Anti-cheating method based on time-frequency analysis

The invention discloses an anti-cheating method based on time-frequency analysis. The method comprises the following steps: acquiring a relationship between a media request number and request time inwebsite advertisement flow log historical data, by media, according to a request number-time distribu...

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Bibliographische Detailangaben
Hauptverfasser: ZHAO YUDI, HUANG KAIRUI, DUAN SIJIU, SHI KAN
Format: Patent
Sprache:chi ; eng
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Beschreibung
Zusammenfassung:The invention discloses an anti-cheating method based on time-frequency analysis. The method comprises the following steps: acquiring a relationship between a media request number and request time inwebsite advertisement flow log historical data, by media, according to a request number-time distribution time-domain plot, dividing the relationship into different groups according to the similaritydegree, carrying out Fourier transform on the time domain data of the media dimension, observing whether the frequency domains in different media classes are thermal noise or not or a series of ordered and regular frequencies mingled in the thermal noise, selecting media with equal-interval periodic characteristics in the frequency domain, by the difference of the frequency domain graphs, furtherdistinguishing websites with normal requests and websites with abnormal requests from the same kind of media, carrying out further subdivision analysis on the abnormal websites, searching cheating components in the abnormal web