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| Methodology and Tools to Enrich Sci-Tech Big Data |
Beibei Kong1,Jing Xie1,2( ),Li Qian1,2,Zhijun Chang1,2,Zhenxin Wu1,2 |
1(National Science Library, Chinese Academy of Sciences, Beijing 100190, China)
2(Department of Library, Information and Archives Management, School of Economics and Management, University of Chinese Academy of Sciences, Beijing 100190, China) |
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Abstract [Objective] This paper tries to address the issues facing sci-tech big data, such as source dispersal, low quality, and poor content. [Methods] We used value-added computing methods, such as data cleansing, entity alignment, entity field fusion, conflict detection, etc., to develop tools for the enrichment of sci-tech big data. [Results] The developed tools achieved entity data alignment at the levels of personnel, organization, conference, journal and relationship among them. The contents of the entity fields were increased by 5 to 10 times, and the entity analysis dimension was increased by 2 to 3 times. [Limitations] The timeliness and standardization of value-added data need to be optimized and improved based on service needs. [Conclusions] The proposed methods and tools enhance the knowledge discovery of the sci-tech big data and intelligent information analysis systems.
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Received: 03 December 2018
Published: 06 September 2019
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Corresponding Authors:
Jing Xie
E-mail: xiej@mail.las.ac.cn
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