A rule-based disambiguation method using networks and content features achieves F1 scores of 0.88 for Pinyin and 0.89 for character names on 80 annotated pairs from 65k physics papers, outperforming baselines via higher recall.
Health warning: might contain multiple personalities—the problem of homonyms in thomson reuters essential science indicators.Scientometrics, 105:2259–2270
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Bridging the Language Gap in Scholarly Data I: Enhancing Author Disambiguation Algorithms for Chinese Names
A rule-based disambiguation method using networks and content features achieves F1 scores of 0.88 for Pinyin and 0.89 for character names on 80 annotated pairs from 65k physics papers, outperforming baselines via higher recall.