{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,10]],"date-time":"2026-03-10T11:49:29Z","timestamp":1773143369401,"version":"3.50.1"},"reference-count":73,"publisher":"Association for Computing Machinery (ACM)","issue":"1","license":[{"start":{"date-parts":[[2012,4,25]],"date-time":"2012-04-25T00:00:00Z","timestamp":1335312000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.acm.org\/publications\/policies\/copyright_policy#Background"}],"content-domain":{"domain":["dl.acm.org"],"crossmark-restriction":true},"short-container-title":["SIGMOD Rec."],"published-print":{"date-parts":[[2012,4,25]]},"abstract":"<jats:p>With a multitude of data sources available online, data consumers might find it hard to select the best combination of sources for their needs. Aspects such as price, licensing, service and data quality play a major role in selecting data sources. We therefore advocate qualityaware data services as a natural data source model for complex data integration tasks and mash-ups. This paper focuses on requirements, state of the art, and the main research challenges on the way to the realization of such services.<\/jats:p>","DOI":"10.1145\/2206869.2206873","type":"journal-article","created":{"date-parts":[[2012,5,1]],"date-time":"2012-05-01T13:43:38Z","timestamp":1335879818000},"page":"11-19","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":33,"title":["Quality-aware service-oriented data integration"],"prefix":"10.1145","volume":"41","author":[{"given":"Schahram","family":"Dustdar","sequence":"first","affiliation":[{"name":"Vienna University of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Reinhard","family":"Pichler","sequence":"additional","affiliation":[{"name":"Vienna University of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vadim","family":"Savenkov","sequence":"additional","affiliation":[{"name":"Vienna University of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Hong-Linh","family":"Truong","sequence":"additional","affiliation":[{"name":"Vienna University of Technology"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"320","published-online":{"date-parts":[[2012,4,25]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1145\/275487.275516"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2006.35"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2006.83"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.5121\/ijdms.2011.3105"},{"key":"e_1_2_1_5_1","doi-asserted-by":"publisher","DOI":"10.1145\/1541880.1541883"},{"key":"e_1_2_1_6_1","first-page":"46","volume-title":"Mbinkeu. Quality-Driven Query Processing Techniques in the MOMIS Integration System Advances in Databases and Information Systems. In Proc. ADBIS '10","author":"Beneventano D.","year":"2011"},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-007-0080-z"},{"key":"e_1_2_1_8_1","first-page":"89","volume-title":"Proc. WebDB '02","author":"Bernstein P. A.","year":"2002"},{"key":"e_1_2_1_9_1","doi-asserted-by":"publisher","DOI":"10.1145\/1378727.1378745"},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-22970-1_5"},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1145\/1456650.1456651"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2010.34"},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.5555\/645504.656274"},{"key":"e_1_2_1_14_1","doi-asserted-by":"publisher","DOI":"10.1145\/1055558.1055593"},{"key":"e_1_2_1_15_1","doi-asserted-by":"publisher","DOI":"10.1145\/1068009.1068189"},{"key":"e_1_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.5555\/2027776.2027788"},{"key":"e_1_2_1_17_1","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2010.60"},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1025542915514"},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-87993-0_1"},{"key":"e_1_2_1_20_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-10383-4_15"},{"key":"e_1_2_1_21_1","volume-title":"The National Academies Press","author":"Committee on Licensing Geographic Data and Services, National Research Council.","year":"2004"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1558334.1558343"},{"key":"e_1_2_1_23_1","first-page":"687","volume-title":"Proc. VLDB'07","author":"Dong X. L.","year":"2007"},{"key":"e_1_2_1_24_1","doi-asserted-by":"publisher","DOI":"10.1O16\/j.tcs.2004.10.033"},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1145\/1376916.1376922"},{"key":"e_1_2_1_26_1","doi-asserted-by":"publisher","DOI":"10.1007\/11948148_30"},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICCBSS.2008.29"},{"key":"e_1_2_1_28_1","doi-asserted-by":"publisher","DOI":"10.1145\/1265530.1265549"},{"key":"e_1_2_1_29_1","volume-title":"QDB '11","author":"Golab L."},{"key":"e_1_2_1_30_1","doi-asserted-by":"publisher","DOI":"10.1145\/1346330.1346334"},{"key":"e_1_2_1_31_1","doi-asserted-by":"publisher","DOI":"10.1145\/152610.152611"},{"key":"e_1_2_1_32_1","first-page":"675","volume-title":"Proc. VLDB '07","author":"Green T. J.","year":"2007"},{"key":"e_1_2_1_33_1","doi-asserted-by":"publisher","DOI":"10.1145\/1265530.1265535"},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1007\/11965893_3"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1007\/s007780100054"},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1145\/1142351.1142352"},{"key":"e_1_2_1_37_1","first-page":"505","volume-title":"IEEE ICDE '03","author":"Halevy A. Y."},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-89652-4_62"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022445108617"},{"key":"e_1_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1109\/TSC.2009.12"},{"key":"e_1_2_1_41_1","doi-asserted-by":"publisher","DOI":"10.1145\/371578.371598"},{"key":"e_1_2_1_42_1","unstructured":"K. Lee J. Jeon W. Lee S.-H. Jeong and S.-W. P. (eds.). QoS for web services: Requirements and possible approaches Nov. 2003. W3C Technical Report.  K. Lee J. Jeon W. Lee S.-H. Jeong and S.-W. P. (eds.). QoS for web services: Requirements and possible approaches Nov. 2003. W3C Technical Report."},{"key":"e_1_2_1_43_1","doi-asserted-by":"publisher","DOI":"10.1145\/543613.543644"},{"key":"e_1_2_1_44_1","first-page":"332","volume-title":"Proc. IEEE SCW '07","author":"Liu X."},{"key":"e_1_2_1_45_1","volume-title":"CAiSE'06 Doct","author":"Marotta A.","year":"2006"},{"key":"e_1_2_1_46_1","doi-asserted-by":"crossref","unstructured":"E.\n       \n      Masuoka D.\n       \n      Roy R.\n       \n      Wolfe J.\n       \n      Morisette S.\n       \n      Sinno M.\n       \n      Teague N.\n       \n      Saleous S.\n       \n      Devadiga C. O.\n       \n      Justice and \n      \n      \n      J.\n       \n      Nickeson\n      \n  \n  . \n  MODIS land data products: Generation quality assurance and validation land remote sensing and global environmental change\n  . volume \n  11\n   of \n  Remote Sensing and Digital Image Processing chapter 22 pages \n  509\n  --\n  531\n  . \n  Springer 2011\n  .  E. Masuoka D. Roy R. Wolfe J. Morisette S. Sinno M. Teague N. Saleous S. Devadiga C. O. Justice and J. Nickeson. MODIS land data products: Generation quality assurance and validation land remote sensing and global environmental change. volume 11 of Remote Sensing and Digital Image Processing chapter 22 pages 509--531. Springer 2011.","DOI":"10.1007\/978-1-4419-6749-7_22"},{"key":"e_1_2_1_47_1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30145-5_24"},{"key":"e_1_2_1_48_1","volume-title":"Proc. LDOW '08","author":"Miller P.","year":"2008"},{"key":"e_1_2_1_49_1","doi-asserted-by":"publisher","DOI":"10.1007\/11965893_7"},{"key":"e_1_2_1_50_1","doi-asserted-by":"publisher","DOI":"10.5555\/1791545"},{"key":"e_1_2_1_51_1","doi-asserted-by":"publisher","DOI":"10.1287\/mnsc.1040.0237"},{"key":"e_1_2_1_52_1","doi-asserted-by":"publisher","DOI":"10.1287\/isre.1070.0161"},{"key":"e_1_2_1_53_1","doi-asserted-by":"publisher","DOI":"10.1145\/1526709.1526788"},{"key":"e_1_2_1_54_1","volume-title":"Proc. MUD '10, CTIT Workshop Proc. Series","author":"Pichler R.","year":"2010"},{"key":"e_1_2_1_55_1","doi-asserted-by":"publisher","DOI":"10.1145\/505248.506010"},{"key":"e_1_2_1_56_1","first-page":"396","volume-title":"IEEE ICDE '07","author":"Pitoura T."},{"key":"e_1_2_1_57_1","doi-asserted-by":"publisher","DOI":"10.1007\/s007780100048"},{"key":"e_1_2_1_58_1","doi-asserted-by":"publisher","DOI":"10.1145\/844357.844360"},{"key":"e_1_2_1_59_1","unstructured":"T. C. Redman. Second-generation data quality systems chapter 34 of Juran's quality handbook J.M. Juran and G.A.Blanton eds. 1999.  T. C. Redman. Second-generation data quality systems chapter 34 of Juran's quality handbook J.M. Juran and G.A.Blanton eds. 1999."},{"key":"e_1_2_1_60_1","first-page":"333","volume-title":"Proc. IQ '04","author":"Scannapieco M.","year":"2004"},{"key":"e_1_2_1_61_1","doi-asserted-by":"publisher","DOI":"10.1016\/j.is.2003.12.004"},{"key":"e_1_2_1_62_1","doi-asserted-by":"publisher","DOI":"10.1145\/1376916.1376956"},{"key":"e_1_2_1_63_1","first-page":"500","volume-title":"Proc. ICIS '94","author":"Strong D. M.","year":"2004"},{"key":"e_1_2_1_64_1","doi-asserted-by":"publisher","DOI":"10.1109\/SEAA.2008.44"},{"key":"e_1_2_1_65_1","doi-asserted-by":"publisher","DOI":"10.1109\/APSCC.2010.54"},{"key":"e_1_2_1_66_1","doi-asserted-by":"publisher","DOI":"10.1109\/APSCC.2010.54"},{"key":"e_1_2_1_67_1","doi-asserted-by":"publisher","DOI":"10.1109\/APSCC.2011.65"},{"key":"e_1_2_1_68_1","first-page":"174","volume-title":"Proc. CIDR '05","author":"T\u00fcrker C."},{"key":"e_1_2_1_69_1","volume-title":"Inf. Dept.","author":"Unal O.","year":"2004"},{"key":"e_1_2_1_70_1","first-page":"36","volume-title":"Proc. DEXA Workshop '97","author":"Voorhoeve M.","year":"1997"},{"key":"e_1_2_1_71_1","volume-title":"Proc. IEEE AINA '12","author":"Vu Q. H."},{"key":"e_1_2_1_72_1","doi-asserted-by":"publisher","DOI":"10.1016\/0167-9236(93)E0050-N"},{"key":"e_1_2_1_73_1","doi-asserted-by":"publisher","DOI":"10.1007\/11948148_32"}],"container-title":["ACM SIGMOD Record"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2206869.2206873","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/2206869.2206873","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T09:20:54Z","timestamp":1750238454000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/2206869.2206873"}},"subtitle":["requirements, state of the art and open challenges"],"short-title":[],"issued":{"date-parts":[[2012,4,25]]},"references-count":73,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2012,4,25]]}},"alternative-id":["10.1145\/2206869.2206873"],"URL":"https:\/\/doi.org\/10.1145\/2206869.2206873","relation":{},"ISSN":["0163-5808"],"issn-type":[{"value":"0163-5808","type":"print"}],"subject":[],"published":{"date-parts":[[2012,4,25]]},"assertion":[{"value":"2012-04-25","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}