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This invention describes a personal assistant application for a computing device that helps users navigate website comments. Instead of scrolling through all comments, the app automatically groups them into topics and presents a summary interface. It can also analyze the overall sentiment (like positive or negative) for each topic, even showing it as a percentage.
Why it matters: Filed before the widespread adoption of advanced Large Language Models (LLMs). LLMs today excel at unstructured text analysis, topic extraction, summarization, and sentiment analysis, making the core functionality significantly easier and more accurate to implement than in 2016.
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