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Method, apparatus, and computer readable medium for obtaining recommendation interpretation

A technology for recommending items and users, applied in the field of recommendation interpretation, which can solve problems such as expensive and time-consuming

Pending Publication Date: 2022-05-13
BEIJING YOUZHUJU NETWORK TECH CO LTD +1
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

Since user satisfaction is a subjective concept, current recommendation systems mainly rely on user research to evaluate generated explanations, which is generally expensive and time-consuming

Method used

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  • Method, apparatus, and computer readable medium for obtaining recommendation interpretation
  • Method, apparatus, and computer readable medium for obtaining recommendation interpretation
  • Method, apparatus, and computer readable medium for obtaining recommendation interpretation

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Embodiment Construction

[0020] The following will clearly and completely describe the technical solutions in the embodiments of the present disclosure with reference to the drawings in the embodiments of the present disclosure, but obviously, the described embodiments are only some of the embodiments of the present disclosure, not all of them. The following descriptions of the embodiments are only illustrative in fact, and by no means limit the present disclosure and its application or use. It should be understood that the present disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein.

[0021] It should be understood that the various steps described in the method implementations of the present disclosure may be executed in different orders, and / or executed in parallel. Additionally, method embodiments may include additional steps and / or omit performing illustrated steps. The scope of the present disclosure is not limited in this regard...

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Abstract

The invention provides a method and equipment for obtaining recommendation interpretation and a computer readable medium. The method comprises the following steps: generating recommended items by utilizing a recommendation model; calculating the approximation degree of the explained items and the recommended items; obtaining a predetermined number of explanation items from the plurality of explanation items, the degree of approximation between the predetermined number of explanation items and the recommended items being greater than the degree of approximation between other explanation items and the recommended items, the predetermined number of explanation items being recommendation explanation of the recommended items; and outputting the identification information of the predetermined number of explained articles.

Description

technical field [0001] The present disclosure relates to the technical field of recommendation explanations, and in particular to a method, device and computer-readable medium for obtaining recommendation explanations. Background technique [0002] Recommendation needs to be explainable is a new requirement for recommendation in the industry, and it is also a general trend of technology development. Interpretability research on recommender systems focuses on finding recommendation introductions that satisfy users subjectively. Since user satisfaction is a subjective concept, current recommendation systems mainly rely on user research to evaluate generated explanations, which is generally expensive and time-consuming. Therefore, the evaluation and generation of interpretability of recommender systems still needs further improvement. Contents of the invention [0003] This Summary is provided to introduce a simplified form of concepts that are described in detail later in ...

Claims

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Application Information

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IPC IPC(8): G06F16/9535G06K9/62
CPCG06F16/9535G06F18/22
Inventor 姚元舜王崇李航
Owner BEIJING YOUZHUJU NETWORK TECH CO LTD
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