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Predictive display information loading algorithm based on crawlers

A technology for displaying information and predicting, which is applied in the field of predictive display information loading algorithm based on crawler, can solve the problems of waste of loading resources and loss of meaning of loading, so as to ensure accuracy, ensure smooth browsing, and reduce bandwidth usage Effect

Active Publication Date: 2020-02-14
中国人民解放军63850部队
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0002] At present, the loading algorithm is generally used to ensure the smoothness of user browsing and a way to load information in advance, and it is generally used in text browsing, video playback, and picture browsing. The above loading methods are specific to user behavior patterns. It is carried out under the premise of regularity, such as the time sequence of videos, the page number sequence of pictures and texts, so as to ensure that the bandwidth occupation is minimized and the information is loaded effectively. However, if it involves pre-loading of irregular user behaviors such as web browsing, If it cannot be judged accurately, it will cause a waste of loading resources, and the meaning of loading will be lost. If the data can be effectively pre-loaded under irregular behaviors of users, then the fluency of data usage in various other fields will be improved. very big optimization

Method used

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  • Predictive display information loading algorithm based on crawlers
  • Predictive display information loading algorithm based on crawlers
  • Predictive display information loading algorithm based on crawlers

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Embodiment Construction

[0025] The specific implementation manners of the present invention will be further described below in conjunction with the accompanying drawings, so as to make the technical solution of the present invention easier to understand and grasp.

[0026] refer to figure 1 As shown, a crawler-based predictive display information loading algorithm is used to load target content information when users browse a task, including user behavior capture strategy, behavior model construction strategy, information preloading strategy and loading execution strategy;

[0027] The user behavior capture strategy includes establishing a behavior information table corresponding to the task, the behavior information table includes user characteristics and user behavior goals, user characteristics include user information characteristics and user behavior characteristics, and the user behavior goals reflect user behavior. The next target task corresponding to the feature; the user behavior feature in...

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Abstract

The invention relates to a predictive display information loading algorithm based on crawlers, which is used for loading target content information when a user browses a task, and comprises a user behavior capture strategy, a behavior model construction strategy, an information pre-loading strategy and a loading execution strategy, the probability of executing a certain task next time by a user ispredicted by collecting user information, feeding back a rule through an ant algorithm and collecting user behaviors each time, so that the display content of the module is preloaded, smooth browsingis ensured, and more importantly, the bandwidth occupation can be reduced as much as possible by ensuring the accuracy rate.

Description

technical field [0001] The invention relates to data processing application technology, more specifically, to a crawler-based predictive display information loading algorithm. Background technique [0002] At present, the loading algorithm is generally used to ensure the smoothness of user browsing and a way to load information in advance, and it is generally used in text browsing, video playback, and picture browsing. The above loading methods are specific to user behavior patterns. It is carried out under the premise of regularity, such as the time sequence of videos, the page number sequence of pictures and texts, so as to ensure that the bandwidth occupation is reduced as much as possible and the information is loaded effectively. However, if it involves preloading of irregular user behaviors such as web browsing, If it cannot be judged accurately, it will cause a waste of loading resources, and the meaning of loading will be lost. If the data can be effectively pre-load...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/957G06F16/953
CPCG06F16/9574G06F16/953Y02D10/00
Inventor 魏五洲刘洋高峰赵海旭崔晓宇尚嘉枫陆柏霖孙博
Owner 中国人民解放军63850部队
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