【摘要】 农村档案是农村治理的重要基础工作,设计一个智能化的农村档案管理软件是解决当前农村档案工作难题的重要手段之一。关联数据为档案智能化归档和主题聚类呈现提供了技术保障,然而基于深度语义识别的应用需要大量的语料训练,开发成本很高。本文提出了通过将语义模糊的实体明确成相应的数据字典实现简单的结构化数据关联,到建立本体模型实现语义关联的轻量级技术进阶路径。同时系统又以面向深度语义识别为开发基础,有良好的升级空间。以此供当下具有不同经济条件和技术条件的乡镇作参考。更多还原

【Abstract】 Rural archives are an important basic work of rural governance, and designing an intelligent rural archives management system is one of the important means to solve the current problems of rural archives management. Linked data application provides technical support for intelligent archiving and topic clustering. However, the application based deep semantic recognition requires a great deal of material training and high developing cost. This paper proposes a ladder path of lightweight linked data application, which covers the steps from making simple structured data links by pinpointing semantically fuzzy ontologies into data dictionary, to constructing ontology models to make semantic link. At the same time, the system is developed on the basis of deep semantic recognition to has a good upgrade space. It is used as a reference for the townships with different level of economic and technical conditions.更多还原