Machine Learning, NLP, Deep Learning, Word2vec, Word Vectors.
(item1, item2) projected in an N-dimensional vector space. The advantageous of cosine similarity is, it predicts the document similarity even Euclidean is distance. “Smaller the angle, the higher the similarity” — Cosine Similarity. Let’s see an example. Julie loves John more than Linda loves John