一种基于大数据分析的AI创作实时监控方法及系统
By constructing semantic feature words and part-of-speech feature word libraries, storing and analyzing AI-generated text in real time, identifying part-of-speech relationship groups, extracting creative style profile block matrices, and calculating style similarity and stability, the problem of difficulty in deeply analyzing creative styles and real-time monitoring in existing technologies is solved, and efficient monitoring of the originality and security of AI creations is achieved.
Patent Information
- Authority / Receiving Office
- CN · China
- Patent Type
- Patents(China)
- Current Assignee / Owner
- SHAZHOU PROFESSIONAL INST OF TECH
- Filing Date
- 2025-06-04
- Publication Date
- 2026-07-17
AI Technical Summary
Existing AI-based creative monitoring methods are insufficient for in-depth analysis of the intrinsic characteristics of creative styles, lack real-time dynamic tracking capabilities, and cannot effectively distinguish between accidental similarities and persistent stylistic convergence.
By establishing a semantic feature word and part-of-speech feature word library, storing and labeling AI-generated text in real time, identifying semantic feature words and generating part-of-speech relationship groups based on part-of-speech feature words, constructing a creative style profile matrix, peeling off the profile block matrix through a sliding window of creation time, calculating the style similarity and stability between creative subjects, and generating early warning relationship pairs.
It enables real-time monitoring and style analysis of AI creations, effectively identifies similar behaviors among creators and issues warnings, improves the efficiency of monitoring the originality and security of AI-created content, and captures the combination relationship between semantic feature words and part-of-speech feature words as well as deep creative style patterns.
Smart Images
Figure CN120633645B_ABST