Knowledge Graphs and Network Text Analysis

Roel Popping

Research output: Contribution to journalArticleAcademicpeer-review

74 Citations (Scopus)
981 Downloads (Pure)

Abstract

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.
Original languageEnglish
Pages (from-to)91 - 106
Number of pages16
JournalSocial Science Information
Volume42
Issue number1
DOIs
Publication statusPublished - 2003

Keywords

  • Knowledge representation
  • Knowledge graphs

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