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  4. Knowledge Graph Creation and Management Made Easy with KGraphX
 
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2024
Conference Paper
Title

Knowledge Graph Creation and Management Made Easy with KGraphX

Abstract
Tools for creating and managing knowledge graphs are a crucial ingredient of data management in various fields such as healthcare or manufacturing. Knowledge graphs comprise entities, attributes, and relationships, which help machines understand the meaning of data and facilitate data sharing. Although knowledge graphs are a key concept for many applications, their creation remains complex and challenging, especially for novice users. To address this limitation, we have developed KGraphX, an easy-to-use visual editor to make knowledge graph creation for users with limited knowledge of Semantic Web technology more engaging. KGraphX uses visual elements, predictive typing, and augmented information from existing knowledge repositories to create knowledge graphs easily. In a task-based evaluation, we have proven the usability and quality of the created knowledge graphs using KGraphX. Compared to other tools, our tool significantly enhanced knowledge graph creation by 80%, while also improving its clarity by 91%.
Author(s)
Hemid, Ahmad
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Khiat, Abderrahmane
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Jayakumar, Megha
Universität Bonn
Lange, Christoph  orcid-logo
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Quix, Christoph  
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Decker, Stefan  
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Mainwork
Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics
Funder
Bundesministerium für Bildung und Forschung  
Conference
35th International Conference on Database and Expert Systems Applications, DEXA 2024
DOI
10.1007/978-3-031-68312-1_4
Language
English
Fraunhofer-Institut für Angewandte Informationstechnik FIT  
Fraunhofer-Institut für Intelligente Analyse- und Informationssysteme IAIS  
Keyword(s)
  • Knowledge Graph

  • RDF

  • RDFS

  • SPARQL

  • Visualization

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