乐胖代购免代理版

{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,4,11]],"date-time":"2025-04-11T17:44:45Z","timestamp":1744393485959,"version":"3.37.3"},"reference-count":204,"publisher":"Association for Computing Machinery (ACM)","issue":"6","funder":[{"DOI":"10.13039\/501100007601","name":"Horizon 2020 Framework Programme","doi-asserted-by":"publisher","award":["825258"],"id":[{"id":"10.13039\/501100007601","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["ACM Comput. Surv."],"published-print":{"date-parts":[[2021,11,30]]},"abstract":"\n One of the most critical tasks for improving data quality and increasing the reliability of data analytics is\n Entity Resolution<\/jats:italic>\n (ER), which aims to identify different descriptions that refer to the same real-world entity. Despite several decades of research, ER remains a challenging problem. In this survey, we highlight the novel aspects of resolving Big Data entities when we should satisfy more than one of the Big Data characteristics simultaneously (i.e., Volume and Velocity with Variety). We present the basic concepts, processing steps, and execution strategies that have been proposed by database, semantic Web, and machine learning communities in order to cope with the loose\n structuredness<\/jats:italic>\n , extreme\n diversity<\/jats:italic>\n , high\n speed,<\/jats:italic>\n and large\n scale<\/jats:italic>\n of entity descriptions used by real-world applications. We provide an end-to-end view of ER workflows\u00a0for\u00a0Big Data, critically review the pros and cons of existing methods, and conclude with the main open research\u00a0directions.\n <\/jats:p>","DOI":"10.1145\/3418896","type":"journal-article","created":{"date-parts":[[2020,12,6]],"date-time":"2020-12-06T22:23:20Z","timestamp":1607293400000},"page":"1-42","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":117,"title":["An Overview of End-to-End Entity Resolution for Big Data"],"prefix":"10.1145","volume":"53","author":[{"given":"Vassilis","family":"Christophides","sequence":"first","affiliation":[{"name":"ENSEA, ETIS Lab, Cergy France"}]},{"given":"Vasilis","family":"Efthymiou","sequence":"additional","affiliation":[{"name":"IBM Research, USA"}]},{"given":"Themis","family":"Palpanas","sequence":"additional","affiliation":[{"name":"Universit\u00e9 de Paris and French University Institute (IUF), Paris, France"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7298-9431","authenticated-orcid":false,"given":"George","family":"Papadakis","sequence":"additional","affiliation":[{"name":"National and Kapodistrian University of Athens, Panepistimioupolis, Ilissia, Athens, Greece"}]},{"given":"Kostas","family":"Stefanidis","sequence":"additional","affiliation":[{"name":"Tampere University, Kalevantie, Tampere, Finland"}]}],"member":"320","published-online":{"date-parts":[[2020,12,6]]},"reference":[{"volume-title":"Aizawa and Keizo Oyama","year":"2005","author":"Akiko","key":"e_1_2_1_1_1"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.14778\/2732967.2732975"},{"key":"e_1_2_1_3_1","doi-asserted-by":"crossref","unstructured":"Yasser Altowim and Sharad Mehrotra. 2017. 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Gayler and David Hawking. 2013. Dynamic similarity-aware inverted indexing for real-time entity resolution. In Trends and Applications in Knowledge Discovery and Data Mining\u2014PAKDD International Workshops. 47--58. Banda Ramadan Peter Christen Huizhi Liang Ross W. Gayler and David Hawking. 2013. Dynamic similarity-aware inverted indexing for real-time entity resolution. 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A benchmarking study of embedding-based entity alignment for knowledge graphs. CoRR abs\/2003.07743. Zequn Sun Qingheng Zhang Wei Hu Chengming Wang Muhao Chen Farahnaz Akrami and Chengkai Li. 2020. A benchmarking study of embedding-based entity alignment for knowledge graphs. CoRR abs\/2003.07743."},{"key":"e_1_2_1_173_1","unstructured":"Saravanan Thirumuruganathan Shameem A. Puthiya Parambath Mourad Ouzzani Nan Tang and Shafiq Joty. 2018. Reuse and adaptation for entity resolution through transfer learning. CoRR abs\/1809.11084. Saravanan Thirumuruganathan Shameem A. Puthiya Parambath Mourad Ouzzani Nan Tang and Shafiq Joty. 2018. Reuse and adaptation for entity resolution through transfer learning. 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