Behavior prediction method and device, storage medium and electronic equipment

A forecasting method, technology of electronic equipment, applied in the field of data processing, capable of solving problems such as inaccuracy

Pending Publication Date: 2020-10-20
GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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  • Abstract
  • Description
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  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, with the rapid development of electronic equipment technology, in addition to providing basic services such as audio and video playback and web browsing, electronic equipment can also recommend routes when users go home, recommend restaurants when eating, etc. However, the electronic equipment provided These intelligent services are often assumed behaviors based on the general work and rest habits of the public. This assumed behavior is not accurate

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  • Behavior prediction method and device, storage medium and electronic equipment
  • Behavior prediction method and device, storage medium and electronic equipment
  • Behavior prediction method and device, storage medium and electronic equipment

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Embodiment Construction

[0026] Referring to the drawings, wherein the same reference numerals represent the same components, the principles of the present application are exemplified by being implemented in a suitable computing environment. The following description is based on illustrated specific embodiments of the present application, which should not be construed as limiting other specific embodiments of the present application that are not described in detail here.

[0027] With the miniaturization and intelligence of sensors, electronic devices such as mobile phones and tablet computers integrate more and more sensors, such as light sensors, distance sensors, position sensors, acceleration sensors, and gravity sensors, etc. Electronic equipment can collect more data with less power consumption through its configured sensors. At the same time, the electronic device will also collect data related to its own state and data related to the user state during operation. Generally speaking, electronic...

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Abstract

The embodiment of the invention discloses a behavior prediction method and device, a storage medium and electronic equipment. Firstly, a time series data sequence corresponding to the electronic equipment can be obtained by the electronic equipment, the time series data sequence comprises a plurality of preset types of data corresponding to different time points, data extraction is performed on the time series data sequence according to the sliding time windows with different durations then to obtain window data corresponding to each sliding time window, feature extraction is performed on thewindow data corresponding to each sliding time window to obtain features corresponding to each sliding time window, and behavior prediction is finally performed on a user according to the features corresponding to each sliding time window and a pre-trained behavior prediction model to obtain a prediction result. Therefore, the prediction of the user behavior is realized, and the intelligent service can be better provided for the user.

Description

technical field [0001] The present application relates to the technical field of data processing, and in particular to a behavior prediction method, device, storage medium and electronic equipment. Background technique [0002] At present, with the rapid development of electronic equipment technology, in addition to providing basic services such as audio and video playback and web browsing, electronic equipment can also recommend routes when users go home, recommend restaurants when eating, etc. However, the electronic equipment provided These intelligent services are often assumed behaviors based on the general work and rest habits of the public, and this assumed behavior is not accurate. For example, suppose the user's behavior at 12:00 is "eating", assuming the user's behavior at 18:00 is "going home" and so on. Therefore, if the user behavior can be accurately predicted, intelligent services can be better provided to the user. Contents of the invention [0003] Embod...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06Q10/04G06K9/62
CPCG06Q10/04G06F18/24
Inventor 陈仲铭何明
Owner GUANGDONG OPPO MOBILE TELECOMM CORP LTD
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