Knowledge Graph Node Similarity calculation

Follow the full discussion on Reddit.
Hey everyone, I've been trying to calculate the similarity score between two different nodes in a Knowledge Graph that I've created. Basically I want the most relevant categories (in the KG) for a set of keywords (also in the KG). I was thinking of just doing a cosine similarity on top of the individual node embeddings for each of the keywords and returning all the related categories above an arbitrary threshold (for e.g for keyword X return all of the categories above a cosine similarity of 0.35).

Comments

There's unfortunately not much to read here yet...

Discover the Best of Machine Learning.

Ever having issues keeping up with everything that's going on in Machine Learning? That's where we help. We're sending out a weekly digest, highlighting the Best of Machine Learning.

Join over 900 Machine Learning Engineers receiving our weekly digest.

Best of Machine LearningBest of Machine Learning

Discover the best guides, books, papers and news in Machine Learning, once per week.

Twitter