Data processing method and apparatus and computer readable storage medium

Abstract

The embodiment of the invention discloses a data processing method and apparatus and a computer readable storage medium, and the method comprises: obtaining a test duration and sampling index values corresponding to at least two test objects in an Nth round of comparison test; when the sampling index value meeting the object updating condition exists, determining an object to be updated in the dynamic test object according to the test duration; determining an object optimization algorithm according to the sampling index value of the fixed test object in each round of contrast test; according to an object optimization algorithm and the to-be-updated object, obtaining the to-be-tested object in the test object set; and updating the object to be updated in the at least two test objects as the object to be tested to obtain at least two updated test objects, and determining the at least two updated test objects as the test objects in the (N+1)th round of contrast test. By adopting the application, the data calculation amount can be saved, and the space calculation cost is reduced.

Description

technical field [0001] The present application relates to the technical field of the Internet, and in particular to a data processing method, device, and computer-readable storage medium. Background technique [0002] In order to achieve continuous development, enterprises need to continuously make effective changes to the landing products, but it is also a very risky thing to change the perfect landing products at will, so many enterprises will make decisions through AB testing. [0003] The existing AB test is to conduct experiments on the control version and at least two test versions at the same time, wherein the control version is an existing product, and the test version is a version with changed version parameters, which is used to update the control version; then observe user business in real time Data, when the experiment duration is equal to the set experiment stop duration, the experiment is stopped at the same time for the control version and at least two test ve...

AI Technical Summary

Problems solved by technology

Obviously, the existing AB test has the following defects: 1) If there are a large number of test parameters, such as the color of a certain button, which can be set to hundreds or thousands of colors, there will be hundreds or thousands of test versions. Conduct comparative tests on hundreds or thousands of test versions at the same time, which involves a large amount of data calculations and has extremely high requirements for space computing costs; 2) The actual experiment duration is equal to the fixed experiment stop duration, and the existing AB test only focuses on The final result data of the experiment, while ignoring the data during the experiment, makes the test subjects with obviously poor experimental results continue the experiment meaninglessly until the experiment duration is equal to the experiment stop duration, which will also cause a waste of computing resources

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