Cost-effective on-demand associative author name disambiguation

Information Processing and Management

Volumn 48, Issue 4, 2012, Pages 680-697

  Veloso, Adriano ^a   Ferreira, Anderson A ^a   Gonçalves, Marcos André ^a   Laender, Alberto H F ^a   Meira Jr , Wagner ^a  

^a FEDERAL UNIVERSITY OF MINAS GERAIS   (Brazil)

Author keywords

Associative methods; Author name disambiguation; Digital libraries; Lazy strategies; Machine learning

Indexed keywords

COST EFFECTIVENESS; LEARNING SYSTEMS;

ASSOCIATIVE METHOD; AUTHOR NAME DISAMBIGUATIONS; DIGITAL LIBRARY SERVICES; HYPOTHESIS SPACE; LAZY STRATEGIES; NAME DISAMBIGUATION; POPULARITY DISTRIBUTION; TRAINING EXAMPLE;

DIGITAL LIBRARIES;

EID: 84861230510     PISSN: 03064573     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.ipm.2011.08.005     Document Type: Article

References (37)

1. Agrawal, R.; Imielinski, T.; Swami, A. (1993). Mining association rules between sets of items in large databases. In Proceedings of the 1993 ACM SIGMOD international conference on management of data (pp. 207-216). Washington, USA.
2. Bekkerman, R.; McCallum, A. (2005). Disambiguating web appearances of people in a social network. In Proceedings of the 14th international conference on world wide web (pp. 463-470). Chiba, Japan.
3. Bhattacharya, I.; Getoor, L. (2006). A latent dirichlet model for unsupervised entity resolution. In Proceedings of the Sixth SIAM international conference on data mining. Bethesda, MD, USA.
4. I. Bhattacharya, and L. Getoor Collective entity resolution in relational data ACM Transactions on Knowledge Discovery from Data 1 2007
5. Chang, C. -C.; Lin, C. -J. (2001). LibSVM: A library for support vector machines. Software available at < http://www.csie.ntu.edu.tw/∼cjlin/ libsvm >.
6. C. Cortes, and V. Vapnik Support-vector networks Machine Learning 20 1995 273 297
7. 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 JASIST 61 2010 1853 1870
8. Cota, R. G.; Gonçalves, M. A.; Laender, A. H. F. (2007). A heuristic-based hierarchical clustering method for author name disambiguation in digital libraries. In Proceedings of the XXII Brazilian symposium on databases (pp. 20-34). João Pessoa, Paraiba, Brazil.
9. Culotta, A.; Kanani, P.; Hall, R.; Wick, M.; McCallum, A. (2007). Author disambiguation using error-driven machine learning with a ranking loss function. In International workshop on information integration on the web. Vancouver, Canada.
10. Dhillon, I. S.; Guan, Y.; Kulis, B. (2005). A fast kernel-based multilevel algorithm for graph clustering. In Proceedings of the 11th ACM SIGKDD international conference on knowledge discovery and data mining (pp. 629-634). Chicago, Illinois, USA. (Pubitemid 43218331)
11. P. Domingos, and M. Pazzani On the optimality of the simple Bayesian classifier under zero-one loss Machine Learning 29 1997 103 137
12. Ester, M.; Kriegel, H. -P.; Sander, J.; Xu, X. (1996). A density-based algorithm for discovering clusters in large spatial databases with noise. In Proceedings of the 2nd international conference on knowledge discovery and data mining (pp. 226-231). Portland, Oregon.
13. Ferreira, A. A.; Veloso, A.; Gonçalves, M. A.; Laender, A. H. F. (2010). Effective self-training author name disambiguation in scholarly digital libraries. In Proceedings of the 2010 ACM/IEEE joint conference on digital libraries (pp. 39-48). Gold Coast, Queensland, Australia.
14. B. Goethals, and M. Zaki Advances in frequent itemset mining implementations: report on FIMI'03 SIGKDD Explorations 6 2004 109 117
15. Han, H.; Giles, C. L.; Zha, H.; Li, C.; Tsioutsiouliklis, K. (2004). Two supervised learning approaches for name disambiguation in author citations. In Proceedings of the 4th ACM/IEEE-CS joint conference on digital libraries (pp. 296-305). Tuscon, USA.
16. Han, H.; Xu, W.; Zha, H.; Giles, C. L. (2005). A hierarchical naive Bayes mixture model for name disambiguation in author citations. In Proceedings of the 2005 ACM symposium on applied computing (pp. 1065-1069). Santa Fe, New Mexico, USA.
17. Han, H.; Zha, H.; Giles, C. L. (2005). Name disambiguation in author citations using a k-way spectral clustering method. In Proceedings of the 5th ACM/IEEE joint conference on digital libraries (pp. 334-343). Denver, CO, USA. (Pubitemid 41543574)
18. Huang, J.; Ertekin, S.; Giles, C. L. (2006). Efficient name disambiguation for large-scale databases. In Proceedings of the 10th European conference on principles and practice of knowledge discovery in databases (pp. 536-544). Berlin, Germany. (Pubitemid 44617755)
19. Kanani, P.; McCallum, A.; Pal, C. (2007). Improving author coreference by resource-bounded information gathering from the web. In Proceedings of the 20th international joint conference on artificial intelligence (pp. 429-434). Hyderabad, India.
20. I.-S. Kang, S.-H. Na, S. Lee, H. Jung, P. Kim, and W.-K. Sung On co-authorship for author disambiguation Information Processing & Management 45 2009 84 97
21. D. Lee, J. Kang, P. Mitra, C.L. Giles, and B.-W. On Are your citations clean? Communications of the ACM 50 2007 33 38 (Pubitemid 350243130)
22. L. Liming, and L. Lihua Scientific publication activities of 32 countries Scientometrics 26 2005 263 273
23. Malin, B. (2005). Unsupervised name disambiguation via social network similarity. In Proceedings of the workshop on link analysis, counterterrorism, and security, at the SIAM international conference on data mining (pp. 93-102). Newport Beach, CA.
24. T.M. Mitchell Machine learning 1997 McGraw-Hill New York, NY, USA
25. On, B. -W.; Elmacioglu, E.; Lee, D.; Kang, J.; Pei, J. (2006). An effective approach to entity resolution problem using quasi-clique and its application to digital libraries. In Proceedings of the 6th ACM/IEEE-CS joint conference on digital libraries (pp. 51-52). Chapel Hill, NC, USA. (Pubitemid 46609230)
26. On, B. -W.; Lee, D. (2007). Scalable name disambiguation using multi-level graph partition. In Proceedings of the 7th SIAM international conference on data mining (pp. 575-580). Minneapolis, Minnesota, USA.
27. On, B. -W.; Lee, D.; Kang, J.; Mitra, P. (2005). Comparative study of name disambiguation problem using a scalable blocking-based framework. In Proceedings of the 5th ACM/IEEE joint conference on digital libraries (pp. 344-353). Denver, CO, USA. (Pubitemid 41543575)
28. Pereira, D. A.; Ribeiro-Neto, B. A.; Ziviani, N.; Laender, A. H. F.; Gonçalves, M. A.; Ferreira, A. A. (2009). Using web information for author name disambiguation. In Proceedings of the 2009 ACM/IEEE joint conference on digital libraries (pp. 49-58). Austin, TX, USA.
29. M.F. Porter An algorithm for suffix stripping Program 14 1980 130 137
30. Song, Y.; Huang, J.; Councill, I. G.; Li, J.; Giles, C. L. (2007). Efficient topic-based unsupervised name disambiguation. In Proceedings of the 7th ACM/IEEE joint conference on digital libraries (pp. 342-351). Vancouver, BC, Canada. (Pubitemid 350158003)
31. V.I. Torvik, M. Weeber, D.R. Swanson, and N.R. Smalheiser A probabilistic similarity metric for medline records: A model for author name disambiguation Journal of the American Society for Information Science and Technology 56 2005 140 158 (Pubitemid 40136261)
32. V.I. Torvik, and N.R. Smalheiser Author name disambiguation in medline ACM Transactions on Knowledge Discovery from Data 3 2009 1 29
33. Treeratpituk, P.; Giles, C.L. (2009). Disambiguating authors in academic publications using random forests. In Proceedings of the 2009 ACM/IEEE joint conference on digital libraries (pp. 39-48). Austin, TX, USA.
34. Veloso, A.; Meira Jr.; W.; Cristo, M.; Gonçalves, M.; Zaki, M. (2006). Multi-evidence, multi-criteria, lazy associative document classification. In Proceedings of the 2006 ACM CIKM international conference on information and knowledge management (pp. 218-227). Arlington, USA. (Pubitemid 47203569)
35. Veloso, A.; Meira Jr.; W.; Zaki, M. J. (2006). Lazy associative classification. In Proceedings of the 6th IEEE international conference on data mining (pp. 645-654). Hong Kong, China. (Pubitemid 47485843)
36. Veloso, A.; Mosrri, H.; Gonçalves, M.; Meira Jr.; W. (2008). Learning to rank at query-time using association rules. In Proceedings of the 31st annual international ACM SIGIR conference on research and development in information retrieval (pp. 267-274). Singapore.
37. Vu, Q. M.; Masada, T.; Takasu, A.; Adachi, J. (2007). Using a knowledge base to disambiguate personal name in web search results. In Proceedings of the 2007 ACM symposium on applied computing (pp. 839-843). Seoul, Korea. (Pubitemid 47568400)