Patent №
US 11,734,586
Granted
2023-08-22
Filed 2019
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
5
ml · nlp · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
16600606
A method, a computer system, and a computer program product for managing content relevancy is provided. Embodiments of the present invention may include collecting and analyzing a plurality of data, wherein the plurality of data includes document data, document access data and user data. Embodiments of the present invention may include retrieving topic model content based on the plurality of data. Embodiments of the present invention may include building a machine learning (ML) model to determine one or more topics contained in the topic model content. Embodiments of the present invention may include generating a heatmap based on the user data. Embodiments of the present invention may include building a content relevancy model (CRM) based on the ML model and the heatmap. Embodiments of the present invention may include determining an action state for the document data. Embodiments of the present invention may include storing the CRM.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 506960141
Assignors
HEWITT, TRUDY L., ANDERS, KELLEY, ATKIN, STEVEN EDWARD, DUNNE, JONATHAN D.
On an employer assignment, the assignors are typically the inventors.