Swift Logic for Big Data and Knowledge Graphs [chapter]

Luigi Bellomarini, Georg Gottlob, Andreas Pieris, Emanuel Sallinger
2017 Lecture Notes in Computer Science  
Many modern companies wish to maintain knowledge in the form of a corporate knowledge graph and to use and manage this knowledge via a knowledge graph management system (KGMS). We formulate various requirements for a fully-fledged KGMS. In particular, such a system must be capable of performing complex reasoning tasks but, at the same time, achieve efficient and scalable reasoning over Big Data with an acceptable computational complexity. Moreover, a KGMS needs interfaces to corporate
more » ... the web, and machinelearning and analytics packages. We present KRR formalisms and a system achieving these goals.
doi:10.1007/978-3-319-73117-9_1 fatcat:kplzy4npfbeczixmten2iaaolu