Authormagic - An approach to author disambiguation in large-scale digital libraries

International Conference on Information and Knowledge Management, Proceedings

Volumn , Issue , 2011, Pages 2293-2296

  Weiler, Henning ^a,b   Meyer Wegener, Klaus ^a   Mele, Salvatore ^b  

^a UNIVERSITY OF ERLANGEN NUREMBERG   (Germany)

^b CERN   (Switzerland)

Author keywords

author disambiguation; digital libraries; entity resolution; knowledge management

Indexed keywords

AUTHOR DISAMBIGUATION; CITATION INFORMATION; COMPARISON METRICS; FULL-TEXT DOCUMENTS; GRAPH CLUSTERING; NOVEL INFORMATION; RESEARCH CENTER; TEST CASE;

CLUSTERING ALGORITHMS; HIGH ENERGY PHYSICS; KNOWLEDGE MANAGEMENT; METADATA;

DIGITAL LIBRARIES;

EID: 83055179225     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/2063576.2063949     Document Type: Conference Paper

References (11)

1. R. Baeza-Yates and B. Ribeiro-Neto. Modern Information Retrieval. Addison Wesley, 1999.
2. W. Cohen, P. Ravikumar, and S. Fienberg. A comparison of string distance metrics for name-matching tasks. In Proceedings of the IJCAI-2003 Workshop on Information Integration on the Web (IIWeb-03), pages 73-78. Citeseer, 2003.
3. R. G. Cota, A. A. Ferreira, C. Nascimento, M. A. Gonçalves, and A. H. F. Laender. An Unsupervised Heuristic-Based Hierarchical Method for Name Disambiguation in Bibliographic Citations. Journal of the American Society for Information Science, 61(May):1853-1870, 2010.
4. A. Culotta, P. Kanani, R. Hall, M. Wick, and A. Mccallum. Author Disambiguation using Error-driven Machine Learning with a Ranking Loss Function. In Sixth International Workshop on Information Integration on the Web (IIWeb- 07), 2007.
5. A. Dai and A. Storkey. Author disambiguation: a nonparametric topic and co-authorship model. NIPS Workshop on Applications for Topic Models Text and Beyond, pages 1-4, 2009.
6. A. A. Ferreira, A. Veloso, M. A. Gonçalves, and A. H. Laender. Effective self-training author name disambiguation in scholarly digital libraries. ACM Press, New York, New York, USA, June 2010.
7. H. Han, L. Giles, H. Zha, C. Li, and K. Tsioutsiouliklis. Two supervised learning approaches for name disambiguation in author citations. JCDL '04. ACM Press, New York, New York, USA, 2004.
8. R.-D. Heuer, A. Holtkamp, and S. Mele. Innovation in scholarly communication: Vision and projects from High-Energy Physics. Information Services and Use, 28(2):83-96, Apr. 2008.
9. I. Kang, S. Na, S. Lee, H. Jung, P. Kim, W. Sung, and J. Lee. On co-authorship for author disambiguation. Information Processing & Management, 45(1):84-97, Jan. 2009.
10. B.-W. On, E. Elmacioglu, D. Lee, J. Kang, and J. Pei. An effective approach to entity resolution problem using quasi-clique and its application to digital libraries. ACM Press, New York, New York, USA, June 2006.
11. V. Torvik and N. Smalheiser. Author name disambiguation in MEDLINE. ACM Transactions on Knowledge, 3(3):1-29, 2009.