Commonsense Knowledge Extraction Using Concepts Properties
| dc.contributor.author | Blanco E. | |
| dc.contributor.author | Cankaya H.C. | |
| dc.contributor.author | Moldovan D. | |
| dc.date.accessioned | 2023-06-16T15:06:31Z | |
| dc.date.available | 2023-06-16T15:06:31Z | |
| dc.date.issued | 2011 | |
| dc.description | 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24 -- 18 May 2011 through 20 May 2011 -- Palm Beach, FL -- 86340 | en_US |
| dc.description.abstract | This paper presents a semantically grounded method for extracting commonsense knowledge. First, commonsense rules are identified, e.g., one cannot see imaginary objects. Second, those rules are combined with a basic semantic representation in order to infer commonsense knowledge facts, e.g. one cannot see a flying carpet. Further combinations of semantic relations with inferred commonsense facts are proposed and analyzed. Results show that this novel method is able to extract thousands of commonsense facts with little human interaction and high accuracy. Copyright © 2011, Association for the Advancement of Artificial Intelligence. All rights reserved. | en_US |
| dc.identifier.isbn | 9.78E+12 | |
| dc.identifier.scopus | 2-s2.0-80052421892 | |
| dc.identifier.uri | https://hdl.handle.net/20.500.14365/3967 | |
| dc.language.iso | en | en_US |
| dc.relation.ispartof | Proceedings of the 24th International Florida Artificial Intelligence Research Society, FLAIRS - 24 | en_US |
| dc.rights | info:eu-repo/semantics/closedAccess | en_US |
| dc.subject | Commonsense knowledge | en_US |
| dc.subject | Human interactions | en_US |
| dc.subject | Novel methods | en_US |
| dc.subject | Semantic relations | en_US |
| dc.subject | Semantic representation | en_US |
| dc.subject | Artificial intelligence | en_US |
| dc.subject | Semantics | en_US |
| dc.subject | Knowledge representation | en_US |
| dc.title | Commonsense Knowledge Extraction Using Concepts Properties | en_US |
| dc.type | Conference Object | en_US |
| dspace.entity.type | Publication | |
| gdc.author.scopusid | 36975230900 | |
| gdc.author.scopusid | 7004716430 | |
| gdc.coar.access | metadata only access | |
| gdc.coar.type | text::conference output | |
| gdc.description.departmenttemp | Blanco, E., HLT Research Institute, University of Texas at Dallas, Richardson, TX 75080, United States; Cankaya, H.C., Dept. of Computer Engineering, Izmir University of Economics, Balcova, Izmir 35330, Turkey; Moldovan, D., HLT Research Institute, University of Texas at Dallas, Richardson, TX 75080, United States | en_US |
| gdc.description.endpage | 227 | en_US |
| gdc.description.publicationcategory | Konferans Öğesi - Uluslararası - Kurum Öğretim Elemanı | en_US |
| gdc.description.scopusquality | N/A | |
| gdc.description.startpage | 222 | en_US |
| gdc.description.wosquality | N/A | |
| gdc.index.type | Scopus | |
| gdc.scopus.citedcount | 4 | |
| relation.isOrgUnitOfPublication | e9e77e3e-bc94-40a7-9b24-b807b2cd0319 | |
| relation.isOrgUnitOfPublication.latestForDiscovery | e9e77e3e-bc94-40a7-9b24-b807b2cd0319 |
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