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Article reverse method and device, article recommendation method and device, equipment and storage medium

A technology of article and beta distribution, applied in the direction of text database indexing, unstructured text data retrieval, instruments, etc., can solve problems such as unreasonable exploration strategy, inability to solve recommendation system, reasonable balance between article development and exploration, etc.

Pending Publication Date: 2019-10-18
深圳市雅阅科技有限公司
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Problems solved by technology

However, it is obvious that the existing method needs to manually set the hyperparameter ε, which is relatively subjective, and the laws summed up by different people are quite different, which leads to unreasonable exploration strategies and cannot solve the reasonable balance between article development and exploration in the recommendation system. The problem

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  • Article reverse method and device, article recommendation method and device, equipment and storage medium
  • Article reverse method and device, article recommendation method and device, equipment and storage medium
  • Article reverse method and device, article recommendation method and device, equipment and storage medium

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[0053] In order to enable those skilled in the art to better understand the solution of the present application, the technical solution in the embodiment of the application will be clearly and completely described below in conjunction with the accompanying drawings in the embodiment of the application. Obviously, the described embodiment is only It is a part of the embodiments of this application, not all of them. Based on the embodiments in this application, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the scope of protection of this application.

[0054]The terms "first", "second", "third", "fourth", etc. (if any) in the specification and claims of the present application and the above drawings are used to distinguish similar objects, and not necessarily Used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate circumstances such tha...

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Abstract

The invention discloses an article reverse arrangement method. The method comprises: constructing the beta distribution of each article through the artificial intelligence machine learning technology,wherein a first parameter in the beta distribution represents the number of times that the article is clicked in a statistical period, and a second parameter in the beta distribution represents the number of times that the article is displayed but not clicked in the statistical period; generating a random number for the corresponding article through the beta distribution of each article, and taking the random number as an income value corresponding to the article; and according to the revenue value corresponding to each article, inverting the article to obtain an article inversion result. Onone hand, continuous exposure of high-quality articles can be guaranteed, on the other hand, low-exposure articles can be continuously explored, and reasonable and balanced article development and exploration in a recommendation system are achieved. The invention further discloses an article recommendation method and device, equipment and a medium.

Description

technical field [0001] The present application relates to the technical field of content recommendation, and in particular to an artificial intelligence-based article inversion method, article recommendation method, device, equipment, and storage medium. Background technique [0002] Nowadays, many platforms are configured with a recommendation system, based on the recommendation system, users are recommended content that they may be interested in. The user's preference for browsing information shows the user information that may be of interest to the user on the recommendation page. [0003] The performance of the recommendation system mainly depends on the quality of article inversion and sorting. The so-called article inversion is to invert and sort the articles recommended in the recommendation system. Articles can be understood as objects recommended by the recommendation system, such as shopping Articles recommended by the platform are graphic articles of products, an...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/31G06F16/335
CPCG06F16/319G06F16/335
Inventor 张晗
Owner 深圳市雅阅科技有限公司
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