Karen Spärck Jones

Karen Spärck Jones was a British computer scientist whose research helped establish modern information retrieval. She introduced inverse document frequency, a way of weighting words according to how informative they are within a collection of documents. The idea became a core component of TF-IDF and influenced search engines, document ranking, and natural-language processing. She also made major contributions to computational linguistics and automatic summarization.