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Log classification model building and action log classifying method and device

A technology of classification model and establishment method, applied in the establishment of log classification model and in the field of behavior log classification, which can solve the problems of reduced accuracy of behavior logs, inability to count and classify behavior logs, etc.

Active Publication Date: 2013-12-18
BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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AI Technical Summary

Problems solved by technology

[0003] However, due to the diversity of behavior logs, many behavior logs may lack fields such as Query or Title, making it impossible to classify fields such as Query or Title based on topics. In this way, statistics on behavior logs cannot be performed, thereby Resulted in a decrease in the accuracy of the analysis of behavioral logs

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  • Log classification model building and action log classifying method and device
  • Log classification model building and action log classifying method and device
  • Log classification model building and action log classifying method and device

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Embodiment Construction

[0082] In order to make the purpose, technical solutions and advantages of the embodiments of the present invention clearer, the technical solutions in the embodiments of the present invention will be clearly and completely described below in conjunction with the drawings in the embodiments of the present invention. Obviously, the described embodiments It is a part of embodiments 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 creative efforts fall within the protection scope of the present invention.

[0083] It should be noted that the terminals involved in the embodiments of the present invention may include but not limited to mobile phones, personal digital assistants (Personal Digital Assistant, PDA), wireless handheld devices, wireless netbooks, personal computers, portable computers, MP3 players, MP4 player etc.

[0084] In addition, the ...

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Abstract

The invention provides a log classification model building and action log classifying method and device. The method includes: acquiring at least one first candidate theme which corresponding fields of each action log in each Session section belong to according to search keywords, topics and URL (uniform resource locator) of actions logs included in each Session section, voting to determine a second candidate theme which each Session section belongs to according to the first themes to allow the second candidate theme to the theme which each action log in each Session section belongs to so as to serve as target training data. The action logs are classified on the basis of the themes, action log calculation is achieved, the problem that the action logs cannot be calculated due to the fact that many action logs are lack of fields such as Query or Title in the prior art is solved, and action log analyzing accuracy is increased.

Description

【Technical field】 [0001] The invention relates to data mining technology, in particular to a log classification model establishment, behavior log classification method and device. 【Background technique】 [0002] With the development of communication technology, the terminal integrates more and more functions, so that the system function list of the terminal includes more and more corresponding applications, for example, applications installed in the computer, third-party smart phones Installed applications (Application, APP), etc. These applications generate a large number of user behavior logs every day. Analyzing these behavior logs can determine important information such as user interest changes, sudden hot issues, product advantages and disadvantages, etc. In the prior art, in the process of analyzing the user's behavior log, it is possible to classify based on the theme through fields such as search keywords (Query) or title (Title), for example, sports, entertainment...

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F11/34
Inventor 黄世维黄硕徐倩向伟
Owner BAIDU ONLINE NETWORK TECH (BEIJIBG) CO LTD
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