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Volumn 9642, Issue , 2016, Pages 133-146

Entity matching across multiple heterogeneous data sources

Author keywords

Entity matching; Exponential family; Locality sensitive hashing

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTER SCIENCE; COMPUTERS;

EID: 84962431730     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-319-32025-0_9     Document Type: Conference Paper
Times cited : (26)

References (27)
  • 3
    • 0242456811 scopus 로고    scopus 로고
    • Interactive deduplication using active learning
    • Sarawagi, S., Bhamidipaty, A.: Interactive deduplication using active learning. In: ACM SIGKDD, pp. 269-278 (2002)
    • (2002) ACM SIGKDD , pp. 269-278
    • Sarawagi, S.1    Bhamidipaty, A.2
  • 4
    • 0024863169 scopus 로고
    • The inter-database instance identification problem in integrating autonomous systems
    • IEEE
    • Wang, Y.R., Madnick, S.E.: The inter-database instance identification problem in integrating autonomous systems. In: Data Eng, pp. 46-55. IEEE (1989)
    • (1989) Data Eng , pp. 46-55
    • Wang, Y.R.1    Madnick, S.E.2
  • 5
    • 84976856849 scopus 로고
    • The merge/purge problem for large databases
    • Hernandez, M.A., Stolfo, S.J.: The merge/purge problem for large databases. In: SIGMOD, pp. 127-138 (1995)
    • (1995) SIGMOD , pp. 127-138
    • Hernandez, M.A.1    Stolfo, S.J.2
  • 6
    • 33846320077 scopus 로고    scopus 로고
    • Supporting efficient record linkage for large data sets using mapping techniques
    • Jin, L., Li, C., Mehrotra, S.: Supporting efficient record linkage for large data sets using mapping techniques. World Wide Web 9(4), 557-584 (2006)
    • (2006) World Wide Web , vol.9 , Issue.4 , pp. 557-584
    • Jin, L.1    Li, C.2    Mehrotra, S.3
  • 7
    • 84892808316 scopus 로고    scopus 로고
    • Incremental entity resolution on rules and data
    • Whang, S.E., Garcia-Molina, H.: Incremental entity resolution on rules and data. VLDB J. 23(1), 77-102 (2014)
    • (2014) VLDB J , vol.23 , Issue.1 , pp. 77-102
    • Whang, S.E.1    Garcia-Molina, H.2
  • 8
    • 83055179213 scopus 로고    scopus 로고
    • Block-based load balancing for entity resolution with MapReduce
    • Kolb, L., Thor, A., Rahm, E.: Block-based load balancing for entity resolution with MapReduce. In: CIKM, pp. 2397-2400 (2011)
    • (2011) CIKM , pp. 2397-2400
    • Kolb, L.1    Thor, A.2    Rahm, E.3
  • 9
    • 83055176299 scopus 로고    scopus 로고
    • Entity resolution with evolving rules
    • Whang, S., Garcia-Molina, H.: Entity resolution with evolving rules. PVLDB 3(1), 1326-1337 (2010)
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 1326-1337
    • Whang, S.1    Garcia-Molina, H.2
  • 10
    • 84873162472 scopus 로고    scopus 로고
    • Entity resolution: Theory practice & open challenges
    • Getoor, L., Machanavajjhala, A.: Entity resolution: theory practice & open challenges. PVLDB 5(12), 2018-2019 (2012)
    • (2012) PVLDB , vol.5 , Issue.12 , pp. 2018-2019
    • Getoor, L.1    Machanavajjhala, A.2
  • 11
    • 84878044770 scopus 로고    scopus 로고
    • Entity resolution with markov logic
    • Singla, P., Domingos, P.: Entity resolution with markov logic. In: ICDM, pp. 572-582 (2006)
    • (2006) ICDM , pp. 572-582
    • Singla, P.1    Domingos, P.2
  • 12
    • 0035545848 scopus 로고    scopus 로고
    • Learning object identification rules for information integration
    • Tejada, S., Knoblock, C.A., Minton, S.: Learning object identification rules for information integration. Inf. Syst. 26(8), 607-633 (2001)
    • (2001) Inf. Syst , vol.26 , Issue.8 , pp. 607-633
    • Tejada, S.1    Knoblock, C.A.2    Minton, S.3
  • 16
    • 84947399464 scopus 로고
    • A theory for record linkage
    • Fellegi, I.P.: A theory for record linkage. J. Am. Stat. Assoc. 64(328), 1183-1210 (1969)
    • (1969) J. Am. Stat. Assoc , vol.64 , Issue.328 , pp. 1183-1210
    • Fellegi, I.P.1
  • 17
    • 84863541462 scopus 로고    scopus 로고
    • Entity matching: How similar is similar
    • Wang, J., Li, G., Yu, J.X., Feng, J.: Entity matching: how similar is similar. PVLDB 4(10), 622-633 (2011)
    • (2011) PVLDB , vol.4 , Issue.10 , pp. 622-633
    • Wang, J.1    Li, G.2    Yu, J.X.3    Feng, J.4
  • 18
    • 77952372966 scopus 로고    scopus 로고
    • Adaptive duplicate detection using learning string similarity measures
    • Bilenko, M., Mooney, R.J.: Adaptive duplicate detection using learning string similarity measures. In: ACM SIGKDD, pp. 39-48 (2003)
    • (2003) ACM SIGKDD , pp. 39-48
    • Bilenko, M.1    Mooney, R.J.2
  • 20
    • 0025736968 scopus 로고
    • Record linkage strategies. Part I: Estimating information and evaluating approaches
    • Roos, L.L., Wajda, A.: Record linkage strategies. part I: estimating information and evaluating approaches. Methods Inf. Med. 30(2), 117-123 (1991)
    • (1991) Methods Inf. Med , vol.30 , Issue.2 , pp. 117-123
    • Roos, L.L.1    Wajda, A.2
  • 21
    • 0036371278 scopus 로고    scopus 로고
    • Analysis of identifier performance using a deterministic linkage algorithm
    • Grannis, S.J, Overhage, J M, McDonald, C.J: Analysis of identifier performance using a deterministic linkage algorithm. In: AMIA (2002)
    • (2002) AMIA
    • Grannis, S.J.1    Overhage, J.M.2    McDonald, C.J.3
  • 22
    • 83055169894 scopus 로고    scopus 로고
    • Large-scale collective entity matching
    • Rastogi, V., Dalvi, N.N., Garofalakis, M.N.: Large-scale collective entity matching. PVLDB 4(4), 208-218 (2011)
    • (2011) PVLDB , vol.4 , Issue.4 , pp. 208-218
    • Rastogi, V.1    Dalvi, N.N.2    Garofalakis, M.N.3
  • 23
    • 83055197116 scopus 로고    scopus 로고
    • Scalable entity matching computation with materialization
    • Lee, S., Lee, J., Hwang, S.-W.: Scalable entity matching computation with materialization. In: CIKM, pp. 2353-2356 (2011)
    • (2011) CIKM , pp. 2353-2356
    • Lee, S.1    Lee, J.2    Hwang, S.-W.3
  • 24
    • 74649087151 scopus 로고    scopus 로고
    • Extending the Fellegi-Sunter probabilistic record linkage method for approximate field comparators
    • DuVall, S.L., Kerber, R.A., Thomas, A.: Extending the Fellegi-Sunter probabilistic record linkage method for approximate field comparators. J. Biomed. Inform. 43(1), 24-30 (2010)
    • (2010) J. Biomed. Inform , vol.43 , Issue.1 , pp. 24-30
    • Duvall, S.L.1    Kerber, R.A.2    Thomas, A.3
  • 25
    • 84890032644 scopus 로고    scopus 로고
    • A generalized Fellegi-Sunter framework for multiple record linkage with application to homicide record systems
    • Sadinle, M., Fienberg, S.E.: A generalized Fellegi-Sunter framework for multiple record linkage with application to homicide record systems. J. Am. Stat. Assoc. 108(502), 385-397 (2013)
    • (2013) J. Am. Stat. Assoc , vol.108 , Issue.502 , pp. 385-397
    • Sadinle, M.1    Fienberg, S.E.2
  • 26
    • 84962404824 scopus 로고    scopus 로고
    • C.N.L.: Collective network linkage across heterogeneous social network
    • Gao, M., Lim, E.-P., Lo, D., Zhu, F., Prasetyo, P.K., Zhou, A.: C.N.L.: Collective network linkage across heterogeneous social network. In: ICDM (2015)
    • (2015) ICDM
    • Gao, M.1    Lim, E.-P.2    Lo, D.3    Zhu, F.4    Prasetyo, P.K.5    Zhou, A.6
  • 27
    • 84920595044 scopus 로고    scopus 로고
    • A survey of indexing techniques for scalable record linkage and deduplication
    • Christen, P.: A survey of indexing techniques for scalable record linkage and deduplication. IEEE TKDE 24(9), 1537-1555 (2011)
    • (2011) IEEE TKDE , vol.24 , Issue.9 , pp. 1537-1555
    • Christen, P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.