METHOD AND SYSTEM FOR RECOMMENDING AN ITEM TO A USER

METHOD AND SYSTEM FOR RECOMMENDING AN ITEM TO A USER

A computer implemented method for recommending an item to a user, according to which a plurality of users each of which with a known profile, interface with a corresponding computerized device and binary event-specific, user-item source matrices are generated, for indicating whether a given user per...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: DAYAN, AVIRAM, SHAPIRA, BRACHA, GROLMAN, EDITA, BAR, ARIEL, ROKACH, LIOR
Format: Patent
Sprache:eng ; fre ; ger
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:A computer implemented method for recommending an item to a user, according to which a plurality of users each of which with a known profile, interface with a corresponding computerized device and binary event-specific, user-item source matrices are generated, for indicating whether a given user performed a given explanatory event included in a corresponding source matrix. All users included in the source matrices are grouped to a profile-specific cluster and items included in the source matrices are grouped to an item category cluster to generate a predictive event book matrix which indicates the probability that an event unknown to have been performed by the given user will be performed for each profile-specific and item category cluster combination included in the one or more source matrices. Each user gets recommendation about an item included in the source matrices, which has a highest probability.