基于多模态知识图谱的河姆渡文化资源库系统设计与实现  

Design of Hemudu cultural resource library system based on multimodal knowledge graph and its implementation

作　　者：宋振英 卢焕达 李天杰 王华健 杨焕勇 于欣 SONG Zhenying;LU Huanda;LI Tianjie;WANG Huajian;YANG Huanyong;YU Xin(School of Information Engineering,Dalian Ocean University,Dalian 116023,China;School of Computer and Data Engineering,Ningbo Tech University,Ningbo 315100,China;School of Computer Science and Technology,Zhejiang Sci-Tech University,Hangzhou 310018,China)

机构地区：[1]大连海洋大学信息工程学院,辽宁大连116023 [2]浙大宁波理工学院计算机与数据工程学院,浙江宁波315100 [3]浙江理工大学计算机科学与技术学院,浙江杭州310018

出　　处：《现代电子技术》2025年第2期143-147,共5页Modern Electronics Technique

基　　金：浙江省哲学社会科学规划交叉学科重点课题(22JCXK08Z);宁波市公益性科技计划项目(2021S093);浙江省文物保护科技项目(2022008);宁波市重点技术研发计划研发项目(2022Z167)。

摘　　要：以河姆渡遗址群考古报告为数据源,通过信息提取、实体链接等方法构建多模态知识图谱,并设计信息系统,实现了河姆渡文化遗产资源的数据管理和检索。参考学术论文及考古研究,设计一种河姆渡文化知识图谱的本体知识体系,并提出一种从考古报告中提取图像与知识图谱实体进行对齐的算法,实现了多模态文化资源与实体节点的精准匹配。在此基础上,开发了一个河姆渡文化资源库管理系统。该系统具有多模态检索、图谱化展示等功能,并为用户提供了交互式、可视化的数据浏览和分析工具,有助于用户更深入地理解和利用河姆渡文化遗产资源;也可为研究人员、文化机构和公众提供便捷的工具,以更好地探索和理解河姆渡文化,为文化遗产的管理、研究和教育提供了一种新的手段。By taking the archaeological report of the Hemudu site group as the data source,a multimodal knowledge graph is constructed by means of methods such as information extraction and entity linking,and an information system is designed to realize data management and retrieval of Hemudu cultural heritage resources.Based on academic papers and archaeological research,an ontology knowledge system for the Hemudu culture knowledge graph is designed,and an algorithm for aligning images and knowledge graph entities extracted from archaeological reports is proposed,achieving accurate matching of multimodal cultural resources and entity nodes.On this basis,Hemudu cultural resource library management system is developed,which has functions such as multimodal retrieval and graphical display.This system can provide users with interactive and visual data browsing and analysis tools to help users to better understand and utilize Hemudu cultural heritage resources,can provide convenient tools for researchers,cultural institutions and the public to better explore and understand the Hemudu culture,and can provide a new means for the management,research,and education of cultural heritage.

关 键 词：多模态知识图谱 河姆渡文化 资源管理 本体知识 实体链接 数据融合 

分 类 号：TN911-34[电子电信—通信与信息系统]