This invention provides a method and
system for attendance management based on multi-dimensional
data verification, relating to the field of attendance
data processing technology. The method includes: acquiring multi-
source data of employees within the attendance period; cleaning and
parsing the data to generate a set of attendance events to be verified, each with a
timestamp and source identifier; determining the basic attendance type based on attendance rules and scheduling information; calling a multi-dimensional
verification model to perform weighted fusion analysis on mobile terminal positioning,
access control direction,
network connection characteristics, and frequency of operational behaviors at the same
timestamp, calculating an on-duty
confidence score, and marking any
score below a threshold as a questionable attendance event; triggering the
verification process by pushing a
verification request to the employee's terminal, receiving feedback data including real-time positioning and on-site images, correcting questionable events, and generating a calibrated attendance
record. This invention solves the problems of existing attendance management data having a single dimension, difficulty in accurately verifying on-duty status, and a lack of real-time and accurate verification.