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山西票号知识表示模型构建与知识发现研究

毋江波 朱鼎弘

数字图书馆论坛2026,Vol.22Issue(4):56-67,12.
数字图书馆论坛2026,Vol.22Issue(4):56-67,12.DOI:10.3772/j.issn.1673-2286.2026.04.006

山西票号知识表示模型构建与知识发现研究

Research on Knowledge Representation Model Construction and Knowledge Discovery of Shanxi Piaohao

毋江波 1朱鼎弘1

作者信息

  • 1. 山西大学经济与管理学院,太原 030031
  • 折叠

摘要

Abstract

The establishment of Shanxi Piaohao marked the beginning of modern Chinese financial industry.Its business models and management systems still offer valuable insights for the contemporary financial sector.Integrating scattered knowledge resources of Piaohao and constructing a systematic knowledge representation model facilitates the digital preservation,in-depth exploration and cross-domain application of Piaohao cultural heritage.This study first deeply integrates the financial ontology framework with the traditional financial knowledge of Shanxi Piaohao through the seven-step ontology construction method and builds a three-dimensional knowledge representation model of Shanxi Piaohao composed of a static ontology,a social ontology,and a dynamic ontology,covering core contents such as the organizational structure,business logic,and institutional system.Secondly,using the Protégé ontology editor and Neo4j graph database tools,builds a Piaohao knowledge graph.Finally,knowledge visualization and knowledge discovery have been achieved.This study provides a relatively comprehensive knowledge framework for the knowledge association,systematic interpretation,digital preservation,and effective development and utilization of Piaohao culture,the knowledge reasoning conducted from different perspectives,such as business processes,institutional evidence,and risk identification,demonstrates the potential of this model in discovering the value of Piaohao.

关键词

金融本体/山西票号/知识表示/知识发现

Key words

Financial Ontology/Shanxi Piaohao/Knowledge Representation/Knowledge Discovery

分类

社会科学

引用本文复制引用

毋江波,朱鼎弘..山西票号知识表示模型构建与知识发现研究[J].数字图书馆论坛,2026,22(4):56-67,12.

数字图书馆论坛

1673-2286

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