数字图书馆自动化语义标注工具系统模型研究

System Model of Digital Library Automatic Semantic Annotation Tool

【目的】分析和总结国外语义标注工具特点,构建数字图书馆资源自动化语义标注模型框架,为中文语义标注工具的设计与应用提供参考。【方法】通过归纳和分析语义标注的平台框架的技术方法,结合与国外成熟工具的比较分析,使用系统开发及模块化思想构建模型。【结果】构建包含系统输入模块、语义处理模块、本体知识模块、语义标注模块和存储模块的自动化语义标注工具的系统模型,分析整体算法思想以及自动本体标注算法思想。【局限】自动语义标注系统涉及的相关算法及改进仍在不断发展,本文仅给出主要算法思想和说明。【结论】本研究构建的自动化语义标注模型可以为中文语义标注工具设计提供借鉴。

[Objective] The authors analyze and summarize the characteristics of semantic annotation tools, construct the automatic semantic annotation model framework for digital library resources, to provide references for the design and application of Chinese semantic annotation tools. [Methods] Conclude and analyze the technology and methods of semantic annotation platform framework, combining with the comparative analysis of foreign mature tools, and introduce the system development and the idea of modularization to construct the model. [Results] The automatic semantic annotation system model includes system input module, semantic processing module, Ontology knowledge module, semantic tagging module and storage module. The overall algorithm thought and automatic labeling algorithm of Ontology thought are also analyzed. [Limitations] Relevant algorithms involved in the automatic semantic annotation model are still in development, this article only analyzes the main algorithm thoughts and instructions. [Conclusions] The automatic semantic annotation model can provide references for the design of Chinese semantic annotation tool.