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This invention describes a system that collects data from a user's smart device, such as app usage or messages, particularly focusing on information related to users with children. It uses this data to build a profile, which is then sent to a server that recommends services based on that profile. The claims specify that the system acquires information about recommendable services from a server to form a data cluster, and for users with children, it specifically uses application, message, or contact information, and text data about having a child.
Why it matters: Filed before large language models (LLMs) were widely capable of processing diverse text and message data. Modern LLMs can now more effectively analyze the specified text and communication information to generate nuanced user profiles and service recommendations.
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