SPaRKLE: Symbolic caPtuRing of knowledge for Knowledge graph enrichment with LEarning

SPaRKLE is a hybrid method that combines symbolic and mathematical methodologies while leveraging Partial Completness Assumption (PCA) heuristics to capture implicit information and enrich Knowledge Graphs (KGs). The combination of symbolic and numerical strategies offers a comprehensive approach to KG enrichment that capitalizes on the strengths of both paradigms. This technique has the potential to provide more extensive, accurate, interpretable, and flexible knowledge representations, thereby improving the usefulness and efficacy of KGs across several domains.

Data and Resources

Cite this as

Disha Purohit, Yashrajsinh Chudasama, Ariam Rivas, Maria-Esther Vidal (2024). Dataset: SPaRKLE: Symbolic caPtuRing of knowledge for Knowledge graph enrichment with LEarning. https://doi.org/10.57702/y62s0xfg

DOI retrieved: July 16, 2024

Additional Info

Field Value
Created April 18, 2024
Last update July 16, 2024
License notspecified: License not specified
Defined In https://doi.org/10.1145/3587259.3627547
Link to ORKG https://www.orkg.org/orkg/paper/R678448
Author Disha Purohit
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Yashrajsinh Chudasama
Ariam Rivas
Maria-Esther Vidal
Author Email Disha Purohit