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User intention prediction method and device, electronic equipment and storage medium

A technology of user intention and prediction method, which is applied in the fields of devices, electronic equipment, user intention prediction method, and storage media, and can solve problems such as difficulty in distinguishing users

Active Publication Date: 2018-08-24
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0003] However, due to its discrete data types, it is difficult to achieve fine user distinctions and obtain detailed user preference descriptions, regardless of the way of labels or statistical values.

Method used

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  • User intention prediction method and device, electronic equipment and storage medium
  • User intention prediction method and device, electronic equipment and storage medium
  • User intention prediction method and device, electronic equipment and storage medium

Examples

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Embodiment Construction

[0029] Example embodiments will now be described more fully with reference to the accompanying drawings. Example embodiments may, however, be embodied in many forms and should not be construed as limited to the examples set forth herein; rather, these embodiments are provided so that this disclosure will be thorough and complete and fully convey the concept of example embodiments to those skilled in the art. The described features, structures, or characteristics may be combined in any suitable manner in one or more embodiments.

[0030] Furthermore, the drawings are merely schematic illustrations of the invention and are not necessarily drawn to scale. The same reference numerals in the drawings denote the same or similar parts, and thus repeated descriptions thereof will be omitted. Some of the block diagrams shown in the drawings are functional entities and do not necessarily correspond to physically or logically separate entities. These functional entities may be impleme...

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PUM

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Abstract

The invention provides a user intention prediction method and device, electronic equipment and a storage medium. The user intention prediction method comprises the following steps of: acquiring a userhistory behavior sequence, wherein the user history behavior sequence comprises a plurality of history user behavior items, and each history user behavior item comprises a history user behavior and position information for executing the history user behavior; training a user intention prediction model according to the user history behavior sequence; acquiring a user real-time behavior sequence, wherein the user real-time behavior sequence comprises a plurality of real-time user behavior items and each real-time user behavior item comprises a real-time user behavior and position information for executing the real-time user behavior; and predicting user behaviors through the user intention prediction model according to the user real-time behavior sequence. According to the method and deviceprovided by the invention, demand preferences of users can be better described.

Description

technical field [0001] The present invention relates to the technical field of computer applications, and in particular to a user intention prediction method, device, electronic equipment, and storage medium. Background technique [0002] In order to meet the user's personalized interactive experience and improve user activity and user stickiness, the interaction design and content information of the service / commodity provider's application or web page need to pay special attention to timeliness, relevance, customization, etc. In order to achieve the relevance and customization of interaction design and content information, it is first necessary to mine user needs and understand user intent. At present, there are two technical solutions for mining user intentions: one is user portraits, which require a large amount of data to label users, and then use labels to judge user interests and preferences; the other is historical behavior statistics, which Probabilistic statistics ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F17/30G06N3/08
Inventor 瞿华唐金川姚强
Owner BEIJING SANKUAI ONLINE TECH CO LTD
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