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From Statistical Relational to Neuro-Symbolic Artificial Intelligence

De Raedt, Luc, 1964- (author)
Örebro universitet,Institutionen för naturvetenskap och teknik,KU Leuven, Leuven, Belgium
Dumancic, Sebastijan (author)
KU Leuven, Leuven, Belgium
Manhaeve, Robin (author)
KU Leuven, Leuven, Belgium
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Marra, Giuseppe (author)
KU Leuven, Leuven, Belgium
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 (creator_code:org_t)
California : ijcai.org, 2021
2021
English.
In: Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence. - California : ijcai.org. ; , s. 4943-4950
  • Conference paper (peer-reviewed)
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  • Neural-symbolic and statistical relational artificial intelligence both integrate frameworks for learning with logical reasoning. This survey identifies several parallels across seven different dimensions between these two fields. These cannot only be used to characterize and position neural-symbolic artificial intelligence approaches but also to identify a number of directions for further research.

Subject headings

NATURVETENSKAP  -- Data- och informationsvetenskap (hsv//swe)
NATURAL SCIENCES  -- Computer and Information Sciences (hsv//eng)
NATURVETENSKAP  -- Matematik -- Beräkningsmatematik (hsv//swe)
NATURAL SCIENCES  -- Mathematics -- Computational Mathematics (hsv//eng)

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