Data mining of user activity data to identify related items in an electronic catalog

Number of patents in Portfolio can not be more than 2000

United States of America Patent

PATENT NO 7685074
APP PUB NO 20050071251A1
SERIAL NO

10994089

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ATTORNEY / AGENT: (SPONSORED)

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Abstract

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Various methods are disclosed for monitoring user browsing activities that indicate user interests in particular products, or other items, represented in an electronic catalog, and for using such information to identify items that are related to one another. In one embodiment, relationships between items within an electronic catalog are determined by identifying items that are frequently viewed by users within the same browsing session (e.g., items A and B are related because a significant portion of those who viewed A also viewed B). The resulting item relatedness data may be stored in a table that maps items to sets of related items. The table may be used to provide personalized item recommendations to users, and/or to supplement item detail pages of the electronic catalog with lists of related items. In one embodiment, the table is used to provide session-specific item recommendations to users.

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Patent Owner(s)

  • AMAZON TECHNOLOGIES, INC.

International Classification(s)

Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Linden, Gregory D Seattle, US 24 6589
Smith, Brent R Redmond, US 29 3665
Zada, Nida K Seattle, US 13 2595

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