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Oznake: computer science;machine learning;crowdsourcing
According to the Knowledge Principle formulated by Lenat and Feigenbaum (1991), computer programs need to know a great deal about the world in order to perform well in complex tasks. However, building world-scale knowledge bases cannot yet be fully automated, and is still critically dependent on hum ...
Leto: 2013 Vir: videolectures.net
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Oznake: computer science;data mining;knowledge extraction
Recent years have witnessed a proliferation of large-scale knowledge graphs, such as Freebase, YAGO, Facebook’s Open Graph, Google's Knowledge Graph, and Microsoft's Satori. Whereas there is a large body of research on mining homogeneous graphs, this new generation of information networks are highly ...
Leto: 2014 Vir: videolectures.net
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