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1. (WO2017035519) SUPERVISED LEARNING BASED RECOMMENDATION SYSTEM

Pub. No.:    WO/2017/035519    International Application No.:    PCT/US2016/049162
Publication Date: Fri Mar 03 00:59:59 CET 2017 International Filing Date: Sun Aug 28 01:59:59 CEST 2016
IPC: G06Q 30/00
Applicants: SKYTREE, INC.
Inventors: KUMAR, Nitesh
OZAKIN, Arkadas
GRAY, Alexander
ADITYA, Abhimanyu
Title: SUPERVISED LEARNING BASED RECOMMENDATION SYSTEM
Abstract:
A system and method for generating a recommendation system based on supervised learning includes generating a master dataset, selecting a subset of features and a subset of rows in the master dataset, selecting a supervised learning method, building a first model based on a first dataset and the supervised learning method, the first dataset being restricted to the subset of features and the subset of rows in the master dataset, determining a set of candidate items, identifying a first user, generating a prediction of a user response of the first user to the set of candidate items based on the first model, and generating a recommendation of a first candidate item based on the prediction.