Spotting Trouble Online: AI and Persian Social Media

The COVID-19 pandemic led to a surge in domestic violence discussions on Persian social media. Experts didn't want to miss any signs, so they turned to AI for help. First, they used topic modeling to figure out what people were talking about. Then, they combined multiple algorithms to create a powerful tool that could instantly spot and understand posts about domestic violence. The goal was clear: to make sure they could step in and provide support before it was too late. Imagine sifting through thousands of posts manually. That would take forever! But AI makes it super fast and accurate. By using ensemble learning, researchers created a model that could read between the lines and pinpoint domestic violence topics. This isn't just about reading words but understanding the context and emotions behind them.Why is this important? Domestic violence is a serious issue that often goes unnoticed. By using AI, we can shine a light on these hidden signs and take action. It's like having a watchful eye that never misses a beat, always ready to help. But it's not just about identifying the problem. AI can also help us understand it better. By analyzing the data, we can learn more about the patterns and causes of domestic violence. This information can be used to create more effective prevention strategies and support for victims. So, the next time you scroll through social media, remember that AI is working behind the scenes to keep people safe. It's not just about technology; it's about making a real difference in people's lives.