We have a feature called AI custom field tagging. This allows you to apply AI tagging for existing drop-down menu and drop-down tree type custom fields.
The algorithm considers the custom field values or nodes that have already been applied to patent documents, using this as training data for the AI algorithm, to tag selected patents and documents automatically.
The AI deep learning model (Fast Text and TextCNN) studies the training data, taking in consideration of the Title Abstract and Claims keywords, application domain and tech topic fields to understand the meaning of the custom field value or node.
With this calculation, the custom field value is applied to the selected records.
As this is an AI model, we recommend a higher volume of existing data (existing custom fields/tagging) to increase the tagging accuracy.
This AI custom field can be applied to a maximum of 50k patent at one time and is available for our Premium Account holders.
To use AI custom field tagging you will have to start at the workspace you wish to use it on.
Here you will be able to locate the AI custom field button.
Then you will see the different options available and how to set up the AI custom field.
Once you are happy, hit the "Apply AI Tagging" at the bottom of your screen.
If you feel that the tagging is inaccurate you can edit your selections and remove any inaccurate tagging to further train the AI.
You can do this by clicking on the hyperlinked numbers under training data.
The selected patent documents that match the meaning of the custom value/node (by the AI) will be automatically tagged. A message will then inform you how many records out of the total number selected have been tagged.