Construction and Application of Academic Knowledge Map in Colleges and Universities Based on Neo4j
LI Dongya
BAI Tao
Abstract：In recent years,the knowledge map has been widely used in various vertical fields.Taking the academic papers of university researchers as an example,the paper constructs the academic relationship triplet through artificial knowledge extraction,and constructs the academic knowledge map based on Neo4j map database,realizing the visual application and analysis of research-ers and relationship information.The graph data science library(GDS)of Neo4j is used to complete the community discovery algo-rithm and centrality algorithm,analyze the community distribution and influence of different researchers,provide a reference for fu-ture applications based on the map of academic knowledge,and facilitate researchers to understand the research results and academ-ic teams in their fields.
Keywords：knowledge mapNeo4jfigure databaseacademic relationship analysis
Publication Date：2025-10-20
Online Publishing Date：2026-01-16(First online date of this platform, not the publication date of the document)
Pages：7( 2739-2745 )