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.
Patent No.:
Date of Patent:
Jul. 02, 2013
Filed:
Jun. 05, 2008
Sangoh Jeong, Palo Alto, CA (US);
Hyuk Cho, Austin, TX (US);
Doreen Cheng, San Jose, CA (US);
Yu Song, Pleasanton, CA (US);
Swaroop Kalasapur, Santa Clara, CA (US);
Sangoh Jeong, Palo Alto, CA (US);
Hyuk Cho, Austin, TX (US);
Doreen Cheng, San Jose, CA (US);
Yu Song, Pleasanton, CA (US);
Swaroop Kalasapur, Santa Clara, CA (US);
Samsung Electronics Co., Ltd., Suwon, KR;
Abstract
Data relating to usage patterns of the user is stored, wherein the data includes an application portion having information as to items which were used and a context portion having information as to the context in which the items were used. The data is clustered into clusters of data points and centroid are computed, wherein the centroid includes an application portion and a context portion. Clusters similar to a current context of the user are selected by comparing a data point representing the current context of the user to the context portions of one or more of the centroids. For each of one or more items, a expectation value that the user wishes to use the corresponding item is computed, based on the application portions of the selected similar clusters, wherein the expectation values are used to recommend one or more of the items.