Machine knowledge: Creation and curation of comprehensive knowledge bases

G Weikum, XL Dong, S Razniewski… - … and Trends® in …, 2021 - nowpublishers.com
Equip** machines with comprehensive knowledge of the world's entities and their
relationships has been a longstanding goal of AI. Over the last decade, large-scale …

Knowledge graph completeness: A systematic literature review

S Issa, O Adekunle, F Hamdi, SSS Cherfi… - IEEE …, 2021 - ieeexplore.ieee.org
The quality of a Knowledge Graph (also known as Linked Data) is an important aspect to
indicate its fitness for use in an application. Several quality dimensions are identified, such …

Fuzzy logic based logical query answering on knowledge graphs

X Chen, Z Hu, Y Sun - Proceedings of the AAAI Conference on Artificial …, 2022 - ojs.aaai.org
Abstract Answering complex First-Order Logical (FOL) queries on large-scale incomplete
knowledge graphs (KGs) is an important yet challenging task. Recent advances embed …

A study of the quality of Wikidata

K Shenoy, F Ilievski, D Garijo, D Schwabe… - Journal of Web …, 2022 - Elsevier
Wikidata has been increasingly adopted by many communities for a wide variety of
applications, which demand high-quality knowledge to deliver successful results. In this …

What we talk about when we talk about Wikidata quality: a literature survey

A Piscopo, E Simperl - Proceedings of the 15th International Symposium …, 2019 - dl.acm.org
Launched in 2012, Wikidata has already become a success story. It is a collaborative
knowledge graph, whose large community has produced so far data about more than 55 …

Completeness, recall, and negation in open-world knowledge bases: A survey

S Razniewski, H Arnaout, S Ghosh… - ACM Computing …, 2024 - dl.acm.org
General-purpose knowledge bases (KBs) are a cornerstone of knowledge-centric AI. Many
of them are constructed pragmatically from web sources and are thus far from complete. This …

An analysis of content gaps versus user needs in the wikidata knowledge graph

D Abián, A Meroño-Peñuela, E Simperl - International Semantic Web …, 2022 - Springer
Content gaps in knowledge graphs impact downstream applications. Semantic Web
researchers have studied them mainly in relation to data quality or ontology evaluation, for …

A systematic literature review on Wikidata

M Mora-Cantallops, S Sánchez-Alonso… - Data Technologies …, 2019 - emerald.com
Purpose The purpose of this paper is to review the current status of research on Wikidata
and, in particular, of articles that either describe applications of Wikidata or provide empirical …

An analysis of links in Wikidata

A Haller, A Polleres, D Dobriy, N Ferranti… - European Semantic …, 2022 - Springer
Wikidata has become one of the most prominent open knowledge graphs (KGs) on the Web.
Relying on a community of users with different expertise, this cross-domain KG is directly …

Representing COVID-19 information in collaborative knowledge graphs: The case of Wikidata

H Turki, MA Hadj Taieb, T Shafee, T Lubiana… - Semantic …, 2022 - journals.sagepub.com
Information related to the COVID-19 pandemic ranges from biological to bibliographic, from
geographical to genetic and beyond. The structure of the raw data is highly complex, so …