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What is Shingles for Document Similarity Analysis about?

This document discusses techniques for mining big data, focusing on finding similar items and sets, as well as measuring distances between data objects. It covers methods such as Jaccard similarity, collaborative filtering, and document similarity using shingles, minhashing, and locality sensitive hashing. The unit aims to equip readers with the ability to analyze big data effectively through these techniques.

Author

sharmilik.sse

Language

EN