David Bourget (Western Ontario)
David Chalmers (ANU, NYU)
Rafael De Clercq
Jack Alan Reynolds
Learn more about PhilPapers
IEEE/WIC/ACM International Conference on Web Intelligence (WI-09), 15 – 18 September 2009 Università Degli Studi di Milano Bicocca, Milano, Italy (2009)
In order to achieve genuine web intelligence, building some kind of large general machine-readable conceptual scheme (i.e. ontology) seems inescapable. Yet the past 20 years have shown that manual ontology-building is not practicable. The recent explosion of free user-supplied knowledge on the Web has led to great strides in automatic ontology building, but quality-control is still a major issue. Ideally one should automatically build onto an already intelligent base. We suggest that the long-running Cyc project is able to assist here. We describe methods used to add 35K new concepts mined from Wikipedia to collections in ResearchCyc entirely automatically. Evaluation with 22 human subjects shows high precision both for the new concepts’ categorization, and their assignment as individuals or collections. Most importantly we show how Cyc itself can be leveraged for ontological quality control by ‘feeding’ it assertions one by one, enabling it to reject those that contradict its other knowledge.
|Keywords||ontology Cyc Wikipedia concept mapping knowledge mining|
|Categories||categorize this paper)|
Setup an account with your affiliations in order to access resources via your University's proxy server
Configure custom proxy (use this if your affiliation does not provide a proxy)
|Through your library|
References found in this work BETA
No references found.
Citations of this work BETA
No citations found.
Similar books and articles
Olena Medelyan & Catherine Legg (2008). Integrating Cyc and Wikipedia: Folksonomy Meets Rigorously Defined Common-Sense. Proceedings of Wikipedia and AI Workshop at the AAAI-08 Conference. Chicago, US, July 12 2008.
Catherine Legg & Samuel Sarjant (2012). Bill Gates is Not a Parking Meter: Philosophical Quality Control in Automated Ontology Building. Proceedings of the Symposium on Computational Philosophy, AISB/IACAP World Congress 2012 (Birmingham, England, July 2-6).
David Milne, Catherine Legg, Medelyan Olena & Witten Ian (2009). Mining Meaning From Wikipedia. International Journal of Human-Computer Interactions 67 (9):716-754.
P. D. Magnus (2009). On Trusting WIKIPEDIA. Episteme 6 (1):74-90.
K. Brad Wray (2009). The Epistemic Cultures of Science and WIKIPEDIA: A Comparison. Episteme 6 (1):38-51.
Adele Santana & Donna J. Wood (2009). Transparency and Social Responsibility Issues for Wikipedia. Ethics and Information Technology 11 (2):133-144.
Lawrence M. Sanger (2009). The Fate of Expertise After WIKIPEDIA. Episteme 6 (1):52-73.
Paul B. de Laat (2012). Coercion or Empowerment? Moderation of Content in Wikipedia as 'Essentially Contested' Bureaucratic Rules. Ethics and Information Technology 14 (2):123-135.
P. D. Magnus (2006). Epistemology and the Wikipedia. North American Computing and Philosophy Conference.
Kanti Lal Das & Anirban Mukherjee (eds.) (2008). Language and Ontology. Northern Book Centre.
Paweł Garbacz (2007). Bity i byty. O pewnym mało znanym zastosowaniu ontologii. Filozofia Nauki 3 (59):121--140.
Deborah Perron Tollefsen (2009). WIKIPEDIA and the Epistemology of Testimony. Episteme 6 (1):8-24.
Damien Smith Pfister (2011). Networked Expertise in the Era of Many-to-Many Communication: On Wikipedia and Invention. Social Epistemology 25 (3):217 - 231.
Added to index2012-10-12
Total downloads15 ( #114,157 of 1,101,814 )
Recent downloads (6 months)2 ( #191,891 of 1,101,814 )
How can I increase my downloads?