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Internet preference learning facility

A technology of the Internet and tools, applied in the field of collective knowledge systems, can solve problems such as outdated statistical databases

Inactive Publication Date: 2012-08-01
EBAY INC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Also, suggestions for topics change over time, and any statistical databases suggested will quickly become outdated

Method used

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  • Internet preference learning facility
  • Internet preference learning facility
  • Internet preference learning facility

Examples

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Embodiment Construction

[0059] The present invention asks questions 1320 to the user 1314, and based on the user's answers, the system can provide decisions, such as recommendations, judgments, conclusions, suggestions, and the like. Internally, the system can use machine learning to optimize which questions to ask 1320 and what decisions to make 1310 at the end of the process. The system can learn by providing feedback (whether the decision 1310 was useful) to the user of the final decision. Helpful scenarios can be augmented and associated with questions 1320 and answers 1322 posed in this manner. When a user 1314 finds a decision 1310 useful, the system remembers which questions 1320 they asked, what the answers 1322 were for each question 1320, and the system can associate these questions 1320 and answers 1322 with the final decision. These associations are the basis for machine learning that learns over time which question to ask 1320 the next time a user 1314 visits the system.

[0060] For e...

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Abstract

In embodiments of the present invention improved capabilities are described for targeting web-based responses returned to a user through the use of a computer facility by utilizing a user preference learning facility to determine preferences of a user.

Description

[0001] Cross References to Related Applications [0002] This application claims priority to: U.S. Provisional Application U.S. 61 / 233,326, filed August 12, 2009; U.S. Provisional Application U.S. 61 / 300,511, filed February 2, 2010; and US Application No. 12 / 483,768, each of which is hereby incorporated by reference in its entirety. [0003] This application is also related to the following U.S. patents: U.S. Application No. 12 / 503,263, filed July 15, 2009, as a continuation of U.S. Application No. 12 / 483,768, filed June 12, 2009, and US Application No. 12 / 503,334, filed on the 15th, each of which is hereby incorporated by reference in its entirety. technical field [0004] The present invention relates to collective knowledge systems, and more particularly to providing natural language computer-based topic suggestions based on machine learning through user interaction. Background technique [0005] On-line searches for topic suggestions represent an important application...

Claims

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Application Information

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IPC IPC(8): G06Q30/00
CPCG06Q30/02G06Q50/10
Inventor 托马斯·平克尼克里斯托弗·狄克逊马修斯·R·贾蒂斯
Owner EBAY INC
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