: Folksonomy meets rigorously defined common-sense}, url = {http://scholar.google.de/scholar.bib?q=info:hgFpsjJR__4J:scholar.google.com/&output=citation&hl=de&as_sdt=2000&ct=citation&cd=58}, username = {dbenz}, volume = 8, year = 2008 }