Bayesian model-based mobile attendance check cheating prevention big data detection method

Abstract

The invention discloses a Bayesian model-based mobile attendance check cheating prevention big data detection method, which is used for overcoming the defect of attendance check cheating in the prior art. The method comprises the following steps of building a fake clock-in-and-out cheating model; and applying the fake clock-in-and-out cheating model, wherein the operation of building the fake clock-in-and-out cheating model comprises the four steps of establishing a sample library, training the model, applying the model and optimizing the model. A big data platform is established based on hadoop+spark, data modeling and training are performed by utilizing a Bayesian model, and attendance check cheating prevention samples and model are built, so that attendance check clock-in-and-out data of users are detected in real time; and cheating personnel and fake clock-in-and-out data can be identified more accurately, so that an effective basis can be provided for daily attendance check and management, and cheating behaviors are better prevented and avoided.

Description

technical field [0001] The invention relates to a detection method for attendance prevention cheating, in particular to a Bayesian model-based mobile attendance prevention cheating big data detection method. Background technique [0002] Traditional fingerprint attendance equipment has various disadvantages in the process of enterprise use. Especially in insurance companies with a large number of field personnel, various types of personnel channels, frequent job changes, strong personnel mobility, and complex organizational structure, field check-in, queuing punch cards, attendance control, etc. have become the pain points of attendance. [0003] The existing mobile attendance check-in system, which adopts the latest Internet technology, can realize the check-in attendance, leave application and approval, and query functions on the mobile phone through the precise positioning of GPS, and meets the attendance needs of meetings, business trips, and temporary transfers. However...

AI Technical Summary

Problems solved by technology

[0005] The present invention proposes a mobile attendance anti-cheating big data detection method based on the Bayesian model, which is used to solve the defects of attendance cheating in the prior art

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