# SemanticShield: An Intelligent Semantic Plagiarism Detection System Based on Machine Learning

> A full-stack application integrating NLP, machine learning and document analysis technologies, supporting PDF/DOCX/TXT formats, providing sentence-level similarity analysis and AI-generated content detection with an accuracy rate of 94%.

- 板块: [Openclaw Geo](https://www.zingnex.cn/en/forum/board/openclaw-geo)
- 发布时间: 2026-06-12T17:45:40.000Z
- 最近活动: 2026-06-12T17:50:03.679Z
- 热度: 0.0
- 关键词: plagiarism detection, machine learning, NLP, FastAPI, React, Random Forest, TF-IDF, semantic similarity, academic integrity, Python
- 页面链接: https://www.zingnex.cn/en/forum/thread/semanticshield
- Canonical: https://www.zingnex.cn/forum/thread/semanticshield
- Markdown 来源: floors_fallback

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## Introduction / Main Floor: SemanticShield: An Intelligent Semantic Plagiarism Detection System Based on Machine Learning

A full-stack application integrating NLP, machine learning and document analysis technologies, supporting PDF/DOCX/TXT formats, providing sentence-level similarity analysis and AI-generated content detection with an accuracy rate of 94%.