Qualitative Reasoning about Directions in Semantic Spaces
| dc.contributor.author | Schockaert, Steven | |
| dc.contributor.author | Lee, Jae | |
| dc.coverage.spatial | Buenos Aires, Argentina | |
| dc.date.accessioned | 2016-06-14T23:21:15Z | |
| dc.date.created | July 25-31, 2015 | |
| dc.date.issued | 2015 | |
| dc.date.updated | 2016-06-14T09:03:29Z | |
| dc.description.abstract | We introduce a framework for qualitative reasoning about directions in high-dimensional spaces, called EER, where our main motivation is to develop a form of common sense reasoning about semantic spaces. The proposed framework is, however, more general; we show how qualitative spatial reasoning about points with several existing calculi can be reduced to the realisability problem for EER (or REER for short), including LR and calculi for reasoning about betweenness, collinearity and parallelism. Finally, we propose an efficient but incomplete inference method, and show its effectiveness for reasoning with EER as well as reasoning with some of the aforementioned calculi. | |
| dc.identifier.isbn | 9781577357384 | |
| dc.identifier.uri | http://hdl.handle.net/1885/103796 | |
| dc.publisher | AAAI Press | |
| dc.relation.ispartofseries | 24th International Joint Conference on Artificial Intelligence IJCAI 2015 | |
| dc.rights | Problems uploading documemt fixed 17/12/15, entered. | |
| dc.source | Exploiting Symmetries by Planning for a Descriptive Quotient | |
| dc.title | Qualitative Reasoning about Directions in Semantic Spaces | |
| dc.type | Conference paper | |
| local.bibliographicCitation.lastpage | 3213 | |
| local.bibliographicCitation.startpage | 3207 | |
| local.contributor.affiliation | Schockaert, Steven, Cardiff University | |
| local.contributor.affiliation | Lee, Jae, College of Engineering and Computer Science, ANU | |
| local.contributor.authoruid | Lee, Jae, u1001357 | |
| local.description.embargo | 2037-12-31 | |
| local.description.notes | Imported from ARIES | |
| local.description.refereed | Yes | |
| local.identifier.absfor | 080109 - Pattern Recognition and Data Mining | |
| local.identifier.absseo | 970108 - Expanding Knowledge in the Information and Computing Sciences | |
| local.identifier.ariespublication | u4334215xPUB1526 | |
| local.identifier.scopusID | 2-s2.0-84949780070 | |
| local.type.status | Published Version |
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