Want to read the heart of TA? Maybe this thing can help you [Full text]

Science and Technology Developments Several research groups at Southern California University have teamed up to study a wearable device that aims to discover vital signs to help prevent conflicts between couples.


Want to read the heart of TA? Maybe this thing can help you

Couples wear a wearable sensor that records data via a smartphone and is received by the computer.
The researcher Theodora Chaspari said that by capturing physiological signals from wearable devices, it is possible to solve the problem that the naked eye cannot capture the potential information of people.
Through wearable devices for body temperature, heart activity and perspiration, as well as recording audio information, the content and intensity of the speech are detected through comprehensive assessment. The individual's emotional state can be obtained during this period. The team developed a machine-learning model that could predict early-marriage conflicts with 86% accuracy.
The main researcher Adela C. Timmons said that through the Psychology Family Research Project, the team is trying to process and analyze the large amount of data collected. It is hoped that machine learning techniques will be applied to data collection to see if it is possible to detect the possibility of conflict between husband and wife.
The next step in the process is to use the machine learning algorithm to create a model that can read human physiological information and language information. Through this model, you can make a judgment five minutes before the outbreak of a conflict between lovers.
Given the relatively high complexity of mainstream wearable devices, the software may be the first to be applied to commercial devices to track individual fitness and emotional health. With such a magic, you can easily understand his (her) heart.

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