@InProceedings{deMelo2018KnowledgeGraphs, title={Knowledge Graphs: Venturing Out into the Wild}, author={{de Melo}, Gerard}, booktitle={ISWC 2016: Knowledge Graphs and Language Technology}, year={2017}, editor="{van Erp}, Marieke and Hellmann, Sebastian and McCrae, {John P.} and Chiarcos, Christian and Choi, Key-Sun and Gracia, Jorge and Hayashi, Yoshihiko and Koide, Seiji and Mendes, Pablo and Paulheim, Heiko and Takeda, Hideaki", publisher={Springer International Publishing}, pages={1--9}, abstract={While we now have vast collections of knowledge at our disposal, it appears that our systems often need further kinds of knowledge that are still missing in most knowledge graphs. This paper argues that we need keep moving further beyond simple collections of encyclopedic facts. Three key directions are (1) aiming at more tightly integrated knowledge, (2) distilling knowledge from text and other unstructured data, and (3) moving towards cognitive and neural approaches to better exploit the available knowledge in intelligent applications.}, isbn={978-3-319-68723-0} }