Prof. Dr. Heiko Paulheim | Universität Mannheim
iPhylo
iPhylo
The hitchhiker's guide to RDF2vec.
RDF2vec is a tool for creating vector representations of RDF graphs. In essence, RDF2vec creates a numeric vector for each node in an RDF graph.
RDF2vec was developed by Petar Ristoski as a key contribution of his PhD thesis Exploiting Semantic Web Knowledge Graphs in Data Mining [ Ristoski, 2019 ], which he defended in January 2018 at the Data and Web Science Group at the University of Mannheim, supervised by Heiko Paulheim . In 2019, he was awarded the SWSA Distinguished Dissertation Award for this outstanding contribution to the field. RDF2vec was inspired by the word2vec approach [ Mikolov et al., 2013 ] for representing words in a numeric vecto
Prof. Dr. Heiko Paulheim | Universität Mannheim
iPhylo
iPhylo