基于案例推理的突发环境事件应急管理案例库构建技术研究

Development of Establishing Technology of Abrupt Environment Accident Case Library for Emergency Management Based on Case-based Reasoning

  • 摘要: 近年来,我国突发环境污染事件事故频发,给经济社会发展造成巨大危害。通过基于案例推理的结构化层次存储和搜索技术,构建应用管理案例库,通过快速搜索查找匹配历史案例,可为决策者提供相对优化的解决方案工具。探讨了基于案例推理检索技术的信息数据库的实现途径,研究了案例库内容,进行了结构设计和系统开发,建立了基于Web技术的环境污染事故案例检索查询系统,收集整理500余件事故案例系统采用最近相邻法在案例库中检索相似案例,具有检索、修正和学习,以及统计分析等功能,可为新的突发事件应急响应提供参考。

     

    Abstract: In recent years, abrupt environmental pollution accidents occurred frequently in China, having resulted in huge hazards on socio-economic development. Through structured hierarchical storage and searching technology based on case reasoning, the emergency management application case library can be established, with which historical matching cases can be found by quick search, and then relatively optimal solution tools can be provided for the policy makers. The realization approaches of information database based on case-reasoning retrieval technology were explored. The contents of the case library were researched, the structure was designed and the system developed. Finally the case retrieval system of abrupt environmental pollution accidents based on Web technology was established, which included more than 500 cases. The system takes the nearest neighbor decoding to search similar fitting cases, possessing retrieving, correcting, studying and statistical analysis functions and so on. It can provide references for the emergency response to the newly happened abrupt environmental accidents.

     

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