Learning-based recommendation system incorporating collaborative filtering and feedback

Learning-based recommendation system incorporating collaborative filtering and feedback

Computer-implemented methods for providing recommendations for a given user. The computer-implemented method employs some or all of machine learning, collaborative filtering, clustering, profile data from the given user, profile data from other users, feedback data from the given user from past inte...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: SHOEMAKER DAVID WILLIAM, SHOEMAKER AUSTIN WILLIAM, GANAPATHI HARIRAAM VARUN
Format: Patent
Sprache:eng
Schlagworte:
CALCULATING
COMPUTING
COUNTING
DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES
PHYSICS
SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR
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Beschreibung
Zusammenfassung:Computer-implemented methods for providing recommendations for a given user. The computer-implemented method employs some or all of machine learning, collaborative filtering, clustering, profile data from the given user, profile data from other users, feedback data from the given user from past interactions, and feedback data from other users from past interactions to more accurately provide recommendations to the given user.