{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,28]],"date-time":"2026-03-28T20:21:33Z","timestamp":1774729293744,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2021,3,1]],"date-time":"2021-03-01T00:00:00Z","timestamp":1614556800000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100000266","name":"Engineering and Physical Sciences Research Council","doi-asserted-by":"publisher","award":["EP\/M025268\/1"],"award-info":[{"award-number":["EP\/M025268\/1"]}],"id":[{"id":"10.13039\/501100000266","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Big Data"],"published-print":{"date-parts":[[2021,3,1]]},"DOI":"10.1109\/tbdata.2019.2907588","type":"journal-article","created":{"date-parts":[[2019,5,8]],"date-time":"2019-05-08T16:02:07Z","timestamp":1557331327000},"page":"169-186","source":"Crossref","is-referenced-by-count":11,"title":["Incorporating Data Context to Cost-Effectively Automate End-to-End Data Wrangling"],"prefix":"10.1109","volume":"7","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-0377-9008","authenticated-orcid":false,"given":"Martin","family":"Koehler","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3694-5116","authenticated-orcid":false,"given":"Edward","family":"Abel","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alex","family":"Bogatu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Cristina","family":"Civili","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Lacramioara","family":"Mazilu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Nikolaos","family":"Konstantinou","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alvaro A.A.","family":"Fernandes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"John","family":"Keane","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Leonid","family":"Libkin","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Norman W.","family":"Paton","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2013.01.006"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2017.2719054"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2018.2824812"},{"key":"ref32","doi-asserted-by":"crossref","first-page":"97","DOI":"10.14778\/2535568.2448943","article-title":"Truth finding on the deep web: Is the problem solved?","volume":"6","author":"li","year":"2013","journal-title":"Proc VLDB Endow"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1145\/1926385.1926423"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.14778\/2536206.2536209"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1145\/2723372.2749452"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/1352431.1352446"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.14778\/1920841.1920867"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.14778\/2994509.2994518"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1145\/2590989.2590995"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3058730"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2016.2640301"},{"key":"ref2","article-title":"Data wrangling: The challenging yourney from the wild to the lake","author":"terrizzano","year":"2015","journal-title":"Proc Conf Innovative Data Syst Res"},{"key":"ref1","first-page":"1","article-title":"Research directions for principles of data management (dagstuhl perspectives workshop)","volume":"7","author":"abiteboul","year":"2018","journal-title":"Dagstuhl Manifestos"},{"key":"ref20","article-title":"A machine learning approach to foreign key discovery","author":"rostin","year":"2009","journal-title":"Proc 12th Int Workshop Web Databases"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2010.154"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/2882903.2915203"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-60795-5_4"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2017.11.019"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-662-46562-2_1"},{"key":"ref25","first-page":"315","article-title":"Improving data quality: Consistency and accuracy","author":"cong","year":"2007","journal-title":"Proc Int Conf On Very Large Data Bases"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2017.2688360"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1145\/1978942.1979444"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/BigData.2017.8258015"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-73117-9_1"},{"key":"ref12","first-page":"473","article-title":"Data wrangling for big data: Challenges and opportunities","author":"furche","year":"2016","journal-title":"Proc Intl Conf Extending Database Technology"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.14778\/2733085.2733091"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2016.7498319"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/1066157.1066283"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.14778\/3137628.3137657"},{"key":"ref17","article-title":"The seven tenets of scalable data unification","author":"stonebraker","year":"2017"},{"key":"ref18","article-title":"Programming by examples - and its applications in data wrangling","author":"gulwani","year":"2016","journal-title":"Dependable Software Systems Engineering"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24106-7"},{"key":"ref4","article-title":"NIST big data interoperability framework: Volume 3, use cases and general requirements","volume":"2","year":"2018"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.ifacol.2015.05.197"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2017.2690906"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2018.2839919"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/2192-113X-3-4"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1145\/3070607.3070613"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1145\/3183713.3183757"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-016-0057-9"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3035918.3058740"},{"key":"ref45","article-title":"The data civilizer system","author":"deng","year":"2017","journal-title":"Proc 8th Biennial Conf Innovative Data Syst Res"},{"key":"ref48","article-title":"Ground: A data context service","author":"hellerstein","year":"2017","journal-title":"Proc Conf Innovative Data Syst Res"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/1592761.1592793"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-66917-5_10"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.14778\/2994509.2994534"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TBDATA.2017.2677964"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/s10115-017-1057-x"}],"container-title":["IEEE Transactions on Big Data"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6687317\/9366322\/08691825.pdf?arnumber=8691825","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,12]],"date-time":"2022-01-12T11:36:39Z","timestamp":1641987399000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8691825\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,3,1]]},"references-count":50,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/tbdata.2019.2907588","relation":{},"ISSN":["2332-7790","2372-2096"],"issn-type":[{"value":"2332-7790","type":"electronic"},{"value":"2372-2096","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021,3,1]]}}}