I recently came across an article by Rory Cellan-Jones about a new technology from Jigsaw, a development group at Google focused on making people safer online through technology. At the time they’d just released the first alpha version of what they call The Perspective API. It’s a machine learning tool that is designed to rate a string of text (i.e. a comment) and provide you with a Toxicity Score, a number representing how toxic the text is.
The system learns by seeing how thousands of online conversations have been moderated and then scores new comments by assessing how “toxic” they are and whether similar language had led other people to leave conversations. What it’s doing is trying to improve the quality of debate and make sure people aren’t put off from joining in.
As the project is still in its infancy it doesn’t do much more than that. Still, we can use it!
Starting with the API
To get started with using the API, you’ll need to request API access from their website. I managed to get access within a few days. If you’re interested in playing with this yourself, know that you might need to wait it out until they email you back. Once you get the email saying you have access, you’ll need to log in to the Google Developer Console and get your API key. Create your credentials with the amount of security you’d like and then you’re ready to get going!
Now you’ll need to head over to the documentation on GitHub to learn a bit more about the project and find out how it actually works. The documentation includes lots of information about what features are currently available and what they’re ultimately designed to achieve. Remember: the main point of the API is to
Via: Improving Conversations using the Perspective API