Also By The Same Author: AKTiveAuthor, a Citation Graph Approach to Name Disambiguation


McRae-Spencer, Duncan and Shadbolt, Nigel (2006) Also By The Same Author: AKTiveAuthor, a Citation Graph Approach to Name Disambiguation. In, 6th ACM/IEEE-CS Joint Conference on Digital Libraries 2006, Chapel Hill, North Carolina, USA, 11 - 15 Jun 2006. , 53-55.

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Description/Abstract

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.

Item Type: Conference or Workshop Item (Paper)
Additional Information: Event Dates: 11-15 June 2006
Keywords: Self-citation, name disambiguation, referential integrity
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Web & Internet Science
ePrint ID: 262704
Date Deposited: 12 Jun 2006
Last Modified: 27 Mar 2014 20:06
Further Information:Google Scholar
ISI Citation Count:0
URI: http://eprints.soton.ac.uk/id/eprint/262704

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