<div class="csl-bib-body">
<div class="csl-entry">Sallinger, E. (2023). Knowledge Graphs in Action: from Theory to Systems and Real-world Applications (Abstract). In <i>Proceedings of the 15th Alberto Mendelzon International Workshop on Foundations of Data Management (AMW 2023)</i>. AMW 2023 - Alberto Mendelzon International Workshop on Foundations of Data Management, Santiago de Chile, Chile. http://hdl.handle.net/20.500.12708/192767</div>
</div>
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dc.identifier.uri
http://hdl.handle.net/20.500.12708/192767
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dc.description.abstract
Knowledge graphs (KGs) have in recent years gained a large momentum both in academic research and in real-world applications. This is particularly the case in data management, where they have become a bridge between databases, artificial intelligence (AI), data science, the (semantic) web and semantic computing, linked data, and many other areas. In particular, they have become a bridge between logic-based reasoning, and machine learning-based reasoning. Languages for KGs on the one hand, and systems for KGs i.e., Knowledge Graph Management Systems (KGMS) on the other hand, have garnered increasing attention. In this talk, we will give a showcase of real-world applications of knowledge graph management systems, driven by principled theory translating to scalable practice. We will introduce the theory and systems in the area, with a particular spotlight on the Vadalog system and language. We then focus on seeing the system in action through a number of real-world and business applications, including: corporate governance, media intelligence, supply chains, collateral eligibility, hostile takeovers, smart anonymization, and anti-money laundering.
en
dc.description.sponsorship
WWTF Wiener Wissenschafts-, Forschu und Technologiefonds
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dc.language.iso
en
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dc.relation.ispartofseries
CEUR Workshop Proceedings
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dc.subject
Knowledge Graph
en
dc.subject
Real-world Applications
en
dc.subject
Data Management
en
dc.subject
Database
en
dc.subject
Data Science
en
dc.subject
Artificial Intelligence
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dc.subject
Semantic Computing
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dc.title
Knowledge Graphs in Action: from Theory to Systems and Real-world Applications (Abstract)
en
dc.type
Inproceedings
en
dc.type
Konferenzbeitrag
de
dc.relation.grantno
VRG18-013
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dc.type.category
Abstract Book Contribution
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dc.relation.eissn
1613-0073
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tuw.booktitle
Proceedings of the 15th Alberto Mendelzon International Workshop on Foundations of Data Management (AMW 2023)
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tuw.peerreviewed
true
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tuw.project.title
Scalable Reasoning in Knowledge Graphs
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tuw.researchTopic.id
I1
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tuw.researchTopic.name
Logic and Computation
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tuw.researchTopic.value
100
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tuw.publication.orgunit
E192-02 - Forschungsbereich Databases and Artificial Intelligence
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dc.description.numberOfPages
1
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tuw.event.name
AMW 2023 - Alberto Mendelzon International Workshop on Foundations of Data Management
en
tuw.event.startdate
22-05-2023
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tuw.event.enddate
26-05-2023
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tuw.event.online
On Site
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tuw.event.type
Event for scientific audience
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tuw.event.place
Santiago de Chile
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tuw.event.country
CL
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tuw.event.presenter
Sallinger, Emanuel
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wb.sciencebranch
Informatik
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wb.sciencebranch
Mathematik
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wb.sciencebranch.oefos
1020
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wb.sciencebranch.oefos
1010
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wb.sciencebranch.value
80
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wb.sciencebranch.value
20
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item.grantfulltext
none
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item.cerifentitytype
Publications
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item.openairecristype
http://purl.org/coar/resource_type/c_5794
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item.languageiso639-1
en
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item.openairetype
conference paper
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item.fulltext
no Fulltext
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crisitem.project.funder
WWTF Wiener Wissenschafts-, Forschu und Technologiefonds
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crisitem.project.grantno
VRG18-013
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crisitem.author.dept
E192-02 - Forschungsbereich Databases and Artificial Intelligence