I-Cog: A computational framework for integrated cognition of higher cognitive abilities
DC Element | Wert | Sprache |
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dc.contributor.author | Kühnberger, K.-U. | |
dc.contributor.author | Wandmacher, T. | |
dc.contributor.author | Schwering, A. | |
dc.contributor.author | Ovchinnikova, E. | |
dc.contributor.author | Krumnack, U. | |
dc.contributor.author | Gust, H. | |
dc.contributor.author | Geibel, P. | |
dc.date.accessioned | 2021-12-23T16:30:07Z | - |
dc.date.available | 2021-12-23T16:30:07Z | - |
dc.date.issued | 2007 | |
dc.identifier.isbn | 9783540766308 | |
dc.identifier.issn | 03029743 | |
dc.identifier.uri | https://osnascholar.ub.uni-osnabrueck.de/handle/unios/16521 | - |
dc.description | Conference of 6th Mexican International Conference on Artificial Intelligence, MICAI 2007 ; Conference Date: 4 November 2007 Through 10 November 2007; Conference Code:71204 | |
dc.description.abstract | There are several challenges for AI models of higher cognitive abilities like the profusion of knowledge, different forms of reasoning, the gap between neuro-inspired approaches and conceptual representations, the problem of inconsistent data, and the manifold of computational paradigms. The I-Cog architecture - proposed as a step towards a solution for these problems - consists of a reasoning device based on analogical reasoning, a rewriting mechanism operating on the knowledge base, and a neuro-symbolic interface for robust learning from noisy data. I-Cog is intended as a framework for human-level intelligence (HLI). © Springer-Verlag Berlin Heidelberg 2007. | |
dc.language.iso | en | |
dc.publisher | Springer Verlag | |
dc.relation.ispartof | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
dc.subject | Computational methods | |
dc.subject | Data reduction | |
dc.subject | Knowledge based systems, Analogical reasoning | |
dc.subject | Inconsistent data | |
dc.subject | Neurosymbolic interfaces, Artificial intelligence | |
dc.title | I-Cog: A computational framework for integrated cognition of higher cognitive abilities | |
dc.type | conference paper | |
dc.identifier.doi | 10.1007/978-3-540-76631-5_20 | |
dc.identifier.scopus | 2-s2.0-38149113932 | |
dc.identifier.url | https://www.scopus.com/inward/record.uri?eid=2-s2.0-38149113932&doi=10.1007%2f978-3-540-76631-5_20&partnerID=40&md5=88c95dbfb10c89db2dfdabed72ab445f | |
dc.description.volume | 4827 LNAI | |
dc.description.startpage | 203 | |
dc.description.endpage | 214 | |
dc.publisher.place | Aguascalientes | |
dcterms.isPartOf.abbreviation | Lect. Notes Comput. Sci. | |
crisitem.author.dept | Institut für Kognitionswissenschaft | - |
crisitem.author.dept | Institut für Kognitionswissenschaft | - |
crisitem.author.deptid | institute28 | - |
crisitem.author.deptid | institute28 | - |
crisitem.author.orcid | 0000-0003-1626-0598 | - |
crisitem.author.parentorg | FB 08 - Humanwissenschaften | - |
crisitem.author.parentorg | FB 08 - Humanwissenschaften | - |
crisitem.author.grandparentorg | Universität Osnabrück | - |
crisitem.author.grandparentorg | Universität Osnabrück | - |
crisitem.author.netid | KuKa032 | - |
crisitem.author.netid | KrUl568 | - |
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