US Patent:
20190318366, Oct 17, 2019
Inventors:
- Santa Clara CA, US
Brian Cremeans - Hillsboro OR, US
Krishna Surya - Portland OR, US
Mats Agerstam - Portland OR, US
Shengtian Zhou - Palo Alto CA, US
Maria Ramirez Loaiza - Beaverton OR, US
Cesar Martinez-Spessot - Cordoba, AR
Mohammad Mejbah ul Alam - Milpitas CA, US
Dario Oliver - Hillsboro OR, US
Justin Gottschlich - Santa Clara CA, US
International Classification:
G06Q 30/00
G06F 16/28
G06N 20/00
G06N 5/04
Abstract:
An apparatus includes a feature extractor to extract features from input data, the features including descriptive information corresponding to a function of the input data, an inference generator to classify the features into a group indicative of a semantic property, a programming pattern, or a compliance type of the function of the input data, assign a cluster identifier to the features based on a prediction that the features are classified into the group, and retrieve solutions from a database that correspond to the cluster identifier, and a suggestion determiner to generate a suggestion list by building a pool of suggestions to present to a user.