Integrating Cyc and Wikipedia: Folksonomy meets rigorously defined common-sense
O. Medelyan, and C. Legg. Proceedings of the WIKI-AI: Wikipedia and AI Workshop at the AAAI, 8, (2008)
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.
%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
}