메뉴 건너뛰기




Volumn 35, Issue , 2015, Pages 102-123

An unsupervised instance matcher for schema-free RDF data

Author keywords

Instance matching; Property alignment; Schema free data; Training set generation; Unsupervised system

Indexed keywords

COMPUTER NETWORKS; SEMANTIC WEB; SOFTWARE ENGINEERING;

EID: 84948711127     PISSN: 15708268     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.websem.2015.07.002     Document Type: Article
Times cited : (27)

References (80)
  • 3
    • 0001592068 scopus 로고
    • Automatic linkage of vital records computers can be used to extract "follow-up" statistics of families from files of routine records
    • H.B. Newcombe, J.M. Kennedy, S. Axford, and A.P. James Automatic linkage of vital records computers can be used to extract "follow-up" statistics of families from files of routine records Science 130 3381 1959 954 959
    • (1959) Science , vol.130 , Issue.3381 , pp. 954-959
    • Newcombe, H.B.1    Kennedy, J.M.2    Axford, S.3    James, A.P.4
  • 4
    • 0039891959 scopus 로고    scopus 로고
    • A machine learning approach to coreference resolution of noun phrases
    • W.M. Soon, H.T. Ng, and D.C.Y. Lim A machine learning approach to coreference resolution of noun phrases Comput. Linguist. 27 4 2001 521 544
    • (2001) Comput. Linguist. , vol.27 , Issue.4 , pp. 521-544
    • Soon, W.M.1    Ng, H.T.2    Lim, D.C.Y.3
  • 5
    • 84906863676 scopus 로고    scopus 로고
    • Overview of record linkage and current research directions
    • Citeseer
    • W.E. Winkler Overview of record linkage and current research directions Bureau of the Census 2006 Citeseer
    • (2006) Bureau of the Census
    • Winkler, W.E.1
  • 7
    • 84976856849 scopus 로고
    • The merge/purge problem for large databases
    • ACM
    • M.A. Hernández, and S.J. Stolfo The merge/purge problem for large databases ACM SIGMOD Record vol.~24 1995 ACM 127 138
    • (1995) ACM SIGMOD Record , vol.24 , pp. 127-138
    • Hernández, M.A.1    Stolfo, S.J.2
  • 11
    • 84920595044 scopus 로고    scopus 로고
    • A survey of indexing techniques for scalable record linkage and deduplication
    • P. Christen A survey of indexing techniques for scalable record linkage and deduplication IEEE Trans. Knowl. Data Eng. 24 9 2012 1537 1555
    • (2012) IEEE Trans. Knowl. Data Eng. , vol.24 , Issue.9 , pp. 1537-1555
    • Christen, P.1
  • 12
    • 84908701836 scopus 로고    scopus 로고
    • Adoption of the linked data best practices in different topical domains
    • Springer
    • M. Schmachtenberg, C. Bizer, and H. Paulheim Adoption of the linked data best practices in different topical domains The Semantic Web-ISWC 2014 2014 Springer 245 260
    • (2014) The Semantic Web-ISWC 2014 , pp. 245-260
    • Schmachtenberg, M.1    Bizer, C.2    Paulheim, H.3
  • 15
    • 72649095071 scopus 로고    scopus 로고
    • Frameworks for entity matching: A comparison
    • H. Köpcke, and E. Rahm Frameworks for entity matching: A comparison Data Knowl. Eng. 69 2 2010 197 210
    • (2010) Data Knowl. Eng. , vol.69 , Issue.2 , pp. 197-210
    • Köpcke, H.1    Rahm, E.2
  • 17
    • 84890959828 scopus 로고    scopus 로고
    • Okkam: Enabling a web of entities
    • P. Bouquet, H. Stoermer, and D. Giacomuzzi Okkam: Enabling a web of entities I3 5 2007 7
    • (2007) I3 , vol.5 , pp. 7
    • Bouquet, P.1    Stoermer, H.2    Giacomuzzi, D.3
  • 18
    • 84910025894 scopus 로고    scopus 로고
    • Populating entity name systems for big data integration
    • Springer
    • M. Kejriwal Populating entity name systems for big data integration The Semantic Web-ISWC 2014 2014 Springer 521 528
    • (2014) The Semantic Web-ISWC 2014 , pp. 521-528
    • Kejriwal, M.1
  • 20
    • 78650265548 scopus 로고    scopus 로고
    • Automatic interlinking of music datasets on the semantic web
    • Y. Raimond, C. Sutton, and M.B. Sandler Automatic interlinking of music datasets on the semantic web LDOW 2008
    • (2008) LDOW
    • Raimond, Y.1    Sutton, C.2    Sandler, M.B.3
  • 21
    • 84868535756 scopus 로고    scopus 로고
    • A time-efficient hybrid approach to link discovery
    • A.-C.N. Ngomo A time-efficient hybrid approach to link discovery Ontol. Match. 2011 1
    • (2011) Ontol. Match. , pp. 1
    • Ngomo, A.-C.N.1
  • 22
    • 84908660876 scopus 로고    scopus 로고
    • Helios-execution optimization for link discovery
    • Springer
    • A.-C.N. Ngomo Helios-execution optimization for link discovery The Semantic Web-ISWC 2014 2014 Springer 17 32
    • (2014) The Semantic Web-ISWC 2014 , pp. 17-32
    • Ngomo, A.-C.N.1
  • 23
    • 84975317229 scopus 로고    scopus 로고
    • On link discovery using a hybrid approach
    • A.-C.N. Ngomo On link discovery using a hybrid approach J. Data Semant. 1 4 2012 203 217
    • (2012) J. Data Semant. , vol.1 , Issue.4 , pp. 203-217
    • Ngomo, A.-C.N.1
  • 24
    • 84861729507 scopus 로고    scopus 로고
    • Efficient multidimensional blocking for link discovery without losing recall
    • R. Isele, A. Jentzsch, and C. Bizer Efficient multidimensional blocking for link discovery without losing recall WebDB 2011
    • (2011) WebDB
    • Isele, R.1    Jentzsch, A.2    Bizer, C.3
  • 25
    • 84861724030 scopus 로고    scopus 로고
    • Eagle: Efficient active learning of link specifications using genetic programming
    • Springer
    • A.-C.N. Ngomo, and K. Lyko Eagle: Efficient active learning of link specifications using genetic programming The Semantic Web: Research and Applications 2012 Springer 149 163
    • (2012) The Semantic Web: Research and Applications , pp. 149-163
    • Ngomo, A.-C.N.1    Lyko, K.2
  • 35
    • 84919683627 scopus 로고    scopus 로고
    • A two-step blocking scheme learner for scalable link discovery
    • M. Kejriwal, and D.P. Miranker A two-step blocking scheme learner for scalable link discovery Ontology Matching 2014 49
    • (2014) Ontology Matching , pp. 49
    • Kejriwal, M.1    Miranker, D.P.2
  • 38
    • 84908680619 scopus 로고    scopus 로고
    • Unsupervised learning of link specifications: Deterministic vs. Non-deterministic
    • A.-C.N. Ngomo, and K. Lyko Unsupervised learning of link specifications: deterministic vs. non-deterministic OM 2013 25 36
    • (2013) OM , pp. 25-36
    • Ngomo, A.-C.N.1    Lyko, K.2
  • 48
    • 67651242939 scopus 로고    scopus 로고
    • Asmov: Ontology alignment with semantic validation
    • Y. Jean-Mary, M. Kabuka, Asmov: Ontology alignment with semantic validation, in: Joint SWDB-ODBIS Workshop, 2007, pp. 15-20.
    • (2007) Joint SWDB-ODBIS Workshop , pp. 15-20
    • Jean-Mary, Y.1    Kabuka, M.2
  • 49
    • 67651156071 scopus 로고    scopus 로고
    • Rimom: A dynamic multistrategy ontology alignment framework
    • J. Li, J. Tang, Y. Li, and Q. Luo Rimom: A dynamic multistrategy ontology alignment framework IEEE Trans. Knowl. Data Eng. 21 8 2009 1218 1232
    • (2009) IEEE Trans. Knowl. Data Eng. , vol.21 , Issue.8 , pp. 1218-1232
    • Li, J.1    Tang, J.2    Li, Y.3    Luo, Q.4
  • 50
    • 84868590296 scopus 로고    scopus 로고
    • Codi: Combinatorial optimization for data integration-results for oaei 2011
    • J. Huber, T. Sztyler, J. Noessner, and C. Meilicke Codi: Combinatorial optimization for data integration-results for oaei 2011 Ontology Matching 2011 134
    • (2011) Ontology Matching , pp. 134
    • Huber, J.1    Sztyler, T.2    Noessner, J.3    Meilicke, C.4
  • 51
    • 84861067655 scopus 로고    scopus 로고
    • Paris: Probabilistic alignment of relations, instances, and schema
    • F.M. Suchanek, S. Abiteboul, and P. Senellart Paris: Probabilistic alignment of relations, instances, and schema Proc. VLDB Endowment 5 3 2011 157 168
    • (2011) Proc. VLDB Endowment , vol.5 , Issue.3 , pp. 157-168
    • Suchanek, F.M.1    Abiteboul, S.2    Senellart, P.3
  • 52
    • 84868524813 scopus 로고    scopus 로고
    • A machine learning approach for instance matching based on similarity metrics
    • Springer
    • S. Rong, X. Niu, E.W. Xiang, H. Wang, Q. Yang, and Y. Yu A machine learning approach for instance matching based on similarity metrics The Semantic Web-ISWC 2012 2012 Springer 460 475
    • (2012) The Semantic Web-ISWC 2012 , pp. 460-475
    • Rong, S.1    Niu, X.2    Xiang, E.W.3    Wang, H.4    Yang, Q.5    Yu, Y.6
  • 55
    • 77954009910 scopus 로고    scopus 로고
    • Relational processing of rdf queries: A survey
    • S. Sakr, and G. Al-Naymat Relational processing of rdf queries: a survey ACM SIGMOD Record 38 4 2010 23 28
    • (2010) ACM SIGMOD Record , vol.38 , Issue.4 , pp. 23-28
    • Sakr, S.1    Al-Naymat, G.2
  • 56
    • 15544368520 scopus 로고    scopus 로고
    • Efficient rdf storage and retrieval in jena2
    • K. Wilkinson, C. Sayers, H.A. Kuno, D. Reynolds, and et al. Efficient rdf storage and retrieval in jena2 SWDB vol.~3 2003 131 150
    • (2003) SWDB , vol.3 , pp. 131-150
    • Wilkinson, K.1    Sayers, C.2    Kuno, H.A.3    Reynolds, D.4
  • 58
    • 45549117987 scopus 로고
    • Term-weighting approaches in automatic text retrieval
    • G. Salton, and C. Buckley Term-weighting approaches in automatic text retrieval Inform. Process. Manage. 24 5 1988 513 523
    • (1988) Inform. Process. Manage. , vol.24 , Issue.5 , pp. 513-523
    • Salton, G.1    Buckley, C.2
  • 59
    • 0034172470 scopus 로고    scopus 로고
    • Whirl: A word-based information representation language
    • W.W. Cohen Whirl: A word-based information representation language Artificial Intelligence 118 1 2000 163 196
    • (2000) Artificial Intelligence , vol.118 , Issue.1 , pp. 163-196
    • Cohen, W.W.1
  • 60
    • 0035657983 scopus 로고    scopus 로고
    • A survey of approaches to automatic schema matching
    • E. Rahm, and P.A. Bernstein A survey of approaches to automatic schema matching VLDB J. 10 4 2001 334 350
    • (2001) VLDB J. , vol.10 , Issue.4 , pp. 334-350
    • Rahm, E.1    Bernstein, P.A.2
  • 62
    • 84970630369 scopus 로고
    • The methodology of historical census record linkage: A users guide to the soundex
    • C. Stephenson The methodology of historical census record linkage: a users guide to the soundex J. Fam. Hist. 5 1 1980 112 115
    • (1980) J. Fam. Hist. , vol.5 , Issue.1 , pp. 112-115
    • Stephenson, C.1
  • 63
    • 0000301097 scopus 로고
    • A greedy heuristic for the set-covering problem
    • V. Chvátal A greedy heuristic for the set-covering problem Math. Oper. Res. 4 3 1979 233 235
    • (1979) Math. Oper. Res. , vol.4 , Issue.3 , pp. 233-235
    • Chvátal, V.1
  • 65
    • 84956869850 scopus 로고    scopus 로고
    • Approximation algorithms for the label-cover max and red-blue set cover problems
    • Springer
    • D. Peleg Approximation algorithms for the label-cover max and red-blue set cover problems Algorithm Theory-SWAT 2000 2000 Springer 220 231
    • (2000) Algorithm Theory-SWAT 2000 , pp. 220-231
    • Peleg, D.1
  • 66
    • 0030714232 scopus 로고    scopus 로고
    • A sub-constant error-probability low-degree test, and a sub-constant error-probability pcp characterization of np
    • ACM
    • R. Raz, and S. Safra A sub-constant error-probability low-degree test, and a sub-constant error-probability pcp characterization of np Proceedings of the Twenty-Ninth Annual ACM Symposium on Theory of Computing 1997 ACM 475 484
    • (1997) Proceedings of the Twenty-Ninth Annual ACM Symposium on Theory of Computing , pp. 475-484
    • Raz, R.1    Safra, S.2
  • 69
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • software available at
    • C.-C. Chang, and C.-J. Lin LIBSVM: A library for support vector machines ACM Trans. Intell. Syst. Technol. 2 2011 27:1 27:27 software available at http://www.csie.ntu.edu.tw/~cjlin/libsvm
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , pp. 271-2727
    • Chang, C.-C.1    Lin, C.-J.2
  • 75
    • 0022795790 scopus 로고
    • Improving the hungarian assignment algorithm
    • R. Jonker, and T. Volgenant Improving the hungarian assignment algorithm Oper. Res. Lett. 5 4 1986 171 175
    • (1986) Oper. Res. Lett. , vol.5 , Issue.4 , pp. 171-175
    • Jonker, R.1    Volgenant, T.2
  • 77
    • 5444258997 scopus 로고    scopus 로고
    • A comparison of fast blocking methods for record linkage
    • Citeseer
    • R. Baxter, P. Christen, and T. Churches A comparison of fast blocking methods for record linkage ACM SIGKDD vol.~3 2003 Citeseer 25 27
    • (2003) ACM SIGKDD , vol.3 , pp. 25-27
    • Baxter, R.1    Christen, P.2    Churches, T.3
  • 79
    • 84890956154 scopus 로고    scopus 로고
    • Semantic context-aware service composition for building automation system
    • S.N. Han, G.M. Lee, and N. Crespi Semantic context-aware service composition for building automation system IEEE Trans. Ind. Inform. 10 1 2014 752 761
    • (2014) IEEE Trans. Ind. Inform. , vol.10 , Issue.1 , pp. 752-761
    • Han, S.N.1    Lee, G.M.2    Crespi, N.3
  • 80
    • 84868568112 scopus 로고    scopus 로고
    • Ln2r- A knowledge based reference reconciliation system: Oaei 2010 results
    • F. SaIs, N. Niraula, N. Pernelle, and M.-C. Rousset Ln2r-a knowledge based reference reconciliation system: Oaei 2010 results Ontology Matching 2010 172
    • (2010) Ontology Matching , pp. 172
    • SaIs, F.1    Niraula, N.2    Pernelle, N.3    Rousset, M.-C.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.