{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,14]],"date-time":"2026-10-14T06:39:39Z","timestamp":1791959979025,"version":"4.3.4"},"publisher-location":"New York, NY, USA","reference-count":36,"publisher":"ACM","license":[{"start":{"date-parts":[[2022,10,17]],"date-time":"2022-10-17T00:00:00Z","timestamp":1665964800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/"}],"funder":[{"DOI":"10.13039\/501100000269","name":"Economic and Social Research Council","doi-asserted-by":"publisher","award":["ES\/W010321\/1"],"award-info":[{"award-number":["ES\/W010321\/1"]}],"id":[{"id":"10.13039\/501100000269","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":[],"published-print":{"date-parts":[[2022,10,17]]},"DOI":"10.1145\/3511808.3557631","type":"proceedings-article","created":{"date-parts":[[2022,10,16]],"date-time":"2022-10-16T01:22:22Z","timestamp":1665883342000},"page":"4354-4358","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":2,"title":["Locality Sensitive Hashing with Temporal and Spatial Constraints for Efficient Population Record Linkage"],"prefix":"10.1145","author":[{"given":"Charini","family":"Nanayakkara","sequence":"first","affiliation":[{"name":"The Australian National University, Canberra, ACT, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"Christen","sequence":"additional","affiliation":[{"name":"The Australian National University, Canberra, ACT, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2022,10,17]]},"reference":[{"key":"e_1_3_2_2_1_1","volume-title":"Using metric space indexing for complete and efficient record linkage","author":"Akg\u00fcn \u00d6zg\u00fcr","unstructured":"\u00d6zg\u00fcr Akg\u00fcn , Alan Dearle , Graham Kirby , and Peter Christen . 2018. Using metric space indexing for complete and efficient record linkage . In PAKDD. Springer , Melbourne , 89--101. \u00d6zg\u00fcr Akg\u00fcn, Alan Dearle, Graham Kirby, and Peter Christen. 2018. Using metric space indexing for complete and efficient record linkage. In PAKDD. Springer, Melbourne, 89--101."},{"key":"e_1_3_2_2_2_1","doi-asserted-by":"crossref","unstructured":"Roberto J. Bayardo Yiming Ma and Ramakrishnan Srikant. 2007. Scaling up all pairs similarity search. In WWW. ACM Banff Canada 131--140.  Roberto J. Bayardo Yiming Ma and Ramakrishnan Srikant. 2007. Scaling up all pairs similarity search. In WWW. ACM Banff Canada 131--140.","DOI":"10.1145\/1242572.1242591"},{"key":"e_1_3_2_2_3_1","volume-title":"Science Advances","volume":"8","author":"Binette Olivier","year":"2022","unstructured":"Olivier Binette and Rebecca C Steorts . 2022 . (Almost) all of entity resolution . Science Advances , Vol. 8 , 12 (2022), eabi8021. Olivier Binette and Rebecca C Steorts. 2022. (Almost) all of entity resolution. Science Advances, Vol. 8, 12 (2022), eabi8021."},{"key":"e_1_3_2_2_4_1","doi-asserted-by":"crossref","unstructured":"Gerrit Bloothooft Peter Christen Kees Mandemakers and Marijn Schraagen. 2015. Population Reconstruction. Springer Heidelberg.  Gerrit Bloothooft Peter Christen Kees Mandemakers and Marijn Schraagen. 2015. Population Reconstruction. Springer Heidelberg.","DOI":"10.1007\/978-3-319-19884-2"},{"key":"e_1_3_2_2_5_1","doi-asserted-by":"publisher","DOI":"10.1111\/j.1753-6405.2008.00160.x"},{"key":"e_1_3_2_2_6_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-82472-3_17"},{"key":"e_1_3_2_2_7_1","volume-title":"Entity Resolution, and Duplicate Detection","author":"Christen Peter","unstructured":"Peter Christen . 2012. Data Matching -- Concepts and Techniques for Record Linkage , Entity Resolution, and Duplicate Detection . Springer , Heidelberg . Peter Christen. 2012. Data Matching -- Concepts and Techniques for Record Linkage, Entity Resolution, and Duplicate Detection. Springer, Heidelberg."},{"key":"e_1_3_2_2_8_1","doi-asserted-by":"crossref","unstructured":"Peter Christen Ross Gayler and David Hawking. 2009. Similarity-Aware Indexing for Real-Time Entity Resolution. In CIKM. ACM Hong Kong 1565--1568.  Peter Christen Ross Gayler and David Hawking. 2009. Similarity-Aware Indexing for Real-Time Entity Resolution. In CIKM. ACM Hong Kong 1565--1568.","DOI":"10.1145\/1645953.1646173"},{"key":"e_1_3_2_2_9_1","volume-title":"Linking Sensitive Data","author":"Christen Peter","unstructured":"Peter Christen , Thilina Ranbaduge , and Rainer Schnell . 2020. Linking Sensitive Data . Springer , Heidelberg . Peter Christen, Thilina Ranbaduge, and Rainer Schnell. 2020. Linking Sensitive Data. Springer, Heidelberg."},{"key":"e_1_3_2_2_10_1","volume-title":"Common Misconceptions about Population Data. arXiv preprint arXiv:2112.10912","author":"Christen Peter","year":"2021","unstructured":"Peter Christen and Rainer Schnell . 2021. Common Misconceptions about Population Data. arXiv preprint arXiv:2112.10912 ( 2021 ). Peter Christen and Rainer Schnell. 2021. Common Misconceptions about Population Data. arXiv preprint arXiv:2112.10912 (2021)."},{"key":"e_1_3_2_2_11_1","volume-title":"SIGKDD","author":"Dong Xin Luna","unstructured":"Xin Luna Dong . 2018. Challenges and Innovations in Building a Product Knowledge Graph . In SIGKDD . ACM , London , 2869. Xin Luna Dong. 2018. Challenges and Innovations in Building a Product Knowledge Graph. In SIGKDD. ACM, London, 2869."},{"key":"e_1_3_2_2_12_1","volume-title":"Efficient Private Record Linkage. Ph.,D. Dissertation","author":"Durham Elizabeth Ashley","unstructured":"Elizabeth Ashley Durham . 2012. A Framework for Accurate , Efficient Private Record Linkage. Ph.,D. Dissertation . Faculty of the Graduate School of Vanderbilt University , Nashville, TN. Elizabeth Ashley Durham. 2012. A Framework for Accurate, Efficient Private Record Linkage. Ph.,D. Dissertation. Faculty of the Graduate School of Vanderbilt University, Nashville, TN."},{"key":"e_1_3_2_2_13_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732939.2732943"},{"key":"e_1_3_2_2_14_1","volume-title":"Machine Learning","volume":"110","author":"Hand David","year":"2021","unstructured":"David Hand , Peter Christen , and Nishadi Kirielle . 2021 . F*: an interpretable transformation of the F-measure . Machine Learning , Vol. 110 (03 2021), 451--456. David Hand, Peter Christen, and Nishadi Kirielle. 2021. F*: an interpretable transformation of the F-measure. Machine Learning, Vol. 110 (03 2021), 451--456."},{"key":"e_1_3_2_2_15_1","doi-asserted-by":"publisher","DOI":"10.1007\/s11222-017-9746-6"},{"key":"e_1_3_2_2_16_1","doi-asserted-by":"crossref","unstructured":"Piotr Indyk and Rajeev Motwani. 1998. Approximate nearest neighbors: towards removing the curse of dimensionality. In STOC. ACM Dallas 604--613.  Piotr Indyk and Rajeev Motwani. 1998. Approximate nearest neighbors: towards removing the curse of dimensionality. In STOC. ACM Dallas 604--613.","DOI":"10.1145\/276698.276876"},{"key":"e_1_3_2_2_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2017.2761759"},{"key":"e_1_3_2_2_18_1","volume-title":"EDBT.","author":"Kirielle Nishadi","unstructured":"Nishadi Kirielle , Peter Christen , and Thilina Ranbaduge . 2022a. TransER: Homogeneous Transfer Learning for Entity Resolution . In EDBT. Edinburgh , 118--130. Nishadi Kirielle, Peter Christen, and Thilina Ranbaduge. 2022a. TransER: Homogeneous Transfer Learning for Entity Resolution. In EDBT. Edinburgh, 118--130."},{"key":"e_1_3_2_2_19_1","volume-title":"Unsupervised Graph-Based Entity Resolution for Complex Entities. Transactions on Knowledge Discovery from Data","author":"Kirielle Nishadi","year":"2022","unstructured":"Nishadi Kirielle , Peter Christen , and Thilina Ranbaduge . 2022b. Unsupervised Graph-Based Entity Resolution for Complex Entities. Transactions on Knowledge Discovery from Data ( 2022 ), 29 pages. Nishadi Kirielle, Peter Christen, and Thilina Ranbaduge. 2022b. Unsupervised Graph-Based Entity Resolution for Complex Entities. Transactions on Knowledge Discovery from Data (2022), 29 pages."},{"key":"e_1_3_2_2_20_1","volume-title":"EDBT.","author":"Kirielle Nishadi","unstructured":"Nishadi Kirielle , Charini Nanayakkara , Peter Christen , Chris Dibben , Lee Williamson , Eilidh Garrett , and Clair Manson . 2022c. Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search . In EDBT. Edinburgh , 498--510. Nishadi Kirielle, Charini Nanayakkara, Peter Christen, Chris Dibben, Lee Williamson, Eilidh Garrett, and Clair Manson. 2022c. Unsupervised Graph-based Entity Resolution for Accurate and Efficient Family Pedigree Search. In EDBT. Edinburgh, 498--510."},{"key":"e_1_3_2_2_21_1","volume-title":"Mining of Massive Datasets","author":"Leskovec Jure","unstructured":"Jure Leskovec , Anand Rajaraman , and Jeffrey David Ullman . 2014. Mining of Massive Datasets . Cambridge University Press , Cambridge . Jure Leskovec, Anand Rajaraman, and Jeffrey David Ullman. 2014. Mining of Massive Datasets. Cambridge University Press, Cambridge."},{"key":"e_1_3_2_2_22_1","doi-asserted-by":"publisher","DOI":"10.14778\/3421424.3421431"},{"key":"e_1_3_2_2_23_1","article-title":"A Position Statement on Population Data Science: The science of data about people","volume":"3","author":"McGrail Kim","year":"2018","unstructured":"Kim McGrail , Kerina Jones , Ashley Akbari , Tellen D Bennett , Andy Boyd , 2018 . A Position Statement on Population Data Science: The science of data about people . International Journal of Population Data Science , Vol. 3 , 1 (2018), 11 pages. Kim McGrail, Kerina Jones, Ashley Akbari, Tellen D Bennett, Andy Boyd, et al. 2018. A Position Statement on Population Data Science: The science of data about people. International Journal of Population Data Science, Vol. 3, 1 (2018), 11 pages.","journal-title":"International Journal of Population Data Science"},{"key":"e_1_3_2_2_24_1","doi-asserted-by":"crossref","unstructured":"Venkata V. Meduri Lucian Popa Prithviraj Sen and Mohamed Sarwat. 2020. A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. In SIGMOD. ACM Portland 1133--1147.  Venkata V. Meduri Lucian Popa Prithviraj Sen and Mohamed Sarwat. 2020. A Comprehensive Benchmark Framework for Active Learning Methods in Entity Matching. In SIGMOD. ACM Portland 1133--1147.","DOI":"10.1145\/3318464.3380597"},{"key":"e_1_3_2_2_25_1","doi-asserted-by":"publisher","DOI":"10.23889\/ijpds.v4i1.1093"},{"key":"e_1_3_2_2_26_1","doi-asserted-by":"crossref","unstructured":"Sidharth Mudgal Han Li Theodoros Rekatsinas AnHai Doan etal 2018. Deep learning for entity matching: A design space exploration. In SIGMOD. ACM Houston 19--34.  Sidharth Mudgal Han Li Theodoros Rekatsinas AnHai Doan et al. 2018. Deep learning for entity matching: A design space exploration. In SIGMOD. ACM Houston 19--34.","DOI":"10.1145\/3183713.3196926"},{"key":"e_1_3_2_2_27_1","volume-title":"MLG, held at SIGKDD","author":"Nanayakkara Charini","unstructured":"Charini Nanayakkara , Peter Christen , and Thilina Ranbaduge . 2018. Temporal graph-based clustering for historical record linkage . In MLG, held at SIGKDD . ACM , London , 9 pages. Charini Nanayakkara, Peter Christen, and Thilina Ranbaduge. 2018. Temporal graph-based clustering for historical record linkage. In MLG, held at SIGKDD. ACM, London, 9 pages."},{"key":"e_1_3_2_2_28_1","volume-title":"Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage","author":"Nanayakkara Charini","unstructured":"Charini Nanayakkara , Peter Christen , and Thilina Ranbaduge . 2021. Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage . In PAKDD. Springer , Delhi , 321--333. Charini Nanayakkara, Peter Christen, and Thilina Ranbaduge. 2021. Active Learning Based Similarity Filtering for Efficient and Effective Record Linkage. In PAKDD. Springer, Delhi, 321--333."},{"key":"e_1_3_2_2_29_1","doi-asserted-by":"publisher","DOI":"10.2200\/S01067ED1V01Y202012DTM064"},{"key":"e_1_3_2_2_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/3377455"},{"key":"e_1_3_2_2_31_1","doi-asserted-by":"publisher","DOI":"10.14778\/2947618.2947624"},{"key":"e_1_3_2_2_32_1","volume-title":"Graph-boosted active learning for multi-source entity resolution","author":"Primpeli Anna","unstructured":"Anna Primpeli and Christian Bizer . 2021. Graph-boosted active learning for multi-source entity resolution . In ISWC. Springer , Virtual , 182--199. Anna Primpeli and Christian Bizer. 2021. Graph-boosted active learning for multi-source entity resolution. In ISWC. Springer, Virtual, 182--199."},{"key":"e_1_3_2_2_33_1","volume-title":"Verykios","author":"Ranbaduge Thilina","year":"2016","unstructured":"Thilina Ranbaduge , Dinusha Vatsalan , Peter Christen , and Vassilios S . Verykios . 2016 . Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. In PAKDD. Springer , Auckland, 415--427. Thilina Ranbaduge, Dinusha Vatsalan, Peter Christen, and Vassilios S. Verykios. 2016. Hashing-Based Distributed Multi-party Blocking for Privacy-Preserving Record Linkage. In PAKDD. Springer, Auckland, 415--427."},{"key":"e_1_3_2_2_34_1","doi-asserted-by":"publisher","DOI":"10.3366\/hac.2002.14.1-2.61"},{"key":"e_1_3_2_2_35_1","doi-asserted-by":"crossref","unstructured":"Kai-Sheng Teong Lay-Ki Soon and Tin Tin Su. 2020. Schema-Agnostic Entity Matching Using Pre-Trained Language Models. In CIKM. ACM Galway 2241--2244.  Kai-Sheng Teong Lay-Ki Soon and Tin Tin Su. 2020. Schema-Agnostic Entity Matching Using Pre-Trained Language Models. In CIKM. ACM Galway 2241--2244.","DOI":"10.1145\/3340531.3412131"},{"key":"e_1_3_2_2_36_1","volume-title":"Christos Faloutsos, and Davd Page.","author":"Zhang Wei","year":"2020","unstructured":"Wei Zhang , Hao Wei , Bunyamin Sisman , Xin Luna Dong , Christos Faloutsos, and Davd Page. 2020 . AutoBlock: A Hands-off Blocking Framework for Entity Matching. In WSDM. ACM, Houston , 744--752. Wei Zhang, Hao Wei, Bunyamin Sisman, Xin Luna Dong, Christos Faloutsos, and Davd Page. 2020. AutoBlock: A Hands-off Blocking Framework for Entity Matching. In WSDM. ACM, Houston, 744--752."}],"event":{"name":"CIKM '22: The 31st ACM International Conference on Information and Knowledge Management","location":"Atlanta GA USA","acronym":"CIKM '22","sponsor":["SIGWEB ACM Special Interest Group on Hypertext, Hypermedia, and Web","SIGIR ACM Special Interest Group on Information Retrieval"]},"container-title":["Proceedings of the 31st ACM International Conference on Information & Knowledge Management"],"original-title":[],"link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557631","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/3511808.3557631","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,17]],"date-time":"2025-06-17T17:51:09Z","timestamp":1750182669000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/3511808.3557631"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10,17]]},"references-count":36,"alternative-id":["10.1145\/3511808.3557631","10.1145\/3511808"],"URL":"https:\/\/doi.org\/10.1145\/3511808.3557631","relation":{},"subject":[],"published":{"date-parts":[[2022,10,17]]},"assertion":[{"value":"2022-10-17","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}