Patent №
US 8,301,692
Granted
2012-10-30
Filed 2009
Owner
AMAZON TECHNOLOGIES, INC.
Lab
AI components
4
ml · kr · planning · hardware
Assignment
Recorded
Dataset
AIPD
2023_r1 edition
Application
12485700
Similarities are discovered among different users with respect to their media experiences and other behaviors, such as taste in media items (e.g., books, music, movies, magazines, art, etc.), browsing behavior, purchase decisions, and online shopping habits, and usage history. The similarities are determined in part by substantially real-time comparison of individual users with a set of predetermined user-based clusters formed from the experiences and behaviors of sample users. Users from a population may then be identified based on similarity metrics. Recommendations for new media items, or other goods/services, may also be made based on choices being made by similar users.
AI classification
Ownership
AMAZON TECHNOLOGIES, INC.
assignment · 258080699
Assignors
HAMAKER, JANNA, KALENKOVICH, EUGENE, KAMBAROV, ZAUR, KILLALEA, TOM
On an employer assignment, the assignors are typically the inventors.