18235947. Machine Learning-Based Requirements Prediction (BANK OF AMERICA CORPORATION)
Contents
Machine Learning-Based Requirements Prediction
Organization Name
Inventor(s)
Michael Horstman of Chicago IL (US)
Radha Karuppannan of Huntersville NC (US)
Machine Learning-Based Requirements Prediction
This abstract first appeared for US patent application 18235947 titled 'Machine Learning-Based Requirements Prediction
Original Abstract Submitted
Arrangements for machine learning-based requirements predictions are provided. In some examples, user data may be received from a plurality of sources. In some arrangements, the user data may be segmented according to item type and anonymized to protect private information. The segmented, anonymized data may be analyzed using machine learning to output one or more requirements predictions. In some examples, an entity may request access to requirements prediction data. The request and/or entity may be validated and, if validated, access to the requirements prediction data may be provided. In some arrangements, additional analysis may be performed on the data to identify secondary entities associated with additional materials related to a particular item type. A prediction associated with volumes or amounts of additional materials may be generated and, in some examples, transmitted to the identified secondary entities.
