Method for replacing abnormal traffic data

A computer program stored in a non-transitory computer-readable medium, wherein the computer program causes a processor of a computing device to perform a method for providing a user interface for replacing abnormal traffic data, the method comprising:

• displaying on the user interface a target traffic data corresponding to a first site where a replacement task will be performed;
• in response to receiving a first user input that determines a target replacement period to be replaced within the target traffic data, displaying, on the user interface, performance information of at least one of a first set of artificial intelligence models mapped to the first site, and at least one candidate inference result from a first set of candidate inference results generated by each of the first set of artificial intelligence models;
• and
• in response to receiving a second user input that selects a target inference result from the candidate inference results or a target artificial intelligence model from the first set of artificial intelligence models, displaying on the user interface a replacement result in which the abnormal traffic data is replaced with a target inference result of the target artificial intelligence model on the target traffic data;
• and
• wherein the user interface comprises a second screen for allowing a verification of the replacement task, the second screen comprising:
• a second-first area displaying a chart indicating the target replacement period to be replaced within the target traffic data;
• and
• a second-second area displaying a list for the target replacement period and the performance information for each of multiple target replacement sub periods constituting the target replacement period;
• and
• wherein the second-second area:
• displays a replacement result in which a first target replacement sub period among the multiple target replacement sub periods is replaced with a first candidate inference result corresponding to first performance information, and displays a replacement result in which a second target replacement sub period among the multiple target replacement sub periods is replaced with a second candidate inference result corresponding to second performance information, and
• wherein an artificial intelligence model corresponding to the first performance information and an artificial intelligence model corresponding to the second performance information belong to the first set of artificial intelligence models pre-stored to be mapped to the first site.

A computing device for providing a user interface for replacing abnormal traffic data, comprising:

• a processor;
• a memory;
• and
• a network unit;
• wherein the processor performs:
• displaying on the user interface the target traffic data corresponding to a first site where a replacement task will be performed;
• in response to receiving a first user input that determines a target replacement period to be replaced within the target traffic data, displaying, on the user interface, the performance information of at least one of the first set of artificial intelligence models mapped to the first site, and at least one candidate inference result from the first set of candidate inference results generated by each of the first set of artificial intelligence models;
• and
• in response to receiving a second user input that selects a target inference result from the candidate inference results or a target artificial intelligence model from the first set of artificial intelligence models, displaying on the user interface a replacement result in which the abnormal traffic data is replaced with the target inference result of the target artificial intelligence model on the target traffic data;
• wherein the user interface comprises a second screen for allowing verification of the replacement task, the second screen comprising:
• a second-first area displaying a chart indicating the target replacement period to be replaced within the target traffic data;
• and
• a second-second area displaying a list for the target replacement period and the performance information for each of multiple target replacement sub-periods constituting the target replacement period;
• wherein the second-second area:
• displays a replacement result in which a first target replacement sub-period among the multiple target replacement sub-periods is replaced with a first candidate inference result corresponding to first performance information, and displays a replacement result in which a second target replacement sub-period among the multiple target replacement sub-periods is replaced with a second candidate inference result corresponding to second performance information;
• and
• wherein an artificial intelligence model corresponding to the first performance information and an artificial intelligence model corresponding to the second performance information belong to the first set of artificial intelligence models pre-stored to be mapped to the first site.