Technical Paths to Academic Integrity Assurance
The platform adopts a three-layer weight reduction technology architecture: the surface layer realizes primary rewriting through synonym replacement and order adjustment; the middle layer applies deep learning models for paragraph-level semantic reconstruction; and the deep layer combines with knowledge mapping for viewpoint reorganization. After testing 2000 samples, the originality checking system (AOG-Check) can reduce the checking rate of Knowledge.com from an average of 35% to 12.7%, and the Turnitin similarity from 42% to 14.3%. The system's promised "refund for exceeding the standard" is based on an accurate grasp of academic norms. The system's "refund for exceeding the standard" policy is based on a precise grasp of academic norms, and its algorithm has been certified by ISO/ICE 19796-1 educational quality standard.
- Supports intelligent recognition of 18 types of academic misconduct
- Provide AIGC index test report (test threshold 0.85)
- Unique "academic fingerprinting" technology ensures that rewrites retain their original intent
This answer comes from the articleMagic Maker AI Essay: a writing tool to assist AI in generating original essaysThe































