Information Retrieval Representation Organization Storage Maintenance of Information Objects to satisfy a users Information needs. Information need ∼ Relevance Vocabulary Term Frequency Bag Of Words Term Frequency Inverse Document Frequency Use TF-IDF to generate a simple Embedding. Page Rank