Our updates on social media provide insight into the world about our personality in general and our needs and perspectives on those issues in particular. But what if there is even a way to assess exactly how we feel when we share a picture, video or any other post? To understand this, researchers at the Open University of Catalonia in Spain have developed an algorithm that claims to be able to identify dissatisfied people by screening shared posts on social media. Researchers believe that this tool may be useful in diagnosing communication problems and mental health.
The team worked on this deep learning model for two years. Researchers have relied on the American psychiatrist William Glasser’s Choice Theory, which outlines five basic requirements for all human behavior – survival, energy, liberty, belonging and recreation. They say these requirements affect the images we choose to upload on social media platforms such as Facebook, Twitter or Instagram. The study revealed that Spanish-speaking users are more likely to mention relationship issues on social media when they are depressed than English-speaking users.
“How we present ourselves on social media provides useful information about behaviors, personalities, perspectives, motives and needs,” said Mohammed Mahdi Dehrishibi, who led the study. Said In a statement.
Dehishibi and his team of researchers analyzed 86 Instagram profiles in Spanish and Persian for the study. Published In the journal IEEE Transactions on Effective Computing. They believe that their research can help improve preventive measures, from diagnosing a person suffering from a mental health disorder to better treatment.
But how does the algorithm work? Dehrishibi illustrates this by giving an example of a cyclist climbing a mountain. After reaching the top, whether the person chooses to share a selfie or a group photo will help in understanding the person’s mood. If a person chooses a selfie, it is considered an energy requirement. If they choose the other option, it is confirmed that the person is looking for more than just entertainment, but also a way to meet their needs.
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