SYSTEM AND METHOD FOR THE LONGITUDINAL ANALYSIS OF EDUCATION OUTCOMES USING COHORT LIFE CYCLES, CLUSTER ANALYTICS-BASED COHORT ANALYSIS, AND PROBABLISTIC DATA SCHEMAS
Patent №
US 7,930,262
Granted
2011-04-19
Filed 2007
Owner
INTERNATIONAL BUSINESS MACHINES CORPORATION
Lab
AI components
6
ml · nlp · kr · planning · evo · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
11874382
A computer implemented method, computer program product, and data processing system for performing analysis on a plurality of data stored in a database. In an illustrative method, a first cohort is generated from the plurality of data. An optimal control cohort is generated from the plurality of data. Generating is performed based on the first cohort and at least one constraint, and a mathematical process is used to derive the optimal control cohort. A first inference is generated based on a comparison of the first cohort to the optimal control cohort, wherein the first inference is absent from the database. In an illustrative example, the first inference is stored.
AI classification
Ownership
INTERNATIONAL BUSINESS MACHINES CORPORATION
assignment · 199820142
Assignors
FRIEDLANDER, ROBERT R., GOODWYN, JAY A., KRAEMER, JAMES R., YOUNG, ANTHONY W.
On an employer assignment, the assignors are typically the inventors.