生成式人工智能数据情报侦查决策研究——以ChatGPT为例
Decision Research on Generative Artificial Intelligence Data Intelligence Investigation—Taking ChatGPT as an Example
薛亚龙 1刘梓泞2
作者信息
- 1. 宁夏警官职业学院现代侦查技战法研究院
- 2. 宁夏警官职业学院电子数据取证研究院
- 折叠
摘要
ChatGPT凭借在情景对话理解、启发式内容生成、文本语言训练解析及模型序列任务执行等方面的超强深度机器学习,给"人工智能+"时代数据情报侦查决策创新发展带来了巨大的机遇和挑战.以ChatGPT数据情报侦查决策的研究缘起为逻辑起点,提出ChatGPT数据情报侦查决策的赋能创新,构建ChatGPT数据情报侦查决策的框架流程,探讨ChatGPT数据情报侦查决策的风险防控路径.提升多模态数据情报运算挖掘的收敛速度和增强构建数据情报侦查决策关联规则的精确性,提升多模态数据解析的生命周期和拓展数据情报侦查决策的场景应用,创新和拓展"人工智能+"时代数据情报侦查决策的新模式,推动形成ChatGPT循证引领数据情报侦查决策的新质公安战斗力.
Abstract
ChatGPT,with its super deep machine learning in the aspects of situational dialogue understanding,heuristic content generation,text language training analysis and model sequence task execution,has brought great opportunities and challenges to the innovative development of data intelligence investigation and decision making in the era of"artificial intelligence+".In view of this,the research paradigm of ChatGPT data intelligence investigation and decision making is introduced.Taking the research origin of ChatGPT data intelligence investigation decision-making as the logical starting point,this paper proposes the innovation of enabling ChatGPT data intelligence investigation decision-making,constructs the framework process of ChatGPT data intelligence investigation decision-making,and discusses the risk prevention and control path of ChatGPT data intelligence investigation decision-making.This can not only improve the convergence speed of multi-modal data intelligence operation mining and enhance the accuracy of constructing association rules for data intelligence investigation decision making,but also improve the life cycle of multi-modal data analysis and expand the scenario application of data intelligence investigation decision making,and innovate and expand the new model of data intelligence investigation decision making in the era of"artificial intelligence+".Thus,ChatGPT can achieve the new quality productivity of evidence-based data intelligence investigation decision.
关键词
ChatGPT/数据犯罪情势/情报侦查决策Key words
ChatGPT/Data Crime Situation/Intelligence Investigation Decision-Making引用本文复制引用
出版年
2024
NETL
NSTL
万方数据