摘要
医疗诊断专家系统是一种应用人工智能来模拟医疗专家诊断、治疗疾病的程序系统,传统软件的建模方法已经不能适应这种复杂情况。针对该问题,给出了一种基于状态的区域发现的过程挖掘方法,建立了基于费用代价、时间开销以及健康距离的路径评价模型,并结合贲门癌的治疗过程来讨论事件日志的收集整理方法,在开源的过程挖掘工具PROM中实现该方法。
Medical diagnosis expert system is a kind of system, use artificial intelligence to simulate the medical expert to diagnose and treat patient. Traditional software engineering modeling method has already can't adapt to the complex situations.For this problem,this paper presents a process modeling approach based on the state of the region.The evaluation mode is established based on cost, time cost and the distance of health.Combined with cardia cancer treatment process to analyze the collection and processing of event log. In the last, the approach aboved is implemented in the open source tools PROM.
出处
《信息通信》
2017年第3期40-43,共4页
Information & Communications
关键词
事件日志
过程挖掘
建模
评价模型
医疗诊断
event log
process mining
modeling
evaluation model
medical diagnosis
