By leveraging the Apriori algorithm, we can categorize queries from GSC, aggregate PoP click data by category and use BERT embeddings to find semantically related categories.

Feature Selection by Mining Optimized Association Rules Based on Apriori Algorithm. In this paper, the authors present a novel feature selection based on association rule mining using reduced dataset.