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Recommendation method and device and storage medium

An option and purpose technology, applied in the field of devices, storage media, and recommendation methods, can solve problems such as low recommendation accuracy, affect user experience, and inability to obtain user preference information, and achieve the effect of improving user experience and accuracy

Pending Publication Date: 2019-09-17
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

However, the existing recommendation schemes only consider the information of some of the friends of the user. However, the user does not necessarily have the same or similar preferences as these friends. It is impossible to obtain accurate user preferences only from the perspective of friends. Preference information, therefore, the existing technology has technical problems such as low item recommendation accuracy and affecting user experience

Method used

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  • Recommendation method and device and storage medium
  • Recommendation method and device and storage medium
  • Recommendation method and device and storage medium

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Embodiment Construction

[0028] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are the embodiment of the present invention Some embodiments of the technical solution, but not all embodiments. Based on the embodiments described in the present application documents, all other embodiments obtained by persons of ordinary skill in the art without creative efforts fall within the protection scope of the technical solution of the present invention.

[0029] Some concepts involved in the embodiments of the present invention are introduced below.

[0030] Deep learning: It is a new field in machine learning research. Its motivation is to establish and simulate the neural network of human brain for analysis and learning. It imitates t...

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Abstract

The invention relates to the technical field of Internet, and discloses a recommendation method and device and a storage medium, which are used for improving the accuracy of recommending a user-interested project to a user so as to improve the user experience. The method comprises the steps of obtaining candidate items to be recommended to a social platform user; aiming at at at least one target social object in each type of social relation in at least two different types of social relations of the social platform user in the social platform, respectively determining a single attention degree of the target social object to the candidate project; according to the single attention degree of each target social contact object to the candidate project, determining the comprehensive attention degree of different types of target social contact objects to the candidate project; and determining whether to recommend the candidate item to the social platform user according to the comprehensive attention.

Description

technical field [0001] The present invention relates to the technical field of the Internet, in particular to a recommendation method, device and storage medium. Background technique [0002] With the continuous development of Internet technology, various types of projects on the Internet have grown rapidly to meet the needs of users for information in the information age. Projects on the Internet refer to data information used in the Internet for user consumption, participation, and behavioral interaction. For example, commodities, articles, advertisements, and virtual information, etc. However, different users have different needs for items. However, the existing recommendation schemes only consider the information of some of the friends of the user. However, the user does not necessarily have the same or similar preferences as these friends. It is impossible to obtain accurate user preferences only from the perspective of friends. Preference information, therefore, in th...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/9536G06Q50/00
CPCG06Q50/01G06F16/9536G06N3/08G06N5/022G06N3/048G06N3/045G06F16/9535
Inventor 张旭林乐宇葛凯凯唐琳瑶刘雨丹陈鑫闫肃庄凯王伟张晶
Owner TENCENT TECH (SHENZHEN) CO LTD
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