메뉴 건너뛰기




Volumn 41, Issue 2, 2012, Pages 15-26

A brief survey of automatic methods for author name disambiguation

Author keywords

[No Author keywords available]

Indexed keywords

AUTOMATIC METHOD; DISAMBIGUATION METHOD; HARD PROBLEMS; NAME DISAMBIGUATION;

EID: 84871897519     PISSN: 01635808     EISSN: None     Source Type: Journal    
DOI: 10.1145/2350036.2350040     Document Type: Review
Times cited : (231)

References (51)
  • 1
    • 33645239429 scopus 로고    scopus 로고
    • Algorithms for scoring coreference chains
    • A. Bagga and B. Baldwin. Algorithms for scoring coreference chains. In LREC, pages 563-566, 1998.
    • (1998) LREC , pp. 563-566
    • Bagga, A.1    Baldwin, B.2
  • 2
    • 33745518684 scopus 로고    scopus 로고
    • Disambiguating web appearances of people in a social network
    • R. Bekkerman and A. McCallum. Disambiguating web appearances of people in a social network. In WWW, pages 463-470, 2005.
    • (2005) WWW , pp. 463-470
    • Bekkerman, R.1    McCallum, A.2
  • 3
    • 33745448357 scopus 로고    scopus 로고
    • A latent dirichlet model for unsupervised entity resolution
    • I. Bhattacharya and L. Getoor. A latent dirichlet model for unsupervised entity resolution. In SDM, 2006.
    • (2006) SDM
    • Bhattacharya, I.1    Getoor, L.2
  • 4
    • 34248229658 scopus 로고    scopus 로고
    • Collective entity resolution in relational data
    • I. Bhattacharya and L. Getoor. Collective entity resolution in relational data. ACM TKDD, 1(1), 2007.
    • ACM TKDD , vol.1 , Issue.1 , pp. 2007
    • Bhattacharya, I.1    Getoor, L.2
  • 5
    • 0141607824 scopus 로고    scopus 로고
    • Latent dirichlet allocation
    • D. M. Blei, A. Y. Ng, and M. I. Jordan. Latent dirichlet allocation. JMLR, 3:993-1022, 2003.
    • (2003) JMLR , vol.3 , pp. 993-1022
    • Blei, D.M.1    Ng, A.Y.2    Jordan, M.I.3
  • 6
    • 11144240583 scopus 로고    scopus 로고
    • A comparison of string distance metrics for name-matching tasks
    • W. W. Cohen, P. D. Ravikumar, and S. E. Fienberg. A comparison of string distance metrics for name-matching tasks. In IIWeb, pages 73-78, 2003.
    • (2003) IIWeb , pp. 73-78
    • Cohen, W.W.1    Ravikumar, P.D.2    Fienberg, S.E.3
  • 7
    • 77956384868 scopus 로고    scopus 로고
    • An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations
    • R. G. Cota, A. A. Ferreira, M. A. Gonçalves, A. H. F. Laender, and C. Nascimento. An unsupervised heuristic-based hierarchical method for name disambiguation in bibliographic citations. JASIST, 61(9):1853-1870, 2010.
    • (2010) JASIST , vol.61 , Issue.9 , pp. 1853-1870
    • Cota, R.G.1    Ferreira, A.A.2    Gonçalves, M.A.3    Laender, A.H.F.4    Nascimento, C.5
  • 8
    • 0141496132 scopus 로고    scopus 로고
    • Ultraconservative online algorithms for multiclass problems
    • K. Crammer and Y. Singer. Ultraconservative online algorithms for multiclass problems. JMLR, 3:951-991, 2003.
    • (2003) JMLR , vol.3 , pp. 951-991
    • Crammer, K.1    Singer, Y.2
  • 9
    • 51849136400 scopus 로고    scopus 로고
    • Author disambiguation using error-driven machine learning with a ranking loss function
    • A. Culotta, P. Kanani, R. Hall, M. Wick, and A. McCallum. Author disambiguation using error-driven machine learning with a ranking loss function. In IIWeb, 2007.
    • (2007) IIWeb
    • Culotta, A.1    Kanani, P.2    Hall, R.3    Wick, M.4    McCallum, A.5
  • 10
    • 84861633273 scopus 로고    scopus 로고
    • Incremental unsupervised name disambiguation in cleaned digital libraries
    • A. P. de Carvalho, A. A. Ferreira, A. H. F. Laender, and M. A. Gonçalves. Incremental unsupervised name disambiguation in cleaned digital libraries. JIDM, 2(3):289-304, 2011.
    • (2011) JIDM , vol.2 , Issue.3 , pp. 289-304
    • De Carvalho, A.P.1    Ferreira, A.A.2    Laender, A.H.F.3    Gonçalves, M.A.4
  • 12
    • 33745475729 scopus 로고    scopus 로고
    • Name reference resolution in organizational email archives
    • C. P. Diehl, L. Getoor, and G. Namata. Name reference resolution in organizational email archives. In SDM, pages 70-91, 2006.
    • (2006) SDM , pp. 70-91
    • Diehl, C.P.1    Getoor, L.2    Namata, G.3
  • 13
    • 50649119439 scopus 로고    scopus 로고
    • Non-metric affinity propagation for unsupervised image categorization
    • D. Dueck and B. J. Frey. Non-metric affinity propagation for unsupervised image categorization. In ICCV, 2007.
    • (2007) ICCV
    • Dueck, D.1    Frey, B.J.2
  • 14
    • 85170282443 scopus 로고    scopus 로고
    • A density-based algorithm for discovering clusters in large spatial databases with noise
    • M. Ester, H.-P. Kriegel, J. Sander, and X. Xu. A density-based algorithm for discovering clusters in large spatial databases with noise. In KDD, pages 226-231, 1996.
    • (1996) KDD , pp. 226-231
    • Ester, M.1    Kriegel, H.-P.2    Sander, J.3    Xu, X.4
  • 15
    • 79951738363 scopus 로고    scopus 로고
    • On graph-based name disambiguation
    • 23
    • X. Fan, J. Wang, X. Pu, L. Zhou, and B. Lv. On graph-based name disambiguation. JDIQ, 2:10:1-10:23, 2011.
    • (2011) JDIQ , vol.2 , Issue.10 , pp. 1-10
    • Fan, X.1    Wang, J.2    Pu, X.3    Zhou, L.4    Lv, B.5
  • 16
    • 77955097505 scopus 로고    scopus 로고
    • Effective self-training author name disambiguation in scholarly digital libraries
    • A. A. Ferreira, A. Veloso, M. A. Gonçalves, and A. H. F. Laender. Effective self-training author name disambiguation in scholarly digital libraries. In JCDL, pages 39-48, 2010.
    • (2010) JCDL , pp. 39-48
    • Ferreira, A.A.1    Veloso, A.2    Gonçalves, M.A.3    Laender, A.H.F.4
  • 17
    • 0033281425 scopus 로고    scopus 로고
    • Large margin classification using the perceptron algorithm
    • DOI 10.1023/A:1007662407062
    • Y. Freund and R. Schapire. Large margin classification using the perceptron algorithm. Machine learning, 37(3):277-296, 1999. (Pubitemid 32210619)
    • (1999) Machine Learning , vol.37 , Issue.3 , pp. 277-296
    • Freund, Y.1    Schapire, R.E.2
  • 20
    • 4944235920 scopus 로고    scopus 로고
    • Two supervised learning approaches for name disambiguation in author citations
    • H. Han, C. L. Giles, H. Zha, C. Li, and K. Tsioutsiouliklis. Two supervised learning approaches for name disambiguation in author citations. In JCDL, pages 296-305, 2004.
    • (2004) JCDL , pp. 296-305
    • Han, H.1    Giles, C.L.2    Zha, H.3    Li, C.4    Tsioutsiouliklis, K.5
  • 21
    • 33644522028 scopus 로고    scopus 로고
    • A hierarchical naive Bayes mixture model for name disambiguation in author citations
    • H. Han, W. Xu, H. Zha, and C. L. Giles. A hierarchical naive Bayes mixture model for name disambiguation in author citations. In SAC, pages 1065-1069, 2005.
    • (2005) SAC , pp. 1065-1069
    • Han, H.1    Xu, W.2    Zha, H.3    Giles, C.L.4
  • 22
    • 27544488429 scopus 로고    scopus 로고
    • Name disambiguation in author citations using a K-way spectral clustering method
    • Proceedings of the 5th ACM/IEEE Joint Conference on Digital Libraries - Digital Libraries: Cyberinfrastructure for Research and Education
    • H. Han, H. Zha, and C. L. Giles. Name disambiguation in author citations using a k-way spectral clustering method. In JCDL, pages 334-343, 2005. (Pubitemid 41543574)
    • (2005) Proceedings of the ACM/IEEE Joint Conference on Digital Libraries , pp. 334-343
    • Han, H.1    Zha, H.2    Giles, C.L.3
  • 26
    • 84880866959 scopus 로고    scopus 로고
    • Improving author coreference by resource-bounded information gathering from the web
    • P. Kanani, A. McCallum, and C. Pal. Improving author coreference by resource-bounded information gathering from the web. In IJCAI, pages 429-434, 2007.
    • (2007) IJCAI , pp. 429-434
    • Kanani, P.1    McCallum, A.2    Pal, C.3
  • 30
    • 0035786730 scopus 로고    scopus 로고
    • The open archives initiative: Building a low-barrier interoperability framework
    • C. Lagoze and H. V. de Sompel. The open archives initiative: building a low-barrier interoperability framework. In JCDL, pages 54-62, 2001.
    • (2001) JCDL , pp. 54-62
    • Lagoze, C.1    De Sompel, H.V.2
  • 32
    • 0034592786 scopus 로고    scopus 로고
    • IntelliClean: A knowledge-based intelligent data cleaner
    • M.-L. Lee, T. W. Ling, and W. L. Low. IntelliClean: a knowledge-based intelligent data cleaner. In KDD, pages 290-294, 2000.
    • (2000) KDD , pp. 290-294
    • Lee, M.-L.1    Ling, T.W.2    Low, W.L.3
  • 33
    • 84863558212 scopus 로고    scopus 로고
    • Evaluating the use of social networks in author name disambiguation in digital libraries
    • F. H. Levin and C. A. Heuser. Evaluating the use of social networks in author name disambiguation in digital libraries. JIDM, 1(2):183-197, 2010.
    • (2010) JIDM , vol.1 , Issue.2 , pp. 183-197
    • Levin, F.H.1    Heuser, C.A.2
  • 35
    • 47249101877 scopus 로고    scopus 로고
    • Improving grouped-entity resolution using quasi-cliques
    • B.-W. On, E. Elmacioglu, D. Lee, J. Kang, and J. Pei. Improving grouped-entity resolution using quasi-cliques. In ICDM, pages 1008-015, 2006.
    • (2006) ICDM , pp. 1008-1015
    • On, B.-W.1    Elmacioglu, E.2    Lee, D.3    Kang, J.4    Pei, J.5
  • 36
    • 70449123512 scopus 로고    scopus 로고
    • Scalable name disambiguation using multi-level graph partition
    • B.-W. On and D. Lee. Scalable name disambiguation using multi-level graph partition. In SDM, pages 575-580, 2007.
    • (2007) SDM , pp. 575-580
    • On, B.-W.1    Lee, D.2
  • 37
    • 27544460727 scopus 로고    scopus 로고
    • Comparative study of name disambiguation problem using a scalable blocking-based framework
    • Proceedings of the 5th ACM/IEEE Joint Conference on Digital Libraries - Digital Libraries: Cyberinfrastructure for Research and Education
    • B.-W. On, D. Lee, J. Kang, and P. Mitra. Comparative study of name disambiguation problem using a scalable blocking-based framework. In JCDL, pages 344-353, 2005. (Pubitemid 41543575)
    • (2005) Proceedings of the ACM/IEEE Joint Conference on Digital Libraries , pp. 344-353
    • On, B.-W.1    Kang, J.2    Lee, D.3    Mitra, P.4
  • 39
    • 0842333912 scopus 로고    scopus 로고
    • When A. Rose Is Not A. Rose: The vagaries of author searching
    • DOI 10.1300/J115v22n04-01
    • C. L. Scoville, E. D. Johnson, and A. L. McConnell, When A. Rose is not A. Rose: the vagaries of author searching. Medical Reference Services Quaterly, 22(4):1-11, 2003. (Pubitemid 38184101)
    • (2003) Medical Reference Services Quarterly , vol.22 , Issue.4 , pp. 1-11
    • Scoville, C.L.1    Johnson, E.D.2    McConnell, A.L.3
  • 40
    • 67649669734 scopus 로고    scopus 로고
    • Alatent topic model for complete entity resolution
    • L. Shu, B. Long, and W. Meng. Alatent topic model for complete entity resolution. In ICDE, pages 880-891, 2009.
    • (2009) ICDE , pp. 880-891
    • Shu, L.1    Long, B.2    Meng, W.3
  • 41
    • 34547265054 scopus 로고    scopus 로고
    • Separating the articles of authors with the same name
    • J. M. Soler. Separating the articles of authors with the same name. Scientometrics, 72(2):281-290, 2007.
    • (2007) Scientometrics , vol.72 , Issue.2 , pp. 281-290
    • Soler, J.M.1
  • 43
    • 84860425079 scopus 로고    scopus 로고
    • A unified probabilistic framework for name disambiguation in digital library
    • J. Tang and et al. A unified probabilistic framework for name disambiguation in digital library. TKDE, 24(6):975-987, 2012.
    • (2012) TKDE , vol.24 , Issue.6 , pp. 975-987
    • Tang, J.1
  • 45
    • 73349139831 scopus 로고    scopus 로고
    • Author name disambiguation in MEDLINE
    • V. I. Torvik and N. R. Smalheiser. Author name disambiguation in MEDLINE. ACM TKDD, 3(3):1-29, 2009.
    • (2009) ACM TKDD , vol.3 , Issue.3 , pp. 1-29
    • Torvik, V.I.1    Smalheiser, N.R.2
  • 46
    • 70450273106 scopus 로고    scopus 로고
    • Disambiguating authors in academic publications using random forests
    • P. Treeratpituk and C. L. Giles. Disambiguating authors in academic publications using random forests. In JCDL, pages 39-48, 2009.
    • (2009) JCDL , pp. 39-48
    • Treeratpituk, P.1    Giles, C.L.2
  • 48
    • 35248868694 scopus 로고    scopus 로고
    • Using a knowledge base to disambiguate personal name in web search results
    • DOI 10.1145/1244002.1244188, Proceedings of the 2007 ACM Symposium on Applied Computing
    • Q. M. Vu, T. Masada, A. Takasu, and J. Adachi. Using a knowledge base to disambiguate personal name in web search results. In SAC, pages 839-843, 2007. (Pubitemid 47568400)
    • (2007) Proceedings of the ACM Symposium on Applied Computing , pp. 839-843
    • Vu, Q.M.1    Masada, T.2    Takasu, A.3    Adachi, J.4
  • 49
    • 55249127317 scopus 로고    scopus 로고
    • Author name disambiguation for citations using topic and web correlation
    • K.-H. Yang, H.-T. Peng, J.-Y. Jiang, H.-M. Lee, and J.-M. Ho. Author name disambiguation for citations using topic and web correlation. In ECDL, pages 185-196, 2008.
    • (2008) ECDL , pp. 185-196
    • Yang, K.-H.1    Peng, H.-T.2    Jiang, J.-Y.3    Lee, H.-M.4    Ho, J.-M.5
  • 50
    • 77956022829 scopus 로고    scopus 로고
    • Person name disambiguation by bootstrapping
    • M. Yoshida and et al. Person name disambiguation by bootstrapping. In SIGIR, pages 10-17, 2010.
    • (2010) SIGIR , pp. 10-17
    • Yoshida, M.1
  • 51
    • 0013246766 scopus 로고    scopus 로고
    • Spectral relaxation for K-means clustering
    • H. Zha and et al. Spectral relaxation for K-means clustering. In NIPS, pages 1057-1064, 2001.
    • (2001) NIPS , pp. 1057-1064
    • Zha, H.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.