General Electric Company
FEEDBACK-BASED IMPROVEMENT OF COSINE SIMILARITY

Abstract:

According to some embodiments, system and methods are provided comprising receiving, via a communication interface of a matching module comprising a processor, a dataset including two or more elements, wherein each of the two or more elements is one of a word and a document including one or more words; assigning at least one weight to each word in the dataset; calculating a weighted similarity score between two or more elements based on the assigned weight; determining whether the weighted similarity score is approved or rejected; and receiving the weighted similarity score at at least one of a user and another system. Numerous other aspects are provided.