{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,9]],"date-time":"2024-09-09T09:36:23Z","timestamp":1725874583750},"publisher-location":"Berlin, Heidelberg","reference-count":34,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783662540367"},{"type":"electronic","value":"9783662540374"}],"license":[{"start":{"date-parts":[[2016,1,1]],"date-time":"2016-01-01T00:00:00Z","timestamp":1451606400000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2016]]},"DOI":"10.1007\/978-3-662-54037-4_2","type":"book-chapter","created":{"date-parts":[[2016,12,15]],"date-time":"2016-12-15T08:14:13Z","timestamp":1481789653000},"page":"40-65","source":"Crossref","is-referenced-by-count":6,"title":["Pay-as-you-go Configuration of Entity Resolution"],"prefix":"10.1007","author":[{"given":"Ruhaila","family":"Maskat","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Norman W.","family":"Paton","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Suzanne M.","family":"Embury","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,12,16]]},"reference":[{"key":"2_CR1","doi-asserted-by":"crossref","unstructured":"Arasu, A., G\u00f6tz, M., Kaushik, R.: On active learning of record matching packages. In: Proceedings of the ACM SIGMOD International Conference on Management of Data, SIGMOD 2010, Indianapolis, Indiana, USA, 6\u201310 June 2010, pp. 783\u2013794 (2010)","DOI":"10.1145\/1807167.1807252"},{"key":"2_CR2","doi-asserted-by":"crossref","unstructured":"Bianco, G.D., Galante, R., Heuser, C.A., Gon\u00e7alves, M.A.: Tuning large scale deduplication with reduced effort. In: SSDBM, p. 18 (2013)","DOI":"10.1145\/2484838.2484873"},{"key":"2_CR3","doi-asserted-by":"crossref","unstructured":"Bilenko, M., Kamath, B., Mooney, R.: Adaptive blocking: learning to scale up record linkage. In: Sixth International Conference on Data Mining (ICDM 2006), pp. 87\u201396 (2006)","DOI":"10.1109\/ICDM.2006.13"},{"issue":"9","key":"2_CR4","doi-asserted-by":"crossref","first-page":"1537","DOI":"10.1109\/TKDE.2011.127","volume":"24","author":"P Christen","year":"2012","unstructured":"Christen, P.: A survey of indexing techniques for scalable record linkage and deduplication. IEEE Trans. Knowl. Data Eng. 24(9), 1537\u20131555 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"issue":"1","key":"2_CR5","doi-asserted-by":"crossref","first-page":"152","DOI":"10.1007\/s10618-009-0155-0","volume":"20","author":"G Costa","year":"2010","unstructured":"Costa, G., Manco, G., Ortale, R.: An incremental clustering scheme for data de-duplication. Data Mining Knowl. Disc. 20(1), 152\u2013187 (2010)","journal-title":"Data Mining Knowl. Disc."},{"issue":"3","key":"2_CR6","doi-asserted-by":"crossref","first-page":"399","DOI":"10.1109\/TKDE.2010.234","volume":"24","author":"M Carvalho de","year":"2012","unstructured":"de Carvalho, M., Laender, A., Goncalves, M., Da Silva, A.: A genetic programming approach to record deduplication. IEEE Trans. Knowl. Data Eng. 24(3), 399\u2013412 (2012)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"2_CR7","doi-asserted-by":"crossref","unstructured":"de Freitas, J., Pappa, G.L., da Silva, A.S., Gon\u00e7alves, M.A., de Moura, E.S., Veloso, A., Laender, A.H.F., de Carvalho, M.G.: Active learning genetic programming for record deduplication. In: Proceedings of the IEEE Congress on Evolutionary Computation (CEC 2010), Barcelona, Spain, 18\u201323, pp. 1\u20138, July 2010","DOI":"10.1109\/CEC.2010.5586104"},{"issue":"1","key":"2_CR8","doi-asserted-by":"crossref","first-page":"107","DOI":"10.1145\/1327452.1327492","volume":"51","author":"J Dean","year":"2008","unstructured":"Dean, J., Ghemawat, S.: Mapreduce: simplified data processing on large clusters. Commun. ACM 51(1), 107\u2013113 (2008)","journal-title":"Commun. ACM"},{"issue":"5","key":"2_CR9","doi-asserted-by":"crossref","first-page":"665","DOI":"10.1007\/s00778-013-0324-z","volume":"22","author":"G Demartini","year":"2013","unstructured":"Demartini, G., Difallah, D.E., Cudr\u00e9-Mauroux, P.: Large-scale linked data integration using probabilistic reasoning and crowdsourcing. VLDB J. 22(5), 665\u2013687 (2013)","journal-title":"VLDB J."},{"issue":"1","key":"2_CR10","first-page":"1246","volume":"2","author":"S Duan","year":"2009","unstructured":"Duan, S., Thummala, V., Babu, S.: Tuning database configuration parameters with ituned. PVLDB 2(1), 1246\u20131257 (2009)","journal-title":"PVLDB"},{"issue":"1","key":"2_CR11","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1109\/TKDE.2007.250581","volume":"19","author":"A Elmagarmid","year":"2007","unstructured":"Elmagarmid, A., Ipeirotis, P., Verykios, V.: Duplicate record detection: a survey. IEEE Trans. Knowl. Data Eng. 19(1), 1\u201316 (2007)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"2_CR12","unstructured":"Goiser, K., Christen, P.: Towards automated record linkage. In: Proceedings of the Fifth Australasian Conference on Data Mining and Analystics (AusDM 2006), vol. 61, pp. 23\u201331, Darlinghurst, Australia. Australian Computer Society Inc. (2006)"},{"key":"2_CR13","doi-asserted-by":"crossref","unstructured":"Gokhale, C., Das, S., Doan, A., Naughton, J.F., Rampalli, N., Shavlik, J.W., Zhu, X.: Corleone: hands-off crowdsourcing for entity matching. In: SIGMOD Conference, pp. 601\u2013612 (2014)","DOI":"10.1145\/2588555.2588576"},{"issue":"1","key":"2_CR14","doi-asserted-by":"crossref","first-page":"1282","DOI":"10.14778\/1687627.1687771","volume":"2","author":"O Hassanzadeh","year":"2009","unstructured":"Hassanzadeh, O., Chiang, F., Lee, H.C., Miller, R.J.: Framework for evaluating clustering algorithms in duplicate detection. Proc. VLDB Endow. 2(1), 1282\u20131293 (2009)","journal-title":"Proc. VLDB Endow."},{"issue":"11","key":"2_CR15","first-page":"1638","volume":"5","author":"R Isele","year":"2012","unstructured":"Isele, R., Bizer, C.: Learning expressive linkage rules using genetic programming. PVLDB 5(11), 1638\u20131649 (2012)","journal-title":"PVLDB"},{"key":"2_CR16","doi-asserted-by":"crossref","first-page":"2","DOI":"10.1016\/j.websem.2013.06.001","volume":"23","author":"R Isele","year":"2013","unstructured":"Isele, R., Bizer, C.: Active learning of expressive linkage rules using genetic programming. J. Web Sem. 23, 2\u201315 (2013)","journal-title":"J. Web Sem."},{"issue":"4","key":"2_CR17","doi-asserted-by":"crossref","first-page":"455","DOI":"10.1023\/A:1008306431147","volume":"13","author":"DR Jones","year":"1998","unstructured":"Jones, D.R., Schonlau, M., Welch, W.J.: Efficient global optimization of expensive black-box functions. J. Global Optim. 13(4), 455\u2013492 (1998)","journal-title":"J. Global Optim."},{"key":"2_CR18","doi-asserted-by":"crossref","first-page":"237","DOI":"10.1613\/jair.301","volume":"4","author":"LP Kaelbling","year":"1996","unstructured":"Kaelbling, L.P., Littman, M.L., Moore, A.W.: Reinforcement learning: a survey. J. Artif. Intell. Res. (JAIR) 4, 237\u2013285 (1996)","journal-title":"J. Artif. Intell. Res. (JAIR)"},{"issue":"3","key":"2_CR19","doi-asserted-by":"crossref","first-page":"77","DOI":"10.1109\/MCI.2009.933095","volume":"4","author":"JD Knowles","year":"2009","unstructured":"Knowles, J.D.: Closed-loop evolutionary multiobjective optimization. IEEE Comp. Int. Mag. 4(3), 77\u201391 (2009)","journal-title":"IEEE Comp. Int. Mag."},{"issue":"2","key":"2_CR20","doi-asserted-by":"crossref","first-page":"197","DOI":"10.1016\/j.datak.2009.10.003","volume":"69","author":"H Kopcke","year":"2010","unstructured":"Kopcke, H., Rahm, E.: Frameworks for entity matching: a comparison. Data Knowl. Eng. 69(2), 197\u2013210 (2010)","journal-title":"Data Knowl. Eng."},{"issue":"1","key":"2_CR21","first-page":"484","volume":"3","author":"H K\u00f6pcke","year":"2010","unstructured":"K\u00f6pcke, H., Thor, A., Rahm, E.: Evaluation of entity resolution approaches on real-world match problems. PVLDB 3(1), 484\u2013493 (2010)","journal-title":"PVLDB"},{"key":"2_CR22","doi-asserted-by":"crossref","unstructured":"Lee, S., Lee, J., Hwang, S.-W.: Scalable entity matching computation with materialization. In: 20th ACM International Conference on Information and Knowledge Management (CIKM 2011), pp. 2353\u20132356. ACM (2011)","DOI":"10.1145\/2063576.2063965"},{"key":"2_CR23","unstructured":"Leg\u00e1ny, C., Juh\u00e1sz, S., Babos, A.: Cluster validity measurement techniques. In: 5th WSEAS International Conference on Artificial Intelligence, Knowledge Engineering and Data Bases (AIKED 2006), pp. 388\u2013393. World Scientific (2006)"},{"key":"2_CR24","volume-title":"Essentials of Metaheuristics","author":"S Luke","year":"2013","unstructured":"Luke, S.: Essentials of Metaheuristics. Lulu, Raleigh (2013)"},{"key":"2_CR25","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-662-07807-5","volume-title":"How to Solve It: Modern Heuristics","author":"Z Michalewicz","year":"2004","unstructured":"Michalewicz, Z., Fogel, D.B.: How to Solve It: Modern Heuristics. Springer, Heidelberg (2004)"},{"key":"2_CR26","unstructured":"Michelson, M., Knoblock, C.A.: Learning blocking schemes for record linkage. In: Proceedings of the 21st National Conference on Artificial Intelligence (AAAI 2006), vol. 1, pp. 440\u2013445. AAAI Press (2006)"},{"key":"2_CR27","unstructured":"Rend\u00f3n, E., Abundez, I.M., Gutierrez, C., Zagal, S.D., Arizmendi, A., Quiroz, E.M., Arzate, H.E.: A comparison of internal and external cluster validation indexes. In: 2011 American Conference on Applied Mathematics and the 5th WSEAS International Conference on Computer Engineering and Applications (AMERICAN-MATH 2011\/CEA 2011), pp. 158\u2013163. World Scientific (2011)"},{"issue":"1","key":"2_CR28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.2200\/S00429ED1V01Y201207AIM018","volume":"6","author":"B Settles","year":"2012","unstructured":"Settles, B.: Active learning. Synth. Lect. Artif. Intell. Mach. Learn. 6(1), 1\u2013114 (2012). Morgan & Claypool Publishers","journal-title":"Synth. Lect. Artif. Intell. Mach. Learn."},{"issue":"2\u20134","key":"2_CR29","doi-asserted-by":"crossref","first-page":"323","DOI":"10.1002\/cpe.938","volume":"17","author":"D Thain","year":"2005","unstructured":"Thain, D., Tannenbaum, T., Livny, M.: Distributed computing in practice: the condor experience. Concurrency Pract. Exp. 17(2\u20134), 323\u2013356 (2005)","journal-title":"Concurrency Pract. Exp."},{"issue":"12","key":"2_CR30","doi-asserted-by":"crossref","first-page":"1071","DOI":"10.14778\/2732977.2732982","volume":"7","author":"N Vesdapunt","year":"2014","unstructured":"Vesdapunt, N., Bellare, K., Dalvi, N.: Crowdsourcing algorithms for entity resolution. Proc. VLDB Endow. 7(12), 1071\u20131082 (2014)","journal-title":"Proc. VLDB Endow."},{"issue":"11","key":"2_CR31","doi-asserted-by":"crossref","first-page":"1483","DOI":"10.14778\/2350229.2350263","volume":"5","author":"J Wang","year":"2012","unstructured":"Wang, J., Kraska, T., Franklin, M.J., Feng, J.: Crowder: crowdsourcing entity resolution. Proc. VLDB Endow. 5(11), 1483\u20131494 (2012)","journal-title":"Proc. VLDB Endow."},{"key":"2_CR32","doi-asserted-by":"crossref","unstructured":"Wang, S., Xiao, X., Lee, C.: Crowd-based deduplication: an adaptive approach. In: Proceedings of the 2015 ACM SIGMOD International Conference on Management of Data, Melbourne, Victoria, Australia, May 31 - June 4 2015, pp. 1263\u20131277 (2015)","DOI":"10.1145\/2723372.2723739"},{"issue":"6","key":"2_CR33","first-page":"349","volume":"6","author":"SE Whang","year":"2013","unstructured":"Whang, S.E., Lofgren, P., Garcia-Molina, H.: Question selection for crowd entity resolution. PVLDB 6(6), 349\u2013360 (2013)","journal-title":"PVLDB"},{"issue":"5","key":"2_CR34","doi-asserted-by":"crossref","first-page":"1111","DOI":"10.1109\/TKDE.2012.43","volume":"25","author":"SE Whang","year":"2013","unstructured":"Whang, S.E., Marmaros, D., Garcia-Molina, H.: Pay-as-you-go entity resolution. IEEE Trans. Knowl. Data Eng. 25(5), 1111\u20131124 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."}],"container-title":["Lecture Notes in Computer Science","Transactions on Large-Scale Data- and Knowledge-Centered Systems XXIX"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-54037-4_2","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,16]],"date-time":"2019-09-16T11:42:22Z","timestamp":1568634142000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-54037-4_2"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016]]},"ISBN":["9783662540367","9783662540374"],"references-count":34,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-54037-4_2","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2016]]}}}