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:
Aug. 08, 2017

Filed:

Jul. 06, 2009
Applicants:

Xiaoyuan Wu, Shanghai, CN;

Alvaro Bolivar, San Francisco, CA (US);

Inventors:

Xiaoyuan Wu, Shanghai, CN;

Alvaro Bolivar, San Francisco, CA (US);

Assignee:

PAYPAL, INC., San Jose, CA (US);

Attorney:
Primary Examiner:
Assistant Examiner:
Int. Cl.
CPC ...
G06Q 30/00 (2012.01); G06N 5/02 (2006.01); G06F 15/18 (2006.01); G06Q 10/00 (2012.01); G06F 17/30 (2006.01); G06Q 10/06 (2012.01); G06Q 30/06 (2012.01);
U.S. Cl.
CPC ...
G06F 17/3053 (2013.01); G06Q 10/06375 (2013.01); G06Q 30/00 (2013.01); G06Q 30/0631 (2013.01);
Abstract

A method and a system are disclosed for predicting sales of item listings on a network-based system. For example, historical transaction data generated by the network-based system is accessed to create a prediction model. A feature predictive of an item being sold through the network-based system is selected. A training set is created by extracting the predictive feature from the historical transaction data. The prediction model is trained based on the training data set to predict the probability of an item listing being sold through the network-based system. The prediction model is used to rank search results, and the search results can be presented through the network-based system.


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