面向知识服务的智慧图书馆多模态数据资源知识融合模式

Knowledge Service-oriented Knowledge Fusion Model of Multimodal Data Resources in Smart Library

在概述多模态数据、知识融合相关概念的基础上,分析了智慧图书馆多模态数据资源知识源,从知识资源、知识组织、知识服务3个维度建立了面向知识服务的智慧图书馆多模态数据资源知识融合模型。基于多模态数据资源知识采集与加工、知识抽取与表示、知识聚类融合重组、知识服务与应用4个方面,阐述了多模态数据资源知识融合流程。最后,从嵌入式学科环境、科研数据支持、“资源—空间—服务”协作联动3个方面指出了智慧图书馆多模态数据资源知识融合模式的构建路径。

Based on the overview of the related concepts of multimodal data and knowledge fusion,this paper analyzes the knowledge sources of multimodal data resources in smart libraries,and establishes a knowledge service-oriented knowledge fusion model of multimodal data resources in smart libraries from the three dimensions of knowledge resources,knowledge organization,and knowledge service.Based on four aspects of knowledge collection and processing of multi-modal data resources,knowledge extraction and representation,knowledge clustering fusion reorganization,knowledge service and application,this paper describes the knowledge fusion process of multimodal data resources,and finally points out the construction path of knowledge fusion mode of multimodal data resources in smart library from three aspects:embedded academic environment,scientific research data support,and“resource-space-service”collaboration.