Internet addiction detection device and method based on user-computer interactive events
A technology for user computers and interactive events, applied in computing, special data processing applications, instruments, etc., can solve problems such as high cost, neglect, and cumbersome detection methods for Internet addiction
Active Publication Date: 2013-11-27
NORTHEASTERN UNIV
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[0003] By consulting relevant information on Internet addiction, most of the current research work and achievements are based on psychology, sociology, medicine and other fields. Detection is blank. In fact, the computer operations that users interact with the Internet can be recorded in detail and used for analysis. This is of great value in judging Internet addiction and even discovering potential Internet addiction trends, but it is currently ignored
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[0060] A device for detecting Internet addiction based on user computer interaction events, such as figure 1 As shown, it includes simple event acquisition module, complex event generation module, time generalization and normalization processing module, frequent behavior generation sub-acquisition module, sample library construction module, data processing and detection module and early warning intervention module, among which,
[0061] Simple event collection module: used to collect user-computer interaction variables as simple events, including computer CPU usage rate, memory usage rate, number of clicks of the left mouse button per unit time, number of times of right mouse clicks per unit time, number of keyboard strokes per unit time, unit The number of pixels moved by the time mouse, network traffic and running process, and send the above input variables to the complex event generation module;
[0062] in,
[0063] The CPU is the core hardware component of the computer. ...
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The invention provides an Internet addiction detection device and method based on user-computer interactive events and belongs to the field of data mining. According to the Internet addiction detection device and method based on the user-computer interactive events, quantifiable human-computer interactive operational data are collected through Internet surfing tools which are used by a user frequently, the data are used for computing and analyzing Internet surfing behaviors of the user, accordingly whether the user has an Internet addiction can be detected, and the Internet surfing tools can be controlled effectively. According to the Internet addiction detection device and method based on the user-computer interactive events, the accuracy of Internet addiction detection can reach more than 85%, errors of existing detection methods can be effectively avoided, and the accuracy of the detection can be improved; the detection costs can be reduced, a user can carry out detection at any time, high application value to primary and secondary school students can be obtained, Internet addiction behaviors can be effectively prevented and controlled, and damage caused by Internet addiction can be reduced.
Description
technical field [0001] The invention belongs to the field of data mining, and in particular relates to an Internet addiction detection device and method based on user computer interaction events. Background technique [0002] The Internet has become an important part of modern people's lives, especially with the rise of social networks such as Facebook, Twitter, and Sina Weibo, more and more people have joined the ranks of surfing the Internet. There is no doubt that while the network brings efficient and convenient services to human society, it also brings negative and negative impacts to human society. Due to unrestrained and excessive indulging in the Internet, some Internet users have suffered physical, psychological, emotional, and moral damages, interfered with normal work, study, and life, and even induced crimes. [0003] By consulting relevant information on Internet addiction, most of the current research work and achievements are based on psychology, sociology, m...
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Inventor 于亚新王国仁杨宝栓闫珂张旭邹显鹏朱歆华许虎
Owner NORTHEASTERN UNIV