主题性视域下中国设计学学者学术影响力的评价立场——基于LDA模型的实证研究  

Appraisal Position of Chinese Design Scholars'Academic Influence Under the Perspective of Thematicity:An Empirical Study Based on the LDA Model

作　　者：张璜 高睿 ZHANG Huang;GAO Rui

机构地区：[1]杭州师范大学,杭州311121 [2]长江职业学院,武汉430074

出　　处：《上海视觉》2024年第4期136-143,共8页Shanghai Vision

基　　金：国家社科基金艺术学重大项目“艺术学评价体系的理论与实践创新研究(21ZD11)”;浙江省教育科学规划2024年度一般规划课题“从浙江经验到中国方案:乡村美育评价体系构建研究(2024SCG017)”的阶段性研究成果;国家社科基金艺术学项目“文化的尺,中国设计乡建数据资源谱系化整理与评价体系研究(24CG214)”。

摘　　要：能否对设计学学者的学术影响力做出正确评价,是加强中国特色设计学学科评价体系建设的关键,也是提高设计学学科交流效率的重要举措,但目前关于设计学学者的学术影响力评价的研究尚处于空白阶段。本文通过中国知网抓取文献共计2182条,结合LDA模型对文献进行主题分类,并在不同主题下计算学者学术影响力。最终,得到设计学的五个研究主题趋势:“传统特色及区域文化研究”“理论与前沿探索”“门类性专题研究”“服务及用户体验研究”和“学科及教育教学研究”,并分别计算各主题下学者的hk指数与zk指数,以进行影响力评价。本研究将“主题”纳入学者学术影响力评价维度,不仅填补了研究的空缺,还弥补了单一计量评价指标的局限性,满足了中国特色设计学人才评价的“学科间性”需求。The appraisal of design scholars'academic influence is the key to strengthen the construction of the appraisal system of design discipline with Chinese characteristics,and it is also an important measure to improve the communication efficiency of design discipline;but there is stll a gap in this research.In this paper,a total of 2,182 documents are captured from CNKl,combined with the LDA model to categorize the documents into themes,and calculate the scholars'academic influence under different themes.In the end,five research theme trends in design are obtained:"Traditional characteristics and regional culture research","Theory and frontier exploration","Sectional thematic research","Service and user experience research',and'Discipline and education and teaching research",and calculate the hk index and zk index of the scholars under each theme for impact evaluation.In this study,the inclusion of"theme"in the appraisal dimension of scholars'academic influ-ence not only fills the research gap,but also makes up for the limitation of single-measure appraisal index,and meets the demand for"inter-disciplinarity"in the appraisal of design tal-ents with Chinese characteristics.

关 键 词：设计学评价 学者学术影响力 LDA模型 H指数 z指数张璜高睿 

分 类 号：J503[艺术—艺术设计]