Association rules, frequent itemsets.

PageRank and related measures of importance on the Web (link analysis ).

Spam detection.

Topic-specific search.

Recommendation systems.

Collaborative filtering.

Finding similar sets.

Minhashing, Locality-Sensitive hashing.

Extracting structured data (relations) from the Web.

Clustering data.

Managing Web advertisements.

Mining data streams.