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 …

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 …

Completeness-aware rule learning from knowledge graphs

T Pellissier Tanon, D Stepanova, S Razniewski… - The Semantic Web …, 2017 - Springer
Abstract Knowledge graphs (KGs) are huge collections of primarily encyclopedic facts. They
are widely used in entity recognition, structured search, question answering, and other …

Recoin: relative completeness in Wikidata

V Balaraman, S Razniewski, W Nutt - … of the The Web Conference 2018, 2018 - dl.acm.org
The collaborative knowledge base Wikidata is the central storage of Wikimedia projects,
containing over 45 million data items. It acts as the hub for interlinking Wikipedia pages …

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 …

Wikidata from a Research Perspective--A Systematic Mapping Study of Wikidata

M Farda-Sarbas, C Mueller-Birn - arXiv preprint arXiv:1908.11153, 2019 - arxiv.org
Wikidata is one of the most edited knowledge bases which contains structured data. It serves
as the data source for many projects in the Wikimedia sphere and beyond. Since its …

Wiki2prop: A multimodal approach for predicting wikidata properties from wikipedia

M Luggen, J Audiffren, D Difallah… - Proceedings of the Web …, 2021 - dl.acm.org
Wikidata is rapidly emerging as a key resource for a multitude of online tasks such as
Speech Recognition, Entity Linking, Question Answering, or Semantic Search. The value of …

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 …

Completeness management for RDF data sources

F Darari, W Nutt, G Pirrò, S Razniewski - ACM Transactions on the Web …, 2018 - dl.acm.org
The Semantic Web is commonly interpreted under the open-world assumption, meaning that
information available (eg, in a data source) captures only a subset of the reality. Therefore …

Wikidata completeness profiling using proWD

A Wisesa, F Darari, A Krisnadhi, W Nutt… - Proceedings of the 10th …, 2019 - dl.acm.org
Completeness is a crucial data quality aspect that deals with the question: do we have all
the data we need? The lack of awareness on the completeness state of a knowledge graph …