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Knowledge Graphs and Network Text Analysis

Bibliographic Data

ID3082963
AuthorsRoel Popping (0000-0003-4646-9472, University of Groningen, corresponding author)
Year2003
Volume42
Issue1
Pages91-106
Publication date2003-03-01
Open AccessYes
TypeARTICLE
VenueSocial Science Information (JOURNAL)
Journal identifiersISSN: 0539-0184 • E-ISSN: 1461-7412
PublisherSAGE Publications Inc (PUBLISHER)
DOI10.1177/0539018403042001798
OpenAlexW2037087310
LanguageEN
Citations received22
References cited12

A knowledge graph is a kind of semantic network representing some scientific theory. The article describes the present state of this field and addresses a number of problems that have not yet been solved. These problems are implicit relations, strength of (causal) relations, and exclusiveness. Concepts might be too broad or complex to be used properly, so directions for solving these problems are explored. The solutions are applied to a knowledge graph in the field of labour markets

Complex network · Data science · Epistemology · Graph · Graph theory · Knowledge graph · Network analysis · Network science · Semantic network · Social science · Sociology · Sociology of scientific knowledge · World Wide Web · Advanced Text Analysis Techniques · Cognitive Computing and Networks · Computer Science · Mathematics · Semantic Web and Ontologies · Artificial Intelligence · Theoretical Computer Science

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Citations per year0.96
Citation span2003 - 2024 (22)
Highly citedNo

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