{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,26]],"date-time":"2025-03-26T18:34:44Z","timestamp":1743014084284,"version":"3.40.3"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319930367"},{"type":"electronic","value":"9783319930374"}],"license":[{"start":{"date-parts":[[2018,1,1]],"date-time":"2018-01-01T00:00:00Z","timestamp":1514764800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018]]},"DOI":"10.1007\/978-3-319-93037-4_28","type":"book-chapter","created":{"date-parts":[[2018,6,19]],"date-time":"2018-06-19T16:00:13Z","timestamp":1529424013000},"page":"350-362","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":3,"title":["Active Blocking Scheme Learning for Entity Resolution"],"prefix":"10.1007","author":[{"given":"Jingyu","family":"Shao","sequence":"first","affiliation":[]},{"given":"Qing","family":"Wang","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2018,6,20]]},"reference":[{"key":"28_CR1","doi-asserted-by":"crossref","unstructured":"Arasu, A., G\u00f6tz, M., Kaushik, R.: On active learning of record matching packages. In: Proceedings of the 2010 ACM SIGMOD International Conference on Management of data, pp. 783\u2013794 (2010)","DOI":"10.1145\/1807167.1807252"},{"key":"28_CR2","doi-asserted-by":"crossref","unstructured":"Bellare, K., Iyengar, S., Parameswaran, A.G., Rastogi, V.: Active sampling for entity matching. In: Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data mining, pp. 1131\u20131139 (2012)","DOI":"10.1145\/2339530.2339707"},{"key":"28_CR3","doi-asserted-by":"crossref","unstructured":"Bilenko, M., Kamath, B., Mooney, R.J.: Adaptive blocking: learning to scale up record linkage. In: Proceedings of the 6th International Conference on Data Mining, pp. 87\u201396 (2006)","DOI":"10.1109\/ICDM.2006.13"},{"key":"28_CR4","doi-asserted-by":"crossref","first-page":"321","DOI":"10.1613\/jair.953","volume":"16","author":"NV Chawla","year":"2002","unstructured":"Chawla, N.V., Bowyer, K.W., Hall, L.O., Kegelmeyer, W.P.: SMOTE: synthetic minority over-sampling technique. J. Artif. Intell. Res. 16, 321\u2013357 (2002)","journal-title":"J. Artif. Intell. Res."},{"key":"28_CR5","series-title":"Concepts and Techniques For Record Linkage, Entity Resolution, and Duplicate Detection","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-31164-2","volume-title":"Data Matching","author":"P Christen","year":"2012","unstructured":"Christen, P.: Data Matching. Concepts and Techniques For Record Linkage, Entity Resolution, and Duplicate Detection. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-31164-2"},{"issue":"9","key":"28_CR6","doi-asserted-by":"publisher","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."},{"key":"28_CR7","doi-asserted-by":"crossref","unstructured":"Dasgupta, S., Hsu, D.: Hierarchical sampling for active learning. In: Proceedings of the 25th International Conference on Machine Learning, pp. 208\u2013215 (2008)","DOI":"10.1145\/1390156.1390183"},{"key":"28_CR8","doi-asserted-by":"crossref","unstructured":"Ertekin, S., Huang, J., Bottou, L., Giles, L.: Learning on the border: active learning in imbalanced data classification. In: Proceedings of the 16th ACM Conference on Information and Knowledge Management, pp. 127\u2013136 (2007)","DOI":"10.1145\/1321440.1321461"},{"issue":"328","key":"28_CR9","doi-asserted-by":"publisher","first-page":"1183","DOI":"10.1080\/01621459.1969.10501049","volume":"64","author":"IP Fellegi","year":"1969","unstructured":"Fellegi, I.P., Sunter, A.B.: A theory for record linkage. J. Am. Stat. Assoc. 64(328), 1183\u20131210 (1969)","journal-title":"J. Am. Stat. Assoc."},{"key":"28_CR10","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"338","DOI":"10.1007\/978-3-319-31750-2_27","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"J Fisher","year":"2016","unstructured":"Fisher, J., Christen, P., Wang, Q.: Active learning based entity resolution using Markov logic. In: Bailey, J., Khan, L., Washio, T., Dobbie, G., Huang, J.Z., Wang, R. (eds.) PAKDD 2016. LNCS (LNAI), vol. 9652, pp. 338\u2013349. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-31750-2_27"},{"issue":"9","key":"28_CR11","doi-asserted-by":"publisher","first-page":"697","DOI":"10.14778\/2732939.2732943","volume":"7","author":"A Gruenheid","year":"2014","unstructured":"Gruenheid, A., Dong, X.L., Srivastava, D.: Incremental record linkage. Proc. VLDB Endowment 7(9), 697\u2013708 (2014)","journal-title":"Proc. VLDB Endowment"},{"key":"28_CR12","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"561","DOI":"10.1007\/978-3-319-57454-7_44","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Y Hu","year":"2017","unstructured":"Hu, Y., Wang, Q., Vatsalan, D., Christen, P.: Improving temporal record linkage using regression classification. In: Kim, J., Shim, K., Cao, L., Lee, J.-G., Lin, X., Moon, Y.-S. (eds.) PAKDD 2017. LNCS (LNAI), vol. 10234, pp. 561\u2013573. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-57454-7_44"},{"key":"28_CR13","doi-asserted-by":"crossref","unstructured":"Kejriwal, M., Miranker, D.P.: An unsupervised algorithm for learning blocking schemes. In: Proceedings of the 13th International Conference on Data Mining, pp. 340\u2013349 (2013)","DOI":"10.1109\/ICDM.2013.60"},{"issue":"1\u20132","key":"28_CR14","doi-asserted-by":"publisher","first-page":"484","DOI":"10.14778\/1920841.1920904","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. Proc. VLDB Endowment 3(1\u20132), 484\u2013493 (2010)","journal-title":"Proc. VLDB Endowment"},{"key":"28_CR15","unstructured":"Michelson, M., Knoblock, C.A.: Learning blocking schemes for record linkage. In: Proceedings of the 21st Association for the Advancement of Artificial Intelligence, pp. 440\u2013445 (2006)"},{"issue":"1","key":"28_CR16","doi-asserted-by":"publisher","first-page":"166","DOI":"10.1109\/TKDE.2015.2468711","volume":"28","author":"Q Wang","year":"2016","unstructured":"Wang, Q., Cui, M., Liang, H.: Semantic-aware blocking for entity resolution. IEEE Trans. Knowl. Data Eng. 28(1), 166\u2013180 (2016)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"28_CR17","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"283","DOI":"10.1007\/978-3-319-31750-2_23","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Q Wang","year":"2016","unstructured":"Wang, Q., Gao, J., Christen, P.: A clustering-based framework for incrementally repairing entity resolution. In: Bailey, J., Khan, L., Washio, T., Dobbie, G., Huang, J.Z., Wang, R. (eds.) PAKDD 2016. LNCS (LNAI), vol. 9652, pp. 283\u2013295. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-31750-2_23"},{"key":"28_CR18","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"562","DOI":"10.1007\/978-3-319-18032-8_44","volume-title":"Advances in Knowledge Discovery and Data Mining","author":"Q Wang","year":"2015","unstructured":"Wang, Q., Vatsalan, D., Christen, P.: Efficient interactive training selection for large-scale entity resolution. In: Cao, T., Lim, E.-P., Zhou, Z.-H., Ho, T.-B., Cheung, D., Motoda, H. (eds.) PAKDD 2015. LNCS (LNAI), vol. 9078, pp. 562\u2013573. Springer, Cham (2015). https:\/\/doi.org\/10.1007\/978-3-319-18032-8_44"}],"container-title":["Lecture Notes in Computer Science","Advances in Knowledge Discovery and Data Mining"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-93037-4_28","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,13]],"date-time":"2024-03-13T10:50:22Z","timestamp":1710327022000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-93037-4_28"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783319930367","9783319930374"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-93037-4_28","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]},"assertion":[{"value":"20 June 2018","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"PAKDD","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Pacific-Asia Conference on Knowledge Discovery and Data Mining","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Melbourne, VIC","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Australia","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2018","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 June 2018","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 June 2018","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"22","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"pakdd2018","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/prada-research.net\/pakdd18\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}