KGHeartBeat: a Knowledge Graph Quality Assessment Tool

Year: 2024
Title: KGHeartBeat: a Knowledge Graph Quality Assessment Tool
Abstract: An open-source tool for periodically evaluating the quality of KGs.
Objectives: To provide continuous, operational quality monitoring.
Methodology: Open source tool development focusing on periodic assessment.
Algorithm Used: Quality checks/metrics implemented within the tool
Top Model: KGHeartBeat.
Accuracy: N/A (Tool/Framework)
Advantages: Focuses on operational/continuous monitoring; used in comparative studies.
Drawbacks: N/A explicitly mentioned.
Source: https://2024.eswc-conferences.org/wp-content/uploads/2024/05/77770265.pdf Edit

Criteria (6)

Name Description Definitions
Accessibility Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool
  • Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool (2024)
  • An open-source tool for periodically evaluating the quality of KGs. (2024)
Timeliness Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool
  • Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool (2024)
  • An open-source tool for periodically evaluating the quality of KGs. (2024)
Completeness Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool
  • Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool (2024)
  • An open-source tool for periodically evaluating the quality of KGs. (2024)
Accuracy Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool
  • Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool (2024)
  • An open-source tool for periodically evaluating the quality of KGs. (2024)
Consistent representation Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool
  • Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool (2024)
  • An open-source tool for periodically evaluating the quality of KGs. (2024)
Availability Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool
  • Quality dimension from KGHeartBeat: a Knowledge Graph Quality Assessment Tool (2024)
  • An open-source tool for periodically evaluating the quality of KGs. (2024)
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