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2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology
From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System
Lyon, France
August 22-August 27
ISBN: 978-0-7695-4513-4
| ASCII Text | x | ||
| Julia M. Taylor, Victor Raskin, Christian F. Hempelmann, "From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System," Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on, vol. 1, pp. 186-190, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011. | |||
| BibTex | x | ||
| @article{ 10.1109/WI-IAT.2011.146, author = {Julia M. Taylor and Victor Raskin and Christian F. Hempelmann}, title = {From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System}, journal ={Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on}, volume = {1}, year = {2011}, isbn = {978-0-7695-4513-4}, pages = {186-190}, doi = {http://doi.ieeecomputersociety.org/10.1109/WI-IAT.2011.146}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - CONF JO - Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on TI - From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System SN - 978-0-7695-4513-4 SP186 EP190 A1 - Julia M. Taylor, A1 - Victor Raskin, A1 - Christian F. Hempelmann, PY - 2011 KW - natural language KW - ontological semantics technology KW - common sense knowledge VL - 1 JA - Web Intelligence and Intelligent Agent Technology, IEEE/WIC/ACM International Conference on ER - | |||
The paper describes a semi-automatic method of identifying common-sense knowledge by running an ontological semantic system and focusing on its failures to interpret sentences that a human is not challenged by. Without common-sense knowledge, "He put a banana in his trunk" produces 6 representations, corresponding to 6 senses of "trunk" recorded in the lexicon and anchored in different ontological concepts -- roughly, car-part, elephant-part, tree-part, torso, luggage, software-term. A human language user reduces them to 3, using several pieces of common-sense knowledge that should therefore be added to the system resources to improve its performance. The significant result is that by running the system not only experimentally but also in real-life applications, we ensure an ongoing test against the lack of common-sense knowledge, at least some of which is known to be captured by the system, if it interprets the text correctly and not captured when the interpretation is inadequate.
Index Terms:
natural language, ontological semantics technology, common sense knowledge
Citation:
Julia M. Taylor, Victor Raskin, Christian F. Hempelmann, "From Disambiguation Failures to Common-Sense Knowledge Acquisition: A Day in the Life of an Ontological Semantic System," wi-iat, vol. 1, pp.186-190, 2011 IEEE/WIC/ACM International Conferences on Web Intelligence and Intelligent Agent Technology, 2011
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