基于深度学习实现案件法制审查的智能处理方法及系统

• Format: Patent
• Language: Chinese
• Published: 27.09.2024
• Subjects: CALCULATING; COMPUTING; COUNTING; DATA PROCESSING SYSTEMS OR METHODS, SPECIALLY ADAPTED FORADMINISTRATIVE, COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORYOR FORECASTING PURPOSES; ELECTRIC DIGITAL DATA PROCESSING; PHYSICS; SYSTEMS OR METHODS SPECIALLY ADAPTED FOR ADMINISTRATIVE,COMMERCIAL, FINANCIAL, MANAGERIAL, SUPERVISORY OR FORECASTINGPURPOSES, NOT OTHERWISE PROVIDED FOR

本发明涉及案件处理领域，提出了基于深度学习实现案件法制审查的智能处理方法及系统，所述方法包括：获取待审查案件并查询相关资料，进行格式转换和文本提取，得到关键文本数据,然后识别图文特征信息，将其与文本数据进行融合，得到案件综合信息，接着进行实体识别和主体关联性计算，提取关键主题信息，利用深度学习模型识别案情事实并匹配法律规则库，得到案件匹配依据，建立关联网络并制定风险评估指标，计算案件风险程度，根据关键主题信息、案件匹配依据和风险程度，进行智能审查，给出审查方案。本发明可以提高案件法制审查的审查处理效率。 The invention relates to the field of case processing, and provides an intelligent processing method and system for realizing case legal review based on deep learning, and the method comprises the steps: obtaining a to-be-reviewed case, querying related data, carrying out the format conversion and text extraction, obtaining key text data, then recognizing image-text feature information, fusing the image-text feature information with the text data, and obtaining a fusion result; performing entity identification and subject relevance calculation; extracting key subject information; utilizing a deep learning model to identify case facts and match a law rule base; obtaining a case matching basis; and performing intelligent review according to the key theme inform