Knowledge graph quality management: a comprehensive survey

B Xue, L Zou - IEEE Transactions on Knowledge and Data …, 2022 - ieeexplore.ieee.org
As a powerful expression of human knowledge in a structural form, knowledge graph (KG)
has drawn great attention from both the academia and the industry and a large number of …

[HTML][HTML] Knowledge graph quality control: A survey

X Wang, L Chen, T Ban, M Usman, Y Guan, S Liu… - Fundamental …, 2021 - Elsevier
A knowledge graph (KG), a special form of semantic network, integrates fragmentary data
into a graph to support knowledge processing and reasoning. KG quality control is important …

Knowledge graph refinement: A survey of approaches and evaluation methods

H Paulheim - Semantic web, 2017 - content.iospress.com
In the recent years, different Web knowledge graphs, both free and commercial, have been
created. While Google coined the term “Knowledge Graph” in 2012, there are also a few …

[图书][B] Knowledge graphs

D Fensel, U Simsek, K Angele, E Huaman, E Kärle… - 2020 - Springer
Smart speakers such as Alexa and Google Home introduced Artificial Intelligence (AI) in
millions soon billions of households, making AI an everyday experience. We can now look …

Linked data quality of dbpedia, freebase, opencyc, wikidata, and yago

M Färber, F Bartscherer, C Menne… - Semantic Web, 2018 - content.iospress.com
In recent years, several noteworthy large, cross-domain, and openly available knowledge
graphs (KGs) have been created. These include DBpedia, Freebase, OpenCyc, Wikidata …

Dbpedia–a large-scale, multilingual knowledge base extracted from wikipedia

J Lehmann, R Isele, M Jakob, A Jentzsch… - Semantic …, 2015 - content.iospress.com
The DBpedia community project extracts structured, multilingual knowledge from Wikipedia
and makes it freely available on the Web using Semantic Web and Linked Data …

Quality assessment for linked data: A survey

A Zaveri, A Rula, A Maurino, R Pietrobon… - Semantic …, 2016 - content.iospress.com
The development and standardization of Semantic Web technologies has resulted in an
unprecedented volume of data being published on the Web as Linked Data (LD). However …

Test-driven evaluation of linked data quality

D Kontokostas, P Westphal, S Auer… - Proceedings of the 23rd …, 2014 - dl.acm.org
Linked Open Data (LOD) comprises an unprecedented volume of structured data on the
Web. However, these datasets are of varying quality ranging from extensively curated …

Improving the quality of linked data using statistical distributions

H Paulheim, C Bizer - International Journal on Semantic Web and …, 2014 - igi-global.com
Abstract Linked Data on the Web is either created from structured data sources (such as
relational databases), from semi-structured sources (such as Wikipedia), or from …

Introduction to linked data and its lifecycle on the web

ACN Ngomo, S Auer, J Lehmann, A Zaveri - … . Reasoning on the Web in the …, 2014 - Springer
Abstract With Linked Data, a very pragmatic approach towards achieving the vision of the
Semantic Web has gained some traction in the last years. The term Linked Data refers to a …