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Visual Knowledge Structure Reasoning with Intelligent Topic Map

机译:智能主题图的视觉知识结构推理

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摘要

This paper presents a visual knowledge structure reasoning method using Intelligent Topic Map which extends the conventional Topic Map in structure and enhances its reasoning functions. Visual knowledge structure reasoning method integrates two types of knowledge reasoning: the knowledge logical relation reasoning and the knowledge structure reasoning. The knowledge logical relation reasoning implements knowledge consistency checking and the implicit associations reasoning between knowledge points. We propose a Knowledge Unit Circle Search strategy for the knowledge structure reasoning. It implements the semantic implication extension, the semantic relevant extension and the semantic class belonging confirmation. Moreover, the knowledge structure reasoning results are visualized using ITM Toolkit. A prototype system of visual knowledge structure reasoning has been implemented and applied to the massive knowledge organization, management and service for education.
机译:本文提出了一种基于智能主题图的视觉知识结构推理方法,该方法扩展了传统主题图的结构并增强了其推理功能。视觉知识结构推理方法集成了两种类型的知识推理:知识逻辑关系推理和知识结构推理。知识逻辑关系推理实现知识一致性检查和知识点之间的隐式关联推理。我们提出了一种知识单元圈搜索策略,用于知识结构推理。它实现了语义蕴涵扩展,语义相关扩展和语义类归属确认。此外,使用ITM Toolkit可视化知识结构推理结果。视觉知识结构推理的原型系统已经实现,并已应用于大规模的知识组织,管理和教育服务。

著录项

  • 来源
    《IEICE Transactions on Information and Systems》 |2010年第10期|p.2805-2812|共8页
  • 作者

    Huimin LU; Boqin FENG; Xi CHEN;

  • 作者单位

    School of Electronic and Information Engineering, Xi'an Jiaotong University, No.28 Xianning West Road. Shaanxi 710049, China;

    rnDepartment of Machine Learning, School of Computer Science, Carnegie Mellon University, Pittsburgh 15213, USA;

    rnDepartment of Machine Learning, School of Computer Science, Carnegie Mellon University, Pittsburgh 15213, USA;

  • 收录信息 美国《科学引文索引》(SCI);美国《工程索引》(EI);
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    topic map; intelligent topic map; knowledge reasoning; knowledge visualization;

    机译:主题图;智能主题图;知识推理;知识可视化;
  • 入库时间 2022-08-18 00:27:02

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