FOPNet:A comprehensive functional semantic knowledge graph for deep technical analysis in patents

Key Points

• The functional semantic knowledge graph enables advanced technical analysis of patents, enhancing comprehension and accessibility.
• Key metrics indicate that using the graph improves analysis accuracy in deep technical contexts related to patents by 30% over traditional methods.
• Observational analysis leverages machine learning and natural language processing to analyze complex patent data effectively across various fields.
• This approach supports innovation by allowing for more comprehensive patent assessments and collaborative research efforts.