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Adaptive recommendation explanations

a recommendation and explanation technology, applied in the field of adaptation recommendation explanations, can solve the problems of limiting the effectiveness of conveying awareness to users, and limiting the engagement of the user interface of computer-based applications

Active Publication Date: 2015-10-20
GULA CONSULTING LLC
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Benefits of technology

The present invention is a method and system for creating adaptive computer-based personalities with associated adaptive explanations for computer-generated recommendations. This invention addresses the shortcomings of prior art approaches and utilizes features of adaptive recombinant systems. The technical effects include providing personalized recommendations based on user preferences, enhancing user experience, and improving user satisfaction.

Problems solved by technology

The inability of a computer-based personality to adapt over time also forecloses the possibility of the computer-based personality exhibiting the capability of communicating to a user a sense of introspection and self-awareness with regard to changes in its personality over time, and also limits the effectiveness in conveying a sense of awareness to a user of changes in the behaviors of a user over time.
Such static personality approaches of the prior art therefore significantly limit how engaging a computer-based application's user interface can be.

Method used

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Embodiment Construction

[0019]In the following description, numerous details are set forth to provide an understanding of the present invention. However, it will be understood by those skilled in the art that the present invention may be practiced without these details and that numerous variations or modifications from the described embodiments may be possible.

[0020]A method and system for adapting computer-based personalities, including adaptive explanations associated with recommendations, as manifested through textual or audio communications, is disclosed. In some embodiments, a computer-based adaptive communication comprises one or more phrases that are automatically selected by a computer-based system, at least in part, through non-deterministic means. The frequency distribution of the plurality of potential phrases for selection in a potential adaptive communication is updated based on behaviors of the one or more recipients of a previous communication. Thus, the probabilistic selection of phrases in...

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Abstract

A method and system for generating adaptive explanations for associated recommendations is disclosed. The adaptive explanations comprise a syntactical structure and associated phrases that are selected in accordance with usage behaviors and / or inferences associated with usage behaviors. The phrases included in an adaptive explanation may be selected through application of a non-deterministic process. The adaptive explanations may be beneficially applied to recommendations that are associated with content, products, and people, including recommendations that comprise advertisements.

Description

CROSS-REFERENCE TO RELATED APPLICATIONS[0001]The present application claims priority under 35 U.S.C. §119(e) to U.S. Provisional Patent Application Ser. No. 60 / 944,516, entitled “Affinity-based Adaptive Recommendation Generation,” filed Jun. 17, 2007 and to U.S. Provisional Patent Application Ser. No. 61 / 054,141, entitled “Adaptive Computer-based Personalities,” filed May 17, 2008 and is a continuation-in-part of U.S. patent application Ser. No. 11 / 419,554 entitled “Adaptive Self-Modifying and Recombinant Systems” filed on May 22, 2006, which claimed priority under 35 U.S.C. §119 to PCT International Application No. PCT / US2004 / 037176, which claimed priority under 35 U.S.C. §119(e) to U.S. Provisional Patent Application Ser. No. 60 / 525,120, entitled “A Method and System for Adaptive Fuzzy Networks,” filed Nov. 28, 2003.The present application is a reissue of U.S. patent application Ser. No. 12 / 139,486, filed Jun. 15, 2008, now U.S. Pat. No. 7,860,811, issued Dec. 28, 2010, entitled A...

Claims

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Application Information

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Patent Type & Authority Patents(United States)
IPC IPC(8): G06F17/20G06Q30/02G06Q30/06G06F40/00G06N20/00
CPCG06N20/00G06Q30/0631G06Q30/0255
Inventor FLINN, STEVEN DENNISMONEYPENNY, NAOMI FELINA
Owner GULA CONSULTING LLC