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A Novel Method for Resolving and Completing Authors' country Affiliation Data in Bibliographic Records

Journal of Data and Information Science 2020年第3期5卷 97-115页

作者： Ba Xuan Nguyen Jesse David Dinneen Markus Luczak-Roesch School of Information Management Victoria University of WellingtonWellingtonNew Zealand Posts and Telecommunications Institute of Technology Ho Chi Minh CityVietnam Berlin School of Library and Information Science Humboldt-Universitat zu BerlinBerlinGermany Te Punaha Matatini-The New Zealand Centre of Research Excellence for Complex Systems and Networks New Zealand

Purpose: Our work seeks to overcome data quality issues related to incomplete author affiliation data in bibliographic records in order to support accurate and reliable measurement of international research collaboration(IRC).Design/methodology/approch: We propose, implement, and evaluate a method that leverages the Web-based knowledge graph Wikidata to resolve publication affiliation data to particular countries. The method is tested with general and domain-specific data ***: Our evaluation covers the magnitude of improvement, accuracy, and consistency. Results suggest the method is beneficial, reliable, and consistent, and thus a viable and improved approach to measuring *** limitations: Though our evaluation suggests the method works with both general and domain-specific bibliographic data sets, it may perform differently with data sets not tested here. Further limitations stem from the use of the R programming language and R libraries for country identification as well as imbalanced data coverage and quality in Wikidata that may also change over *** implications: The new method helps to increase the accuracy in IRC studies and provides a basis for further development into a general tool that enriches bibliographic data using the Wikidata knowledge ***: This is the first attempt to enrich bibliographic data using a peer-produced, Webbased knowledge graph like Wikidata.

关键词： International research collaboration measurement Bibliographic data country identification Knowledge graphs Wikidata Open data

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