OPTIMIZATION OF A WEB-BASED RECOMMENDATION SYSTEM

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United States of America Patent

APP PUB NO 20120143718A1
SERIAL NO

12959745

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Abstract

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A method for determining product recommendations to be presented to users includes forming, by a formula generation module, a plurality of different recommendation formulas, including, for each recommendation formula, assigning a weight to at least some of a plurality of recommendation characteristics, wherein each recommendation characteristic is representative of at least one of a characteristic of a product, a characteristic of a method for presenting the product recommendations to the users, and a characteristic of a user. The method further includes iteratively performing the steps of: for each of the plurality of recommendation formulas, selecting, by a product recommendation module, at least one product for presentation to the users on the basis of the corresponding recommendation formula; sending, by a communications module, instructions to a server to present the selected product to the users; receiving, by a data evaluation module, data representative of user responses to each of the products presented to the users; evaluating, by the data evaluation module, the received data; and selecting, using the data evaluation module, a subset of the recommendation formulas included in the plurality of recommendation formulas on the basis of the evaluation of the collected data.

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Patent Owner(s)

Patent OwnerAddress
CHOICESTREAM INC25 DRYDOCK AVE FIFTH FLOOR BOSTON MA 02210

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Ben-Akiva, Moshe Brookline, US 1 16
Graham, Mary Catherine Washington, US 1 16
Graham, Stephen E Somerville, US 1 16
Li, Xiaojing Cambridge, US 22 40
Mohanty, Sanjib Sudbury, US 1 16
Rathi, Vaibhav Cambridge, US 2 20
Roberts, Adam M Cambridge, US 1 16

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