메뉴 건너뛰기




Volumn 80, Issue , 2017, Pages 14-27

Entity reconciliation in big data sources: A systematic mapping study

Author keywords

Big data; Entity reconciliation; Heterogeneous databases; Systematic mapping study

Indexed keywords

DIGITAL LIBRARIES; MAPPING; PROBLEM SOLVING;

EID: 85015660559     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2017.03.010     Document Type: Article
Times cited : (25)

References (89)
  • 5
    • 84963997606 scopus 로고    scopus 로고
    • A systematic review and comparative analysis of cross-document coreference resolution methods and tools
    • Beheshti, S.-M.-R., Benatallah, B., Venugopal, S., Ryu, S.H., Motahari-Nezhad, H.R., Wang, W., A systematic review and comparative analysis of cross-document coreference resolution methods and tools. Computing 1 (2016), 1–37 http://doi.org/10.1007/s00607-016-0490-0.
    • (2016) Computing , vol.1 , pp. 1-37
    • Beheshti, S.-M.-R.1    Benatallah, B.2    Venugopal, S.3    Ryu, S.H.4    Motahari-Nezhad, H.R.5    Wang, W.6
  • 7
    • 84946044855 scopus 로고    scopus 로고
    • Disambiguation of named entities in cultural heritage texts using linked data sets
    • Brando, C., Frontini, F.b, Ganascia, J.-G., Disambiguation of named entities in cultural heritage texts using linked data sets. Communications in Computer and Information Science 539 (2015), 505–514 http://doi.org/10.1007/978-3-319-23201-0_51.
    • (2015) Communications in Computer and Information Science , vol.539 , pp. 505-514
    • Brando, C.1    Frontini, F.B.2    Ganascia, J.-G.3
  • 9
    • 77949817550 scopus 로고    scopus 로고
    • A survey of entity resolution and record linkage methodologies
    • Brizan, D.G., Tansel, A.U., A survey of entity resolution and record linkage methodologies. Communications of the IIMA 6:3 (2006), 41–50.
    • (2006) Communications of the IIMA , vol.6 , Issue.3 , pp. 41-50
    • Brizan, D.G.1    Tansel, A.U.2
  • 12
    • 84898796363 scopus 로고    scopus 로고
    • Big data: A survey
    • Springer Berlin Heidelberg
    • Chen, M., Mao, S., Liu, Y., Big data: A survey. Mobile networks and applications, Vol. 19, 2014, Springer Berlin Heidelberg, 171–209 http://doi.org/10.1007/s11036-013-0489-0.
    • (2014) Mobile networks and applications , vol.19 , pp. 171-209
    • Chen, M.1    Mao, S.2    Liu, Y.3
  • 17
    • 84937509224 scopus 로고    scopus 로고
    • The journal of systems and software entity resolution based EM for integrating heterogeneous distributed probabilistic data
    • Dharavath, R., Kumar, C., The journal of systems and software entity resolution based EM for integrating heterogeneous distributed probabilistic data. The Journal of Systems & Software 107 (2015), 93–109 http://doi.org/10.1016/j.jss.2015.05.035.
    • (2015) The Journal of Systems & Software , vol.107 , pp. 93-109
    • Dharavath, R.1    Kumar, C.2
  • 22
    • 84907031191 scopus 로고    scopus 로고
    • Conflict resolution with data currency and consistency
    • Fan, W., Geerts, F., Tang, N., Yu, W., Conflict resolution with data currency and consistency. Journal of Data Information Quality 5:1–2 (2014), 6:1–6:37 http://doi.org/10.1145/2631923.
    • (2014) Journal of Data Information Quality , vol.5 , Issue.1-2 , pp. 61-6:37
    • Fan, W.1    Geerts, F.2    Tang, N.3    Yu, W.4
  • 26
    • 84929509763 scopus 로고    scopus 로고
    • How “big data” can make big impact: Findings from a systematic review and a longitudinal case study
    • Fosso Wamba, S., Akter, S., Edwards, A., Chopin, G., Gnanzou, D., How “big data” can make big impact: Findings from a systematic review and a longitudinal case study. International Journal of Production Economics 165 (2015), 234–246 http://doi.org/10.1016/j.ijpe.2014.12.031.
    • (2015) International Journal of Production Economics , vol.165 , pp. 234-246
    • Fosso Wamba, S.1    Akter, S.2    Edwards, A.3    Chopin, G.4    Gnanzou, D.5
  • 31
    • 50949102921 scopus 로고    scopus 로고
    • OMG unified modeling language TM ( OMG UML), version 2.5
    • Group, O.M., OMG unified modeling language TM ( OMG UML ), version 2.5. InformatikSpektrum 21:May (2017), 1–758 http://doi.org/10.1007/s002870050092.
    • (2017) InformatikSpektrum , vol.21 , pp. 1-758
    • Group, O.M.1
  • 35
    • 84907001000 scopus 로고    scopus 로고
    • A load-balanced mapreduce algorithm for blocking-based entity-resolution with multiple keys
    • Hsueh, S.C., Lin, M.Y., Chiu, Y.C., A load-balanced mapreduce algorithm for blocking-based entity-resolution with multiple keys., 152, 2014, 3–9.
    • (2014) , vol.152 , pp. 3-9
    • Hsueh, S.C.1    Lin, M.Y.2    Chiu, Y.C.3
  • 38
    • 84885174213 scopus 로고    scopus 로고
    • A systematic review of systematic review process research in software engineering
    • Kitchenham, B., Brereton, P., A systematic review of systematic review process research in software engineering. Information and Software Technology 55:12 (2013), 2049–2075 http://doi.org/10.1016/j.infsof.2013.07.010.
    • (2013) Information and Software Technology , vol.55 , Issue.12 , pp. 2049-2075
    • Kitchenham, B.1    Brereton, P.2
  • 39
    • 82855174384 scopus 로고    scopus 로고
    • Guidelines for performing systematic literature reviews in software engineering
    • Kitchenham, B., Charters, S., Guidelines for performing systematic literature reviews in software engineering. Engineering 2 (2007), 1–65 http://doi.org/10.1145/1134285.1134500.
    • (2007) Engineering , vol.2 , pp. 1-65
    • Kitchenham, B.1    Charters, S.2
  • 41
    • 83255184380 scopus 로고    scopus 로고
    • Learning-based entity resolution with MapReduce
    • Kolb, L., Köpcke, H., Thor, A., Databases, H.S.D., Systems, H., Learning-based entity resolution with MapReduce. Cikm 1 (2011), 1–6 http://doi.org/http://doi.acm.org/10.1145/2064085.2064087.
    • (2011) Cikm , vol.1 , pp. 1-6
    • Kolb, L.1    Köpcke, H.2    Thor, A.3    Databases, H.S.D.4    Systems, H.5
  • 43
    • 84875752939 scopus 로고    scopus 로고
    • Efficient and effective duplicate detection in hierarchical data
    • Leitão, L., Calado, P., Herschel, M., Efficient and effective duplicate detection in hierarchical data. IEEE Transactions on Knowledge and Data Engineering 25:5 (2013), 1028–1041 http://doi.org/10.1109/TKDE.2012.60.
    • (2013) IEEE Transactions on Knowledge and Data Engineering , vol.25 , Issue.5 , pp. 1028-1041
    • Leitão, L.1    Calado, P.2    Herschel, M.3
  • 45
    • 83055161604 scopus 로고    scopus 로고
    • Context-based entity description rule for entity resolution
    • Li, L., Li, J., Wang, H., Gao, H., Context-based entity description rule for entity resolution. Cikm 1 (2011), 1725–1730 http://doi.org/10.1145/2063576.2063825.
    • (2011) Cikm , vol.1 , pp. 1725-1730
    • Li, L.1    Li, J.2    Wang, H.3    Gao, H.4
  • 47
    • 84959517430 scopus 로고    scopus 로고
    • Cleaning framework for big data – object identification and linkage
    • Liu, H., Kumar, T.K.A., Thomas, J.P., Cleaning framework for big data – object identification and linkage. 2015 IEEE international congress on big data, 2015, 215–221 http://doi.org/10.1109/BigDataCongress.2015.38.
    • (2015) 2015 IEEE international congress on big data , pp. 215-221
    • Liu, H.1    Kumar, T.K.A.2    Thomas, J.P.3
  • 50
    • 81055138684 scopus 로고    scopus 로고
    • Big data: the next frontier for innovation, competition, and productivity
    • McKinsey Global Institute (June)
    • McKinsey & Company. Big data: the next frontier for innovation, competition, and productivity. 2011, McKinsey Global Institute, 156 (June) http://doi.org/10.1080/01443610903114527.
    • (2011) , pp. 156
  • 51
    • 85015632730 scopus 로고    scopus 로고
    • Mendeley guide
    • Mendeley Support Team. Mendeley guide. Mendeley Desktop, 2011, 1–16 http://doi.org/10.1063/1.476396.
    • (2011) Mendeley Desktop , pp. 1-16
  • 52
    • 33846076215 scopus 로고    scopus 로고
    • A review for mobile commerce research and applications
    • Ngai, E.W.T., Gunasekaran, A., A review for mobile commerce research and applications. Decision Support Systems 43:1 (2007), 3–15 http://doi.org/10.1016/j.dss.2005.05.003.
    • (2007) Decision Support Systems , vol.43 , Issue.1 , pp. 3-15
    • Ngai, E.W.T.1    Gunasekaran, A.2
  • 53
    • 78651084785 scopus 로고    scopus 로고
    • The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
    • Ngai, E.W.T., Hu, Y., Wong, Y.H., Chen, Y., Sun, X., The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature. Decision Support Systems 50:3 (2011), 559–569 http://doi.org/10.1016/j.dss.2010.08.006.
    • (2011) Decision Support Systems , vol.50 , Issue.3 , pp. 559-569
    • Ngai, E.W.T.1    Hu, Y.2    Wong, Y.H.3    Chen, Y.4    Sun, X.5
  • 54
    • 78651084785 scopus 로고    scopus 로고
    • The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature
    • Ngai, E.W.T., Hu, Y., Wong, Y.H., Chen, Y., Sun, X., The application of data mining techniques in financial fraud detection: A classification framework and an academic review of literature. Decision Support Systems 50:3 (2011), 559–569 http://doi.org/10.1016/j.dss.2010.08.006.
    • (2011) Decision Support Systems , vol.50 , Issue.3 , pp. 559-569
    • Ngai, E.W.T.1    Hu, Y.2    Wong, Y.H.3    Chen, Y.4    Sun, X.5
  • 55
    • 39749100579 scopus 로고    scopus 로고
    • RFID research: An academic literature review (1995–2005) and future research directions
    • Ngai, E.W.T., Moon, K.K.L., Riggins, F.J., Yi, C.Y., RFID research: An academic literature review (1995–2005) and future research directions. International Journal of Production Economics 112:2 (2008), 510–520 http://doi.org/10.1016/j.ijpe.2007.05.004.
    • (2008) International Journal of Production Economics , vol.112 , Issue.2 , pp. 510-520
    • Ngai, E.W.T.1    Moon, K.K.L.2    Riggins, F.J.3    Yi, C.Y.4
  • 56
    • 84992385973 scopus 로고    scopus 로고
    • Linked data entity resolution system enhanced by configuration learning algorithm
    • Nguyen, K., Ichise, R., Linked data entity resolution system enhanced by configuration learning algorithm. IEICE TRANSACTIONS on Information and Systems 99:6 (2016), 1521–1530.
    • (2016) IEICE TRANSACTIONS on Information and Systems , vol.99 , Issue.6 , pp. 1521-1530
    • Nguyen, K.1    Ichise, R.2
  • 57
    • 84876240193 scopus 로고    scopus 로고
    • Adaptive connection strength models for relationship-based entity resolution
    • Nuray-turan, R., Kalashnikov, D.V., Mehrotra, S., Adaptive connection strength models for relationship-based entity resolution. Jdiq 4:2 (2013), 1–22 http://doi.org/10.1145/2435221.2435224.
    • (2013) Jdiq , vol.4 , Issue.2 , pp. 1-22
    • Nuray-turan, R.1    Kalashnikov, D.V.2    Mehrotra, S.3
  • 62
    • 84975801848 scopus 로고    scopus 로고
    • Comparative analysis of approximate blocking techniques for entity resolution
    • Papadakis, G., Svirsky, J., Gal, A., Palpanas, T., Comparative analysis of approximate blocking techniques for entity resolution. Pvldb 9:9 (2016), 684–695 http://doi.org/10.14778/2947618.2947624.
    • (2016) Pvldb , vol.9 , Issue.9 , pp. 684-695
    • Papadakis, G.1    Svirsky, J.2    Gal, A.3    Palpanas, T.4
  • 65
    • 84960951012 scopus 로고    scopus 로고
    • Entity resolution in disjoint graphs: An application on genealogical data
    • Rahmani, H., Ranjbar-Sahraei, B., Weiss, G., Tuyls, K., Entity resolution in disjoint graphs: An application on genealogical data. Intelligent Data Analysis 20:2 (2016), 455–475.
    • (2016) Intelligent Data Analysis , vol.20 , Issue.2 , pp. 455-475
    • Rahmani, H.1    Ranjbar-Sahraei, B.2    Weiss, G.3    Tuyls, K.4
  • 66
    • 84904155169 scopus 로고    scopus 로고
    • Dynamic sorted neighborhood indexing for real-time entity resolution
    • Ramadan, B., Christen, P., Liang, H., Dynamic sorted neighborhood indexing for real-time entity resolution. Databases Theory and Applications, Adc 2014 8506 (2014), 1–12 http://doi.org/10.1145/2816821.
    • (2014) Databases Theory and Applications, Adc 2014 , vol.8506 , pp. 1-12
    • Ramadan, B.1    Christen, P.2    Liang, H.3
  • 73
    • 84898852099 scopus 로고    scopus 로고
    • Entity type recognition for heterogeneous semantic graphs
    • Sleeman, J., Finin, T., Entity type recognition for heterogeneous semantic graphs. 2013 AAAI fall symposium series, 2013, 63–67 http://doi.org/10.1109/ICSC.2013.22.
    • (2013) 2013 AAAI fall symposium series , pp. 63-67
    • Sleeman, J.1    Finin, T.2
  • 74
    • 85027063751 scopus 로고    scopus 로고
    • Linking heterogeneous data in the semantic web using scalable and domain-independent candidate selection
    • PP(99)
    • Song, D., Luo, Y., Heflin, J., Linking heterogeneous data in the semantic web using scalable and domain-independent candidate selection. IEEE Transactions on Knowledge and Data Engineering, 2016, 143–156 PP(99) http://doi.org/10.1109/TKDE.2016.2606399.
    • (2016) IEEE Transactions on Knowledge and Data Engineering , pp. 143-156
    • Song, D.1    Luo, Y.2    Heflin, J.3
  • 77
    • 84958175328 scopus 로고    scopus 로고
    • Efficient entity resolution based on subgraph cohesion
    • Wang, H., Li, J., Gao, H., Efficient entity resolution based on subgraph cohesion. Knowledge and Information Systems 46:2 (2015), 285–314 http://doi.org/10.1007/s10115-015-0818-7.
    • (2015) Knowledge and Information Systems , vol.46 , Issue.2 , pp. 285-314
    • Wang, H.1    Li, J.2    Gao, H.3
  • 80
    • 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 Journal 23:1 (2014), 77–102 http://doi.org/10.1007/s00778-013-0315-0.
    • (2014) VLDB Journal , vol.23 , Issue.1 , pp. 77-102
    • Whang, S.E.1    Garcia-Molina, H.2
  • 82
    • 84876283132 scopus 로고    scopus 로고
    • Systematic literature reviews in software engineering
    • Wohlin, C., Prikladniki, R., Systematic literature reviews in software engineering. Information and Software Technology 55:6 (2013), 919–920 http://doi.org/10.1016/j.infsof.2013.02.002.
    • (2013) Information and Software Technology , vol.55 , Issue.6 , pp. 919-920
    • Wohlin, C.1    Prikladniki, R.2
  • 85
    • 84990927260 scopus 로고    scopus 로고
    • Entity linking on graph data
    • Yu, M., Entity linking on graph data. WWW 1 (2014), 21–25 http://doi.org/10.1145/2567948.2567954.
    • (2014) WWW , vol.1 , pp. 21-25
    • Yu, M.1
  • 87
    • 84877920035 scopus 로고    scopus 로고
    • Systematic reviews in software engineering: An empirical investigation
    • Zhang, H., Babar, M.A., Ali Babar, M., Systematic reviews in software engineering: An empirical investigation. Information and Software Technology 55:7 (2013), 1341–1354 http://doi.org/10.1016/j.infsof.2012.09.008.
    • (2013) Information and Software Technology , vol.55 , Issue.7 , pp. 1341-1354
    • Zhang, H.1    Babar, M.A.2    Ali Babar, M.3
  • 88
    • 79953708792 scopus 로고    scopus 로고
    • Identifying relevant studies in software engineering
    • Zhang, H., Babar, M.A., Tell, P., Identifying relevant studies in software engineering. Information and Software Technology 53:6 (2011), 625–637 http://doi.org/10.1016/j.infsof.2010.12.010.
    • (2011) Information and Software Technology , vol.53 , Issue.6 , pp. 625-637
    • Zhang, H.1    Babar, M.A.2    Tell, P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.