Evaluating Methods for Calculating Document Similarity

The weblog covers strategies for representing paperwork as vectors and computing similarity, equivalent to Jaccard similarity, Euclidean distance, cosine similarity, and cosine similarity with TF-IDF, together with pre-processing steps for textual content information, equivalent to tokenization, lowercasing, eradicating punctuation, eradicating cease phrases, and lemmatization.