@inproceedings{5b17ce2539f24759bccdf523f1f3a75a,
title = "Knowledge graphs: Venturing out into the wild",
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.",
keywords = "Information extraction, Knowledge graphs, Neural methods",
author = "{De Melo}, Gerard",
note = "Publisher Copyright: {\textcopyright} Springer International Publishing AG 2017.; 15th International Semantic Web Conference, ISWC 2016 held in conjuction with the 1st Workshop on Knowledge Extraction and Knowledge Integration, KEKI 2016 and 4th NLP and DBpedia Workshop, NLP-DBpedia 2016 ; Conference date: 17-10-2016 Through 21-10-2016",
year = "2017",
doi = "https://doi.org/10.1007/978-3-319-68723-0_1",
language = "American English",
isbn = "9783319687223",
series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",
publisher = "Springer Verlag",
pages = "1--9",
editor = "Heiko Paulheim and Sebastian Hellmann and McCrae, {John P.} and Christian Chiarcos and Pablo Mendes and Hideaki Takeda and Key-Sun Choi and Jorge Gracia and Yoshihiko Hayashi and Seiji Koide and {van Erp}, Marieke",
booktitle = "Knowledge Graphs and Language Technology - ISWC 2016 International Workshops",
address = "Germany",
}