{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,28]],"date-time":"2026-09-28T18:20:56Z","timestamp":1790619656185,"version":"4.1.0"},"reference-count":44,"publisher":"SAGE Publications","issue":"2","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["SW"],"published-print":{"date-parts":[[2019,1,21]]},"DOI":"10.3233\/sw-180331","type":"journal-article","created":{"date-parts":[[2018,9,25]],"date-time":"2018-09-25T16:26:06Z","timestamp":1537892766000},"page":"435-450","source":"Crossref","is-referenced-by-count":6,"title":["EMBench++: Data for a thorough benchmarking of matching-related methods"],"prefix":"10.1177","volume":"10","author":[{"given":"Ekaterini","family":"Ioannou","sequence":"first","affiliation":[{"name":"Open University of Cyprus, Cyprus"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Yannis","family":"Velegrakis","sequence":"additional","affiliation":[{"name":"University of Trento, Italy. E-mail:\u00a0velgias@disi.unitn.eu"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"179","reference":[{"key":"10.3233\/SW-180331_ref1","unstructured":"M.\u00a0Achichi, M.\u00a0Cheatham, Z.\u00a0Dragisic, J.\u00a0Euzenat, D.\u00a0Faria, A.\u00a0Ferrara, G.\u00a0Flouris, I.\u00a0Fundulaki, I.\u00a0Harrow, V.\u00a0Ivanova, E.\u00a0Jim\u00e9nez-Ruiz, E.\u00a0Kuss, P.\u00a0Lambrix, H.\u00a0Leopold, H.\u00a0Li, C.\u00a0Meilicke, S.\u00a0Montanelli, C.\u00a0Pesquita, T.\u00a0Saveta, P.\u00a0Shvaiko, A.\u00a0Splendiani, H.\u00a0Stuckenschmidt, K.\u00a0Todorov, C.T.\u00a0dos Santos and O.\u00a0Zamazal, Results of the ontology alignment evaluation initiative 2016, in: OM Workshop Co-Located with ISWC, 2016, pp.\u00a073\u2013129."},{"issue":"1","key":"10.3233\/SW-180331_ref2","doi-asserted-by":"publisher","first-page":"230","DOI":"10.14778\/1453856.1453886","article-title":"STBenchmark: Towards a benchmark for mapping systems","volume":"1","author":"Alexe","year":"2008","journal-title":"Proceedings of the Very Large Database Endowment (PVLDB)"},{"key":"10.3233\/SW-180331_ref3","unstructured":"I.\u00a0Bhattacharya and L.\u00a0Getoor, Deduplication and group detection using links, in: Proceedings of the Workshop on Link Analysis and Group Detection (LinkKDD), Co-Located with the International Conference on Knowledge Discovery & Data Mining (SIGKDD), 2004."},{"key":"10.3233\/SW-180331_ref4","doi-asserted-by":"publisher","DOI":"10.1145\/1008694.1008697"},{"issue":"5","key":"10.3233\/SW-180331_ref5","doi-asserted-by":"publisher","first-page":"16","DOI":"10.1109\/MIS.2003.1234765","article-title":"Adaptive name matching in information integration","volume":"18","author":"Bilenko","year":"2003","journal-title":"Intelligent Systems"},{"key":"10.3233\/SW-180331_ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-41338-4_19"},{"key":"10.3233\/SW-180331_ref7","unstructured":"W.\u00a0Cohen, P.\u00a0Ravikumar and S.\u00a0Fienberg, A comparison of string distance metrics for name-matching tasks, in: Proceedings of the International Workshop on Information Integration on the Web (IIWeb), Co-Located with the International Joint Conference on Artificial Intelligence (IJCAI), 2003, pp.\u00a073\u201378."},{"key":"10.3233\/SW-180331_ref8","doi-asserted-by":"publisher","DOI":"10.1145\/1265530.1265531"},{"key":"10.3233\/SW-180331_ref9","unstructured":"A.\u00a0Doan, Y.\u00a0Lu, Y.\u00a0Lee and J.\u00a0Han, Object matching for information integration: A profiler-based approach, in: Proceedings of the International Workshop on Information Integration on the Web (IIWeb), Co-Located with the International Joint Conference on Artificial Intelligence (IJCAI), 2003, pp.\u00a053\u201358."},{"key":"10.3233\/SW-180331_ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1066157.1066168"},{"issue":"2","key":"10.3233\/SW-180331_ref11","doi-asserted-by":"publisher","first-page":"185","DOI":"10.3233\/SW-150209","article-title":"On the efficient execution of bounded Jaro\u2013Winkler distances","volume":"8","author":"Dre\u00dfler","year":"2017","journal-title":"Semantic Web"},{"issue":"1","key":"10.3233\/SW-180331_ref12","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1109\/TKDE.2007.250581","article-title":"Duplicate record detection: A survey","volume":"19","author":"Elmagarmid","year":"2007","journal-title":"Transactions on Knowledge and Data Engineering (TKDE)"},{"key":"10.3233\/SW-180331_ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-21064-8_8"},{"issue":"2","key":"10.3233\/SW-180331_ref15","doi-asserted-by":"publisher","first-page":"3","DOI":"10.1145\/1117454.1117456","article-title":"Link mining: A survey","volume":"7","author":"Getoor","year":"2005","journal-title":"SIGKDD Explorations"},{"issue":"9","key":"10.3233\/SW-180331_ref16","doi-asserted-by":"publisher","first-page":"697","DOI":"10.14778\/2732939.2732943","article-title":"Incremental record linkage","volume":"7","author":"Gruenheid","year":"2014","journal-title":"Proceedings of the Very Large Database Endowment (PVLDB)"},{"key":"10.3233\/SW-180331_ref17","doi-asserted-by":"publisher","DOI":"10.1145\/223784.223807"},{"issue":"1","key":"10.3233\/SW-180331_ref18","doi-asserted-by":"publisher","first-page":"9","DOI":"10.1023\/A:1009761603038","article-title":"Real-world data is dirty: Data cleansing and the merge\/purge problem","volume":"2","author":"Hern\u00e1ndez","year":"1998","journal-title":"Data Mining and Knowledge Discovery"},{"issue":"2","key":"10.3233\/SW-180331_ref19","doi-asserted-by":"publisher","first-page":"217","DOI":"10.14778\/3149193.3149201","article-title":"Holistic query evaluation over information extraction pipelines","volume":"11","author":"Ioannou","year":"2017","journal-title":"Proceedings of the Very Large Database Endowment (PVLDB)"},{"issue":"1","key":"10.3233\/SW-180331_ref20","doi-asserted-by":"publisher","first-page":"429","DOI":"10.14778\/1920841.1920898","article-title":"On-the-fly entity-aware query processing in the presence of linkage","volume":"3","author":"Ioannou","year":"2010","journal-title":"Proceedings of the Very Large Database Endowment (PVLDB)"},{"issue":"1","key":"10.3233\/SW-180331_ref21","doi-asserted-by":"publisher","first-page":"37","DOI":"10.1007\/s13740-012-0015-8","article-title":"On generating benchmark data for entity matching","volume":"2","author":"Ioannou","year":"2013","journal-title":"Journal of Data Semantics"},{"key":"10.3233\/SW-180331_ref22","doi-asserted-by":"publisher","DOI":"10.4230\/DFU.Vol5.10452.217"},{"key":"10.3233\/SW-180331_ref23","unstructured":"E.\u00a0Ioannou and Y.\u00a0Velegrakis, EMBench: Generating entity-related benchmark data, in: Proceedings of the Posters & Demonstrations Track, a Track Within the International Semantic Web Conferene (ISWC), M.\u00a0Horridge, M.\u00a0Rospocher and J.\u00a0van Ossenbruggen, eds, CEUR Workshop Proceedings, Vol.\u00a01272, CEUR-WS.org, 2014, pp.\u00a0113\u2013116. http:\/\/ceur-ws.org\/Vol-1272."},{"key":"10.3233\/SW-180331_ref24","doi-asserted-by":"crossref","unstructured":"M.\u00a0Jaro, Advances in Record-Linkage Methodology as Applied to Matching the 1985 Census of Tampa, Florida, Journal of the American Statistical Association 84 (1989).","DOI":"10.2307\/2289924"},{"issue":"2","key":"10.3233\/SW-180331_ref25","doi-asserted-by":"publisher","first-page":"716","DOI":"10.1145\/1138394.1138401","article-title":"Domain-independent data cleaning via analysis of entity-relationship graph","volume":"31","author":"Kalashnikov","year":"2006","journal-title":"Transactions on Database Systems (TODS)"},{"key":"10.3233\/SW-180331_ref26","doi-asserted-by":"publisher","DOI":"10.1137\/1.9781611972757.24"},{"issue":"1","key":"10.3233\/SW-180331_ref27","doi-asserted-by":"publisher","first-page":"484","DOI":"10.14778\/1920841.1920904","article-title":"Evaluation of entity resolution approaches on real-world match problems","volume":"3","author":"K\u00f6pcke","year":"2010","journal-title":"Proceedings of the Very Large Database Endowment (PVLDB)"},{"issue":"8","key":"10.3233\/SW-180331_ref28","first-page":"707","article-title":"Binary codes capable of correcting deletions, insertions and reversals","volume":"10","author":"Levenshtein","year":"1966","journal-title":"Soviet Physics Doklady"},{"issue":"11","key":"10.3233\/SW-180331_ref29","doi-asserted-by":"crossref","first-page":"956","DOI":"10.14778\/3402707.3402733","article-title":"Linking temporal records","volume":"4","author":"Li","year":"2011","journal-title":"Proceedings of the Very Large Database Endowment (PVLDB)"},{"key":"10.3233\/SW-180331_ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-13094-6"},{"key":"10.3233\/SW-180331_ref31","unstructured":"A.\u00a0Morris, Y.\u00a0Velegrakis and P.\u00a0Bouquet, Entity identification on the semantic web, in: Proceedings of the Workshop on Semantic Web Applications and Perspectives (SWAP), A.\u00a0Gangemi, J.\u00a0Keizer, V.\u00a0Presutti and H.\u00a0Stoermer, eds, CEUR Workshop Proceedings, Vol.\u00a0426, CEUR-WS.org, 2008. http:\/\/ceur-ws.org\/Vol-426."},{"key":"10.3233\/SW-180331_ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-07443-6_26"},{"key":"10.3233\/SW-180331_ref33","doi-asserted-by":"publisher","DOI":"10.1145\/1998076.1998094"},{"key":"10.3233\/SW-180331_ref34","doi-asserted-by":"publisher","DOI":"10.1145\/1998076.1998093"},{"issue":"12","key":"10.3233\/SW-180331_ref35","doi-asserted-by":"publisher","first-page":"2665","DOI":"10.1109\/TKDE.2012.150","article-title":"A blocking framework for entity resolution in highly heterogeneous information spaces","volume":"25","author":"Papadakis","year":"2013","journal-title":"Transactions on Knowledge and Data Engineering"},{"issue":"8","key":"10.3233\/SW-180331_ref36","doi-asserted-by":"publisher","first-page":"1946","DOI":"10.1109\/TKDE.2013.54","article-title":"Meta-blocking: Taking entity resolution to the next level","volume":"26","author":"Papadakis","year":"2014","journal-title":"Transactions on Knowledge and Data Engineering (TKDE)"},{"key":"10.3233\/SW-180331_ref37","unstructured":"H.\u00a0Poon and P.\u00a0Domingos, Joint inference in information extraction, in: Proceedings of the Conference on Artificial Intelligence (AAAI), AAAI Press, 2007, pp.\u00a0913\u2013918. ISBN 978-1-57735-323-2."},{"issue":"4","key":"10.3233\/SW-180331_ref38","doi-asserted-by":"publisher","first-page":"208","DOI":"10.14778\/1938545.1938546","article-title":"Large-scale collective entity matching","volume":"4","author":"Rastogi","year":"2011","journal-title":"Proceedings of the Very Large Database Endowment (PVLDB)"},{"key":"10.3233\/SW-180331_ref39","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2007.367934"},{"key":"10.3233\/SW-180331_ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-04840-1_25"},{"key":"10.3233\/SW-180331_ref41","unstructured":"G.\u00a0Salton and M.\u00a0McGill, Introduction to Modern Information Retrieval, McGraw-Hill, Inc., New York, NY, USA, 1984. ISBN 0-07-054484-0."},{"key":"10.3233\/SW-180331_ref43","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-25007-6_22"},{"issue":"4","key":"10.3233\/SW-180331_ref44","doi-asserted-by":"publisher","first-page":"333","DOI":"10.3233\/SW-2011-0052","article-title":"LinkedGeoData: A core for a web of spatial open data","volume":"3","author":"Stadler","year":"2012","journal-title":"Semantic Web"},{"key":"10.3233\/SW-180331_ref45","doi-asserted-by":"publisher","DOI":"10.1145\/775047.775099"},{"issue":"1","key":"10.3233\/SW-180331_ref46","doi-asserted-by":"publisher","first-page":"77","DOI":"10.1007\/s00778-013-0315-0","article-title":"Incremental entity resolution on rules and data","volume":"23","author":"Whang","year":"2014","journal-title":"The International Journal on Very Large Data Bases"}],"container-title":["Semantic Web"],"original-title":[],"link":[{"URL":"https:\/\/content.iospress.com\/download?id=10.3233\/SW-180331","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,5,1]],"date-time":"2026-05-01T05:24:16Z","timestamp":1777613056000},"score":1,"resource":{"primary":{"URL":"https:\/\/journals.sagepub.com\/doi\/full\/10.3233\/SW-180331"}},"subtitle":["Homepage \u2192 https:\/\/db.disi.unitn.eu\/pages\/EMBench\/"],"editor":[{"given":"Axel-Cyrille","family":"Ngonga Ngomo","sequence":"additional","affiliation":[{"name":"Institute for Applied Informatics, Leipzig, Germany"}],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Irini","family":"Fundulaki","sequence":"additional","affiliation":[{"name":"ICS-FORTH, Heraklion, Greece"}],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Anastasia","family":"Krithara","sequence":"additional","affiliation":[{"name":"National Center for Scientific Research \u201cDemokritos\u201d, Athens, Greece"}],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Axel-Cyrille","family":"Ngonga Ngomo","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Irini","family":"Fundulaki","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]},{"given":"Anastasia","family":"Krithara","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"editor"}]}],"short-title":[],"issued":{"date-parts":[[2019,1,21]]},"references-count":44,"journal-issue":{"issue":"2"},"URL":"https:\/\/doi.org\/10.3233\/sw-180331","relation":{},"ISSN":["2210-4968","1570-0844"],"issn-type":[{"value":"2210-4968","type":"electronic"},{"value":"1570-0844","type":"print"}],"subject":[],"published":{"date-parts":[[2019,1,21]]}}}