Скачать или смотреть Design for the Unexpected | Deirdre Toner - Director, Worldwide Analytics at AWS

Amazon ML Solutions Lab collaborated with RallyPoint to build a machine learning model using Amazon SageMaker and anonymized public posts provided by RallyPoint. Then, mental health experts at Harvard helped train the model by annotating additional posts using Amazon SageMaker Ground Truth in order to continuously improve the accuracy of the prediction made by the model. Ongoing, RallyPoint and Harvard will continue to further refine the model while evaluating the best content (e.g., mental health programs, hotlines, support groups) and preferred method to surface information to users. In the long term, the goal of the solution will be to augment the community engagement by RallyPoint member administrators that takes place on the platform today when there is self-injurious content. This presentation will address the details of how this process unfolded and the current state of the technology. The speakers for this session will be Deirdre Toner, Dr. Matthew Nock and David Gowel.