Mei uses AI to improve relationships by analyzing text messages
All it takes is one misinterpreted text to land you in a heap of trouble with a friend, significant other, or colleague. Even serial texters aren't immune -- studies show that most recipients fail to tell the difference between sarcasm and seriousness about 44 percent of the time. That's why Es Lee, a Harvard graduate with a degree in computer science, founded Mei, a mobile messaging startup that leverages machine learning to suss out the subtext of conversations. "One of the difficulties of maintaining relationships through text is that it's [possible] to come across as crass or rude -- even when that was never the intention," Lee told VentureBeat in a phone interview. "Emotion is lost in text messages. Mei, which launched in beta earlier this year, is built on the back of "millions" of messages sourced from the app's more than 100,000 users, data from two universities, and the dev team's own exchanges. Lee claims it's one of the largest datasets of its kind. Using natural language processing and sophisticated algorithms that take into account response time, terseness, word choice, and other factors, Mei builds a psychological profile of your texting partners. It's more nuanced than you might expect; Lee said that it's able to determine the gender and age of a person from nothing more than the types of emoji they use. Add messages to the picture, and Mei can tease out the type of relationship between two people -- and the strength of that relationship. "When you're a 25-year-old woman texting a 40-year-old man, you might think that from the one-word messages he's sending, he's not into you," Lee said. "But our data shows otherwise." In practice, Mei calculates a compatibility percentage, scoring people across five key traits -- openness, emotional control, extraversion, agreeableness, and conscientiousness -- and breaking each into subscores (e.g., "self-focused," "contrary," "respectful"). It also highlights the top characteristics they share in common, like "proudness" and "seriousness." It's much more personalized than the feedback most relationship apps are able to provide, Lee said. AI chatbots like NTT Resonant's Oshi-el are trained on common questions and answers, but Mei promises to take each of your interactions into account. "Our idea is to use aggregated data to improve relationships with people.
Aug-7-2018, 10:28:24 GMT