Event-enhanced learning for KG completion

Statistical learning of relations between entities is a popular approach to address the problem of missing data in Knowledge Graphs. In this work we study how relational learning can be enhanced with background of a special kind: event logs, that are sequences of entities that may occur in the graph...

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Bibliographic Details
Main Authors: Ringsquandl, M, Kharlamov, E, Stepanova, D, Hildebrandt, M, Lamparter, S, Lepratti, R, Horrocks, I, Kröger, P
Format: Conference item
Published: Springer Verlag 2018