Ototoï . Marie Destandau

The Missing Path

The Missing Path is a visualisation tool to support data producers in identifying and analysing incompleteness in Knowledge Graphs.
It computes clusters with similar incomplete profiles on a map and lets them inspect and contextualize their statistical summaries. They gain insights on incompleteness and find strategies to identify coherent subsets to be fixed.


  • Marie Destandau and Jean-Daniel Fekete. The Missing Path: Analysing Incompleteness in Knowledge Graphs. 2021. Information Visualization, SAGE. doi:10.1177/1473871621991539
  • Marie Destandau and Jean-Daniel Fekete. 2020. Diagnosing Incompleteness in Wikidata with The Missing Path. WikiWorkshop 2020, hosted by The Web Conference 2020. hal-02910712