The patent badge is an abbreviated version of the USPTO patent document. The patent badge does contain a link to the full patent document.

The patent badge is an abbreviated version of the USPTO patent document. The patent badge covers the following: Patent number, Date patent was issued, Date patent was filed, Title of the patent, Applicant, Inventor, Assignee, Attorney firm, Primary examiner, Assistant examiner, CPCs, and Abstract. The patent badge does contain a link to the full patent document (in Adobe Acrobat format, aka pdf). To download or print any patent click here.

Date of Patent:
Oct. 19, 2010

Filed:

Jun. 14, 2007
Applicants:

Amir J. Padovitz, Redmond, WA (US);

Dima Suponau, Bellevue, WA (US);

Wei Yu, Issaquah, WA (US);

Mikhail Bilenko, Bellevue, WA (US);

Inventors:

Amir J. Padovitz, Redmond, WA (US);

Dima Suponau, Bellevue, WA (US);

Wei Yu, Issaquah, WA (US);

Mikhail Bilenko, Bellevue, WA (US);

Assignee:

Microsoft Corporation, Redmond, WA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06N 5/02 (2006.01);
U.S. Cl.
CPC ...
Abstract

A two-phase process quickly and accurately identifies representations of the same items within a collection of item representations. In the first phase, referred to as a 'blocking phase,' frequency information indicating the frequency with which terms appear within the collection of item representations is used to quickly identify 'candidate pairs' (i.e., pairs of item representations that have a relatively high probability of matching). The blocking phase results in a reduced subset of the data for further analysis during the second phase. In the second phase, referred to as a “matching phase,” the candidate pairs are analyzed using fuzzy matching functions to accurately identify “matching pairs” (i.e., representations of the same items).


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