Intuit Inc.
METHOD AND SYSTEM FOR USER DATA DRIVEN FINANCIAL TRANSACTION DESCRIPTION DICTIONARY CONSTRUCTION

Abstract:

A method and system identify characteristics of financial transaction description strings. The method and system trains a dictionary generation model with a machine learning process to classify financial transaction description strings. The dictionary generation model generates a dictionary that indicates key substrings from the financial transaction description strings that were most predictive in classifying the financial transaction description strings.