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Search intention recognition method and device, electronic equipment and storage medium

A technology of search intent and identification method, applied in the field of search engines, which can solve problems such as inability to meet business needs

Pending Publication Date: 2020-06-19
BEIJING SANKUAI ONLINE TECH CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

It can be seen that the existing technology cannot meet the business needs, and there is still a lot of room for improvement

Method used

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  • Search intention recognition method and device, electronic equipment and storage medium
  • Search intention recognition method and device, electronic equipment and storage medium
  • Search intention recognition method and device, electronic equipment and storage medium

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Embodiment Construction

[0041] Exemplary embodiments of the present application will be described in more detail below with reference to the accompanying drawings. Although exemplary embodiments of the present application are shown in the drawings, it should be understood that the present application may be embodied in various forms and should not be limited to the embodiments set forth herein. Rather, these embodiments are provided so that the present application can be more thoroughly understood, and the scope of the present application can be fully conveyed to those skilled in the art.

[0042] In addition to the introduction in the background technology, scheme 1) also requires manual labeling and rule formulation, poor generalization ability, and cannot cope with iterative changes in business scenarios; scheme 3) is difficult to adapt to the high requirements for accuracy and consistency scene. This application draws on the technical idea of ​​solution 2), and proposes a solution that includes ...

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Abstract

The invention discloses a search intention recognition method and device, electronic equipment and a storage medium. The method comprises the steps of obtaining search scene information associated with a search request in response to the search request; generating a composite feature for identifying a search intention according to the search scene information and the search request; and inputtingthe composite feature into a search intention recognition model, and obtaining a search intention recognition result output by the search intention recognition model. The technical scheme has the beneficial effects that the structure is simple; not only search request of interest, searching scene information associated with the searching request, such as weather, position, user behavior and the like, is concerned; the search intention recognition model based on composite modeling is utilized, the real demands of the user are predicted by referring to multiple factors, the problem that the search intention cannot be accurately recognized only according to the search request is solved, and the method is particularly suitable for life service and LBS search scenes.

Description

technical field [0001] The present application relates to the field of search engines, and specifically relates to a search intent recognition method, device, electronic equipment and storage medium. Background technique [0002] Accurately predicting users' search intentions is a crucial capability of search engines. Among them, search intent usually refers to the real needs of users behind the search behavior. For example, searching for "badminton" may be because the user wants to buy badminton equipment, or is looking for badminton venues, or learning badminton rules, etc. In this example, "purchasing equipment", "finding venues" and "learning rules" are three different types of search intents related to the search keyword "badminton". [0003] To identify the search intent, there are several common solutions in the prior art as follows: 1) Based on the rules formulated by business experts, the search intent is determined by text matching between search keywords and rule...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/953G06F16/9535
CPCG06F16/953G06F16/9535
Inventor 刘铭许鑫汪祖海王可吕梅于志安
Owner BEIJING SANKUAI ONLINE TECH CO LTD
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