数字图书馆论坛2025，Vol.21Issue(7)：54-62,9.DOI:10.3772/j.issn.1673-2286.2025.07.006
图书情报领域多层网络模型构建方法、应用及发展趋势
Construction Methods,Applications,and Development Trends of Multilayer Network Models in Library&Information Science
摘要
Abstract
With the explosive growth of data volume and the development of intelligent technologies such as natural language processing,Library&Information Science is confronted with increasingly complex network structures and diversified relational models,which are far beyond what a single-layer network can depict.This study aims to construct a methodological system of multilayer network models applicable to common research scenarios in Library&Information Science,with the intention of promoting the deep application of multilayer networks in this field from"case-based"to"paradigm-based".Initially,the application of traditional single-layer networks and current multilayer networks in Library&Information Science is reviewed,and the current situation of the lack of systematic discussion in their construction methods is clarified.Subsequently,a construction method for a general model of multilayer networks in Library&Information Science is proposed from three aspects:data collection,network construction,and algorithm analysis.Finally,taking data elements and data governance,smart library services,and intelligent computing in digital humanities and cultural heritage as three hot topics,this paper explains the specific applications of multilayer networks in Library&Information Science,and points out the development trends of multilayer networks in this field in terms of multimodal node expansion,network dynamics research,and network structure aggregation.关键词
图书情报/多层网络/网络构建/网络应用/发展趋势/研究方法Key words
Library&Information Science/Multilayer Network/Network Construction/Network Application/Development Trend/Research Method引用本文复制引用
白如江,牛湘荷,何颖,张新雨,刘睿琳..图书情报领域多层网络模型构建方法、应用及发展趋势[J].数字图书馆论坛,2025,21(7):54-62,9.基金项目
本研究得到国家社会科学基金一般项目"多源数据融合驱动的智慧情报感知研究"(编号:21BTQ071)、中国宇航学会委托项目"信息科技前沿技术分析"(编号:SKHX20222014)资助. （编号:21BTQ071）
