08-24-2020 01:41 PM
As you might know, software publishers, titles, and versions are not always as consistent as you would like them to be. Software publishers are not required to follow any sort of standardization for naming and versioning making reporting more of a challenge. For example, we often see Microsoft in many forms: “Microsoft,” “Microsoft Corporation,” “Microsoft Corp,” etc.
In order to make the data more useful, we are making strides to standardize the software data by leveraging rules and corrections to inform a machine learning model that is getting better with each iteration. We have some additional model training to do in the coming months. As you are in our early access program, we would like to share these preliminary results so you can see the direction we’re heading in and provide feedback.
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