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 |
| Item ID: | 262704 |
| Date Deposited: | 12 Jun 2006 |
| Last Modified: | 01 Mar 2012 22:42 |
| Contributors: | McRae-Spencer, Duncan (Author) Shadbolt, Nigel (Author) |
| Date: | 2006 |
| Additional Information: | Event Dates: 11-15 June 2006 |
| Status: | Published |
| Further Information: | Google Scholar |
| ISI Citation Count: | 0 |
| URI: | http://eprints.soton.ac.uk/id/eprint/262704 |
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