基于BERTopic模型的信息资源管理学位授予机构优势研究方向识别研究

打开文本图片集

Abstract：To identifytheadvantageous research directions of degree confering institutions，ageneral modelof dissertationwasestablishedbasedonBERTopicmodel，anditsfeasibilitywasdemonstratedusingdatafromthefield of information resource management asan example.This paper Used BERTopic model to conduct topic analysis on thedataoftitleand keyword，andthenidentifiedsomeadvantageousresearch directionsof thedegree conferring institutions with three indicators： publication numbers，download times，and citation times.

Keywords：BERTopic Model; Dissertation;TopicMining;ldentifying Advantageous Research Directions

1引言

在全球化知识生产与本土实践深度融合的背景下，构建自主知识体系已成为我国学科建设与学术创新的核心命题。（剩余8386字）