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Method and device for establishing prediction model, storage medium and electronic device

A technique for forecasting models and establishing methods, which is applied in the field of communication, and can solve problems such as inaccurate forecasting of user behaviors, incomplete correlations, and insufficient information collection, etc., to achieve effective and accurate behavior forecasting

Pending Publication Date: 2022-05-13
QINGDAO HAIER TECH +1
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  • Abstract
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  • Claims
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Problems solved by technology

[0005] Embodiments of the present invention provide a method and device for establishing a prediction model, a storage medium, and an electronic device, so as to at least solve the problem of insufficient information collection and incomplete correlation in related technologies, which lead to inaccurate prediction of user behavior by the established prediction model , can not provide users with reasonable and effective predictive behavior and other issues

Method used

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  • Method and device for establishing prediction model, storage medium and electronic device
  • Method and device for establishing prediction model, storage medium and electronic device
  • Method and device for establishing prediction model, storage medium and electronic device

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Embodiment Construction

[0024]In order to enable those skilled in the art to better understand the solutions of the present invention, the following will clearly and completely describe the technical solutions in the embodiments of the present invention in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments are only It is an embodiment of a part of the present invention, but not all embodiments. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts shall fall within the protection scope of the present invention.

[0025] It should be noted that the terms "first" and "second" in the description and claims of the present invention and the above drawings are used to distinguish similar objects, but not necessarily used to describe a specific sequence or sequence. It is to be understood that the data so used are interchangeable under appropriate c...

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Abstract

The invention discloses a prediction model establishment method and device, a storage medium and an electronic device, and the method comprises the steps: obtaining element information when a target object controls a household appliance to execute a target operation; the element information is divided into target sets, and the target sets at least comprise a user attribute information set, a time attribute information set, a position attribute information set, a context information set and an intention attribute information set; and establishing a behavior prediction model according to the user attribute information set, the time attribute information set, the position attribute information set, the context information set and the intention attribute information set, so as to predict the behavior of the target object through the behavior prediction model.

Description

technical field [0001] The present invention relates to the communication field, in particular, to a method and device for establishing a prediction model, a storage medium and an electronic device. Background technique [0002] With the continuous development of the smart home industry, people are willing to use smart home devices in more scenarios to achieve effective and convenient interaction and control between people and devices. In order to let people experience the ubiquity of smart home devices, it is necessary Multi-entry to achieve interaction with users, such as mobile APP, smart speakers, smart TV and other client devices; at the same time, it is necessary to realize more natural communication between people and their devices, and provide people with proactive and considerate recommendations and services. [0003] Existing data modeling schemes about user behavior, such as image 3 As shown in , it mainly analyzes the relationship between user characteristics an...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06F16/901G06F16/906G06F16/9535G06F16/9537
CPCG06Q10/04G06F16/9024G06F16/906G06F16/9535G06F16/9537
Inventor 刘建国胡百春
Owner QINGDAO HAIER TECH
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