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[1E3-GS-6-04] Using Citation Contexts for Identifying Meaningful References in Scholarly Papers
Keywords:Scholarly document processing, Bibliometrics, Citation
Citation count is the most recognized metric for measuring the impact of scholarly papers. However, cited papers contribute to a citing paper in a variety of ways. In order to accurately measure the individual impact of cited papers, it is crucial to quantify their respective degree of contribution to a citing paper. This study proposes a method to automatically identify which papers are highly meaningful to a citing paper by extracting the description of a cited paper from a citing sentence for use in identifying meaningful references. Experimental results demonstrated the effectiveness of the extracted description.
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