System and process for automatically providing fast...

Details System and process for automatically providing fast... System and process for automatically providing fast...

2008-06-17

2008-06-17

Raymond, Edward (Department: 2857)

Data processing: measuring, calibrating, or testing

Measurement system

Statistical measurement

Reexamination Certificate

active

07389201

ABSTRACT:
The system and method of the present invention automatically extracts the top k recommendations of objects, such as topics, items, products, books, movies, food, drinks, etc., from a local probabilistic recommendation system. Unlike prior systems, the present invention accomplishes the extraction of the top k recommendations of objects without examining a probability for every object that can be recommended. Further, the system and method of the present invention is capable of being implemented using probabilistic recommendation systems based on any conventional type of probabilistic distribution or machine learning technique, including, for example, decision trees and Bayesian networks.

REFERENCES:
patent: 5249268 (1993-09-01), Doucet
patent: 5704017 (1997-12-01), Heckerman et al.
patent: 5724567 (1998-03-01), Rose et al.
patent: 5754939 (1998-05-01), Herz et al.

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