Ontologies and data management: a brief survey

T Schneider, M Šimkus - KI-Künstliche Intelligenz, 2020 - Springer
Abstract Information systems have to deal with an increasing amount of data that is
heterogeneous, unstructured, or incomplete. In order to align and complete data, systems …

Ontology Representation: design patterns and ontologies that make sense

R Hoekstra - 2009 - books.google.com
As the (in) famous definition states:'An ontology is an explicit specification of a
conceptualization'. However, an ontology is also a philosophical theory of existence, a …

[KNIHA][B] Foundations of semantic web technologies

P Hitzler, M Krotzsch, S Rudolph - 2009 - taylorfrancis.com
Thoroughly covering basic introductions and intuitions, technical details, and formal
foundations, this text focuses on the established foundations in this area that have become …

A general datalog-based framework for tractable query answering over ontologies

A Calì, G Gottlob, T Lukasiewicz - Proceedings of the twenty-eighth ACM …, 2009 - dl.acm.org
In this paper, we introduce a family of expressive extensions of Datalog, called Datalog+/-,
as a new paradigm for query answering over ontologies. The Datalog+/-family admits …

[KNIHA][B] Mining user generated content

MF Moens, J Li, TS Chua - 2014 - books.google.com
Originating from Facebook, LinkedIn, Twitter, Instagram, YouTube, and many other
networking sites, the social media shared by users and the associated metadata are …

Comparison of reasoners for large ontologies in the OWL 2 EL profile

K Dentler, R Cornet, A Ten Teije, N De Keizer - Semantic Web, 2011 - content.iospress.com
This paper provides a survey to and a comparison of state-of-the-art Semantic Web
reasoners that succeed in classifying large ontologies expressed in the tractable OWL 2 EL …

Introduction to linked data and its lifecycle on the web

ACN Ngomo, S Auer, J Lehmann, A Zaveri - Reasoning Web International …, 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 …

Foundations of description logics

S Rudolph - Reasoning Web International Summer School, 2011 - Springer
This chapter accompanies the foundational lecture on Description Logics (DLs) at the 7th
Reasoning Web Summer School in Galway, Ireland, 2011. It introduces basic notions and …

Concept learning in description logics using refinement operators

J Lehmann, P Hitzler - Machine Learning, 2010 - Springer
With the advent of the Semantic Web, description logics have become one of the most
prominent paradigms for knowledge representation and reasoning. Progress in research …

Using ontologies for the formalization and recognition of criticality for automated driving

L Westhofen, C Neurohr, M Butz… - IEEE Open Journal …, 2022 - ieeexplore.ieee.org
Knowledge representation and reasoning has a long history of examining how knowledge
can be formalized, interpreted, and semantically analyzed by machines. In the area of …