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This invention relates to the field of data processing technology, and in particular to a method and system for matching questions and answers in innovation and entrepreneurship coaching. It includes constructing and analyzing dynamic user profiles based on user data, and combining current coaching questions with the dynamic user profiles to classify questions and deduce the user's true intentions. Compared to existing technologies that typically rely solely on direct user questions or simple interaction history to understand needs, failing to reflect the user's true capabilities and the root causes of problems, this invention systematically integrates multi-source information such as user-uploaded project documents and historical behavioral data. Through attribution analysis and capability assessment models, it dynamically constructs a structured profile containing capability maps, core challenges, and their root causes. This approach enables the system to go beyond surface-level issues, deeply understanding the user's true situation and inherent weaknesses, laying a solid cognitive foundation for providing highly personalized coaching.