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

Also By The Same Author: AKTiveAuthor, a Citation Graph Approach to Name Disambiguation
Also By The Same Author: AKTiveAuthor, a Citation Graph Approach to Name Disambiguation
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.
Self-citation, name disambiguation, referential integrity
53-55
McRae-Spencer, Duncan
5e12c74e-c6e9-42d2-8085-0b075330edfb
Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7
McRae-Spencer, Duncan
5e12c74e-c6e9-42d2-8085-0b075330edfb
Shadbolt, Nigel
5c5acdf4-ad42-49b6-81fe-e9db58c2caf7

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

Record type: Conference or Workshop Item (Paper)

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.

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More information

Published date: 2006
Additional Information: Event Dates: 11-15 June 2006
Venue - Dates: 6th ACM/IEEE-CS Joint Conference on Digital Libraries 2006, United States, 2006-06-11 - 2006-06-15
Keywords: Self-citation, name disambiguation, referential integrity
Organisations: Web & Internet Science

Identifiers

Local EPrints ID: 262704
URI: http://eprints.soton.ac.uk/id/eprint/262704
PURE UUID: 88333b02-b624-4b95-98a4-5db9369c6f81

Catalogue record

Date deposited: 12 Jun 2006
Last modified: 25 Nov 2019 21:04

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