[目的/意义] 从数字图书馆资源利用与整理角度出发设计学者数据识别与学者数据库的构建方式，帮助提升数字图书馆资源建设效率与特色服务。[方法/过程] 从学者遴选与收录来源、学者描述内容及其框架、学者库构建与学者库应用方式四个方面调研国内外学者库研究及实践情况。通过分析学者特征属性，研究学者数据结构化表达方式，提出基于数字图书馆的学者库构建流程和总体框架。[结果/结论] 提出学者库构建与应用齐头并进的推进策略，强调学者库要融入科研管理过程，发动学者参与建设，增加展示与宣传效果，与人才识别相结合，服务于团队和专题资源建设；与知识管理相结合，兼顾学者存档与学者画像功能，拓展精准服务功能。
[Purpose/significance] From the perspective of the utilization and arrangement of digital library resources, this paper designs the construction mode of scholar data identification and scholar repository,which helps to improve the efficiency and characteristic service of digital library resources construction.[Method/process] This paper investigated the research and practice of scholar database at home and abroad from 4 aspects:the source of scholar selection and collection, the content and framework of scholar description, the construction and application of scholar repository. By analyzing the characteristics and attributes of scholars, studying the structured expression of scholars' data, this paper put forward the construction process and overall framework of scholar repository based on digital library.[Result/conclusion] This paper puts forward the promotion strategy of building and application of scholar repository, emphasizes that scholar repository should be integrated into the scientific research management process, mobilize scholars to participate in the construction, increase the effect of exhibition and publicity, combine with talent identification, serve the construction of team and thematic resources. It is also important to combine with knowledge management, take into account the functions of scholar archive and scholar portrait, and expand the precise service function.
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