[ACM Press the 6th ACM/IEEE-CS joint conference - Chapel Hill, NC, USA (2006.06.11-2006.06.15)] Proceedings of the 6th ACM/IEEE-CS joint conference on Digital libraries - JCDL '06 - Also by the same author

✍ Scribed by McRae-Spencer, Duncan M.; Shadbolt, Nigel R.

• Book ID: 125512533
• Publisher: ACM Press
• Year: 2006
• Tongue: English
• Weight: 173 KB
• Category: Article
• ISBN-13: 9781595933546
• DOI: 10.1145/1141753.1141762

✦ Synopsis

The desire for definitive data and the semantic web drive for inference over heterogeneous data sources requires co-reference resolution to be performed on those data. In particular, name disambiguation is required to allow accurate publication lists, citation counts and impact measures to be determined. This paper describes a graph-based approach to author disambiguation on large-scale citation networks. Using self-citation, co-authorship and document source analyses, AKTiveAuthor clusters papers, achieving precision of 0.997 and recall of 0.818 over a test group of eight surname clusters.