Please wait a minute...
Data Analysis and Knowledge Discovery  2019, Vol. 3 Issue (6): 92-98    DOI: 10.11925/infotech.2096-3467.2018.0245
Current Issue | Archive | Adv Search |
Disambiguating Author Names Automatically for Institutional Repository
Wangqiang Zhang1(),Zhongming Zhu1,Yamei Li2,Linong Lu1,Wei Liu1
1(Lanzhou Information Center, Chinese Academy of Sciences, Lanzhou 730000, China)
2(ShanghaiTech University Library, Shanghai 201210, China)
Download: PDF (1241 KB)   HTML ( 7
Export: BibTeX | EndNote (RIS)      

[Objective] This paper tries to automatically finish the disambiguation of author names in institutional repositories, and then provide human intervention mechanism at the right time. [Methods] First, we analyzed the unqiue features of the author name disambiguation. Then, we constructed a general disambiguation framework for the institutional repository. [Results] Our framework achieved good results in practice with more than 99% of precision. [Limitations] We did not examine the author names without affiliation addresses, and there may be exceptions in the alias of authors and institutions. [Conclusions] This framework could effectively disambiguate author names in institutional repositories, which helps us provide more value-added services.

Key wordsInstitutional Repository      Name Disambiguation      Author Name Disambiguation      CSpace     
Received: 07 March 2018      Published: 15 August 2019

Cite this article:

Wangqiang Zhang,Zhongming Zhu,Yamei Li,Linong Lu,Wei Liu. Disambiguating Author Names Automatically for Institutional Repository. Data Analysis and Knowledge Discovery, 2019, 3(6): 92-98.

URL:     OR

[1] Authority Control of Metadata Values[EB/OL]. [2018-02-20]..
[2] ORCID Integration[EB/OL]. [2018-02-20]..
[3] CSpace[EB/OL]. [2018-02-20]. .
[4] 刘巍, 祝忠明, 张旺强, 等. 机构知识库中作者标识与作品认领机制的研究与实现[J]. 现代图书情报技术, 2014(3): 8-13.
[4] (Liu Wei, Zhu Zhongming, Zhang Wangqiang, et al.Development and Research of Author Identifier and Item Claim Service for Institutional Repository[J]. New Technology of Library and Information Service, 2014(3): 8-13.)
[5] 陈嘉勇, 周婕, 李玲, 等. 基于文献实体关系模型的高校机构知识库作者认领模式研究[J]. 情报理论与实践, 2015, 38(2): 59-63.
[5] (Chen Jiayong, Zhou Jie, Li Ling, et al.Research on Author Claim Pattern for University Institutional Repository Based on Paper-Entity Relationship Model[J]. Information Studies: Theory & Application, 2015, 38(2): 59-63.)
[6] Han H, Giles L, Zha H, et al.Two Supervised Learning Approaches for Name Disambiguation in Author Citations[C]// Proceedings of the 4th ACM/IEEE Joint Conference on Digital Libraries. New York: ACM, 2004: 296-305.
[7] Treeratpituk P, Giles C L.Disambiguating Authors in Academic Publications Using Random Forests[C]// Proceedings of the 9th ACM/IEEE- CS Joint Conference on Digital Libraries. New York: ACM, 2009: 39-48.
[8] Fan X M, Wang J Y, Pu X, et al.On Graph-based Name Disambiguation[J]. Journal of Data and Information Quality, 2011, 2(2): 23-56.
[9] Song Y, Huang J, Councill I G, et al.Efficient Topic-based Unsupervised Name Disambiguation[C]//Proceedings of the 7th ACM/IEEE – CS Joint Conference on Digital Libraries. New York: ACM, 2007: 342-351.
[10] 张雄, 陈福才, 黄瑞阳. 基于融合特征相似度的实体消歧方法研究[J]. 计算机应用研究, 2017, 34(2): 347-350, 396.
[10] (Zhang Xiong, Chen Fucai, Huang Ruiyang.Research on Entity Disambiguation Method Based on Fusion Feature Similarity[J]. Application Research of Computers, 2017, 34(2): 347-350, 396.)
[11] 肖晶, 梁冰, 张晓丹, 等. 一种面向篇级数据的作者名消歧规则和算法[J]. 现代图书情报技术, 2012(5): 55-59.
[11] (Xiao Jing, Liang Bing, Zhang Xiaodan, et al.Author Disambiguation Rules and Algorithm for Article Level Data[J]. New Technology of Library and Information Service, 2012(5): 55-59.)
[12] 上海科技大学知识管理系统[EB/OL]. [2018-02-20]. .(ShanghaiTech University Knowledge Management System)[EB/OL]. [2018-02-20].
[1] Wang Ruolin, Niu Zhendong, Lin Qika, Zhu Yifan, Qiu Ping, Lu Hao, Liu Donglei. Disambiguating Author Names with Embedding Heterogeneous Information and Attentive RNN Clustering Parameters[J]. 数据分析与知识发现, 2021, 5(8): 13-24.
[2] Lin Kerou,Wang Hao,Gong Lijuan,Zhang Baolong. Disambiguation of Chinese Author Names with Multiple Features[J]. 数据分析与知识发现, 2021, 5(4): 90-102.
[3] Shen Zhe, Wang Yi, Yao Yifan, Cheng Ying. Author Name Disambiguation Techniques for Academic Literature: A Review[J]. 数据分析与知识发现, 2020, 4(8): 15-27.
[4] Yu Chuanming,Zhong Yunci,Lin Aochen,An Lu. Author Name Disambiguation with Network Embedding[J]. 数据分析与知识发现, 2020, 4(2/3): 48-59.
[5] Zhiqiang Wu,Zhongming Zhu,Wei Liu,Sili Wang. Research and Practice on the Extension of Knowledge Analysis and Visualization Function in CSpace[J]. 数据分析与知识发现, 2019, 3(3): 112-119.
[6] Wu Zhiqiang,Zhu Zhongming,Yao Xiaona,Wang Sili. Expanding Support Ability of CSpace for Audios and Videos Resources[J]. 数据分析与知识发现, 2017, 1(9): 90-96.
[7] Wang Sili,Liu Wei,Zhu Zhongming,Wu Zhiqiang,Wang Jinping. Tracking Scientific Information with CSpace Technology[J]. 数据分析与知识发现, 2017, 1(10): 85-93.
[8] Wu Zhiqiang,Zhu Zhongming,Liu Wei,Zhang Wangqiang,Yao Xiaona. Retrieving 3D Models from Institutional Repository[J]. 数据分析与知识发现, 2017, 1(1): 73-80.
[9] Zhang Wangqiang,Zhu Zhongming,Yao Xiaona,Liu Wei. Building Institutional Repository with iSwitch Service[J]. 现代图书情报技术, 2016, 32(4): 91-96.
[10] Yang Bo, Yang Junwei, Yan Sulan. Research on Rule-based Normalization of Institution Name[J]. 现代图书情报技术, 2015, 31(6): 57-63.
[11] Yan Chaobin, Chen Jiayong, Hou Ruifang, Li Ling, Zhou Jie. Construction of University Institutional Repository: Demand-driven by Paper Index and Citation Service[J]. 现代图书情报技术, 2015, 31(5): 94-100.
[12] Bai Haiyan. Introduction of Integration Between ORCID and Institutional Repository[J]. 现代图书情报技术, 2015, 31(3): 8-17.
[13] Zhao Ruixue, Du Ruopeng. Practice on Institutional Repository of Chinese Academy of Agricultural Sciences[J]. 现代图书情报技术, 2015, 31(2): 72-77.
[14] Zhang Xiaodan, Qiao Xiaodong, Gu Liping, Yao Changqing, Chu Jingli. A Survey Analysis of the Intention of Chinese Academic Journals Toward the Institutional Repository Deposit Policies[J]. 现代图书情报技术, 2014, 30(6): 1-7.
[15] Yao Xiaoxia, Nie Hua, Ku Liping, Zhang Dongrong, Wu Yue, Wei Chengfu. Survey and Analysis of the Status on Institutional Repository in Chinese Academic and Research Libraries[J]. 现代图书情报技术, 2014, 30(5): 1-9.
  Copyright © 2016 Data Analysis and Knowledge Discovery   Tel/Fax:(010)82626611-6626,82624938