47 karma · joined February 15, 2012
- If you have a suggestion for how this could be done with machine learning, please feel free to submit a pull request. Just keep in mind that the project only aims to catch language that can be reasonably interpreted as self-threatening.
Lastly, if you have a problem with how the project is implemented PRs are more productive than comments. It is far from perfect, but I believe it is still better than nothing at all.
If the last few posts leading up to the flagged post are classified as predominately negative (currently looking at the last 3 tweets before the flagged tweet), then we send the notification. The intuition is that if a person is comfortable enough with social to post seriously suicidal content, he or she has probably already made some preceding negative remarks.
The goal is to create a service that will prioritize self-threatening posts from people you care about above the usual noise of your social network. Publicly posted cries for help can indicate very serious intent and we just want to make sure they don't go unnoticed.
Thinking about Google Glass, I feel like the author may have picked the wrong new tech to compare to a Segway. I still wouldn't agree with it, but he would have a better argument.