Knowledge Graphs for Contextual AI

Summary

Artificial intelligence (AI) is playing a growing role in enterprises today, but it needs context to provide reliable solutions for complex problems.

Knowledge graphs add this context to enhance every phase of machine learning (ML), improving AI accuracy and explainability.

This article gives you an understanding of the importance of contextual AI, exploring:

• What knowledge graphs are and how they boost data utility
• How to enhance ML through the use of knowledge graphs
• Why graph-native technology increases predictive accuracy
• How different industries are leveraging knowledge graphs for deeper insights

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*This article was originally published in the March 2021 issue of Database Trends and Applications. Our contribution on contextual AI starts on page 4.