{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,27]],"date-time":"2026-10-27T18:50:28Z","timestamp":1793127028436,"version":"4.5.0"},"reference-count":40,"publisher":"Association for Computing Machinery (ACM)","issue":"7","license":[{"start":{"date-parts":[[2009,7,1]],"date-time":"2009-07-01T00:00:00Z","timestamp":1246406400000},"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":["Commun. ACM"],"published-print":{"date-parts":[[2009,7]]},"abstract":"<jats:p>Treasures abound from hidden facts found in imprecise data sets.<\/jats:p>","DOI":"10.1145\/1538788.1538810","type":"journal-article","created":{"date-parts":[[2009,6,30]],"date-time":"2009-06-30T13:10:17Z","timestamp":1246367417000},"page":"86-94","update-policy":"https:\/\/doi.org\/10.1145\/crossmark-policy","source":"Crossref","is-referenced-by-count":141,"title":["Probabilistic databases"],"prefix":"10.1145","volume":"52","author":[{"given":"Nilesh","family":"Dalvi","sequence":"first","affiliation":[{"name":"Yahoo! Research, Santa Clara, CA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Christopher","family":"R\u00e9","sequence":"additional","affiliation":[{"name":"University of Washington, Seattle, WA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Dan","family":"Suciu","sequence":"additional","affiliation":[{"name":"University of Washington, Seattle, WA"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"320","published-online":{"date-parts":[[2009,7]]},"reference":[{"key":"e_1_2_1_1_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2006.35"},{"key":"e_1_2_1_2_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2008.4497507"},{"key":"e_1_2_1_3_1","doi-asserted-by":"publisher","DOI":"10.1109\/69.166990"},{"key":"e_1_2_1_4_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-007-0080-z"},{"key":"e_1_2_1_5_1","volume-title":"VLDB","author":"Burdick D.","year":"2006","unstructured":"Burdick , D. , Deshpande , P. , Jayram , T.S. , Ramakrishnan , R. and Vaithyanathan , S . Efficient allocation algorithms for OLAP over imprecise data . In VLDB ( 2006 ), 391--402. Burdick, D., Deshpande, P., Jayram, T.S., Ramakrishnan, R. and Vaithyanathan, S. Efficient allocation algorithms for OLAP over imprecise data. In VLDB (2006), 391--402."},{"key":"e_1_2_1_6_1","first-page":"71","article-title":"The theory of probabilistic databases","author":"Cavallo R.","year":"1987","unstructured":"Cavallo , R. and Pittarelli , M . The theory of probabilistic databases . In Proceedings of VLDB ( 1987 ), 71 -- 81 . Cavallo, R. and Pittarelli, M. The theory of probabilistic databases. In Proceedings of VLDB (1987), 71--81.","journal-title":"Proceedings of VLDB ("},{"key":"e_1_2_1_7_1","doi-asserted-by":"publisher","DOI":"10.1145\/872757.872823"},{"key":"e_1_2_1_8_1","volume-title":"Database Systems","author":"Codd E.F.","year":"1972","unstructured":"Codd , E.F. Relational completeness of data base sublanguages . In Database Systems ( 1972 ), Prentice-Hall , 65--98. Codd, E.F. Relational completeness of data base sublanguages. In Database Systems (1972), Prentice-Hall, 65--98."},{"key":"e_1_2_1_9_1","volume-title":"Probabilistic Networks and Expert Systems","author":"Cowell R.","year":"1999","unstructured":"Cowell , R. , Dawid , P. , Lauritzen , S. and Spiegelhalter D. , eds. Probabilistic Networks and Expert Systems ( 1999 ), Springer . Cowell, R., Dawid, P., Lauritzen, S. and Spiegelhalter D., eds. Probabilistic Networks and Expert Systems (1999), Springer."},{"key":"e_1_2_1_10_1","doi-asserted-by":"publisher","DOI":"10.1145\/1265530.1265571"},{"key":"e_1_2_1_11_1","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-006-0004-3"},{"key":"e_1_2_1_12_1","doi-asserted-by":"publisher","DOI":"10.1145\/1265530.1265531"},{"key":"e_1_2_1_13_1","doi-asserted-by":"publisher","DOI":"10.1145\/765568.765570"},{"key":"e_1_2_1_14_1","volume-title":"CIDR","author":"DeRose P.","year":"2007","unstructured":"DeRose , P. , Shen , W. , Chen , F. , Lee , Y. , Burdick , D. , Doan , A. and Ramakrishnan , R . Dblife: A community information management platform for the database research community . In CIDR ( 2007 ), 169--172. DeRose, P., Shen, W., Chen, F., Lee, Y., Burdick, D., Doan, A. and Ramakrishnan, R. Dblife: A community information management platform for the database research community. In CIDR (2007), 169--172."},{"key":"e_1_2_1_15_1","volume-title":"VLDB","author":"Deshpande A.","year":"2004","unstructured":"Deshpande , A. , Guestrin , C. , Madden , S. , Hellerstein , J.M. and Hong , W . Model-driven data acquisition in sensor networks . In VLDB ( 2004 ), 588--599. Deshpande, A., Guestrin, C., Madden, S., Hellerstein, J.M. and Hong, W. Model-driven data acquisition in sensor networks. In VLDB (2004), 588--599."},{"key":"e_1_2_1_16_1","doi-asserted-by":"publisher","DOI":"10.1145\/375551.375567"},{"key":"e_1_2_1_17_1","volume-title":"IJCAI","author":"Friedman N.","year":"1999","unstructured":"Friedman , N. , Getoor , L. , Koller , D. and Pfeffer A . Learning probabilistic relational models . In IJCAI ( 1999 ), 1300--1309. Friedman, N., Getoor, L., Koller, D. and Pfeffer A. Learning probabilistic relational models. In IJCAI (1999), 1300--1309."},{"key":"e_1_2_1_18_1","doi-asserted-by":"publisher","DOI":"10.1145\/239041.239045"},{"key":"e_1_2_1_19_1","doi-asserted-by":"publisher","DOI":"10.1145\/275487.295124"},{"key":"e_1_2_1_20_1","volume-title":"VLDB","author":"Gupta R.","year":"2006","unstructured":"Gupta , R. and Sarawagi , S . Creating probabilistic databases from information extraction models . In VLDB ( 2006 ), 965--976. Gupta, R. and Sarawagi, S. Creating probabilistic databases from information extraction models. In VLDB (2006), 965--976."},{"key":"e_1_2_1_21_1","doi-asserted-by":"publisher","DOI":"10.1007\/s007780100054"},{"key":"e_1_2_1_22_1","doi-asserted-by":"publisher","DOI":"10.1145\/1634.1886"},{"key":"e_1_2_1_23_1","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376686"},{"key":"e_1_2_1_24_1","volume-title":"SODA","author":"Jayram T.","year":"2007","unstructured":"Jayram , T. , Kale , S. and Vee , E . Efficient aggregation algorithms for probabilistic data . In SODA ( 2007 ). Jayram, T., Kale, S. and Vee, E. Efficient aggregation algorithms for probabilistic data. In SODA (2007)."},{"key":"e_1_2_1_25_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2008.4497525"},{"key":"e_1_2_1_26_1","volume-title":"ICML","author":"Lafferty J.","year":"2001","unstructured":"Lafferty , J. , McCallum , A. and Pereira , F . Conditional random fields: Probabilistic models for segmenting and labeling sequence data . In ICML ( 2001 ). Lafferty, J., McCallum, A. and Pereira, F. Conditional random fields: Probabilistic models for segmenting and labeling sequence data. In ICML (2001)."},{"key":"e_1_2_1_27_1","doi-asserted-by":"publisher","DOI":"10.1145\/261124.261131"},{"key":"e_1_2_1_28_1","volume-title":"VLDB","author":"Nierman A.","year":"2002","unstructured":"Nierman , A. and Jagadish , H . ProTDB: Probabilistic data in XML . In VLDB ( 2002 ), 646--657. Nierman, A. and Jagadish, H. ProTDB: Probabilistic data in XML. In VLDB (2002), 646--657."},{"key":"e_1_2_1_29_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2009.123"},{"key":"e_1_2_1_30_1","volume-title":"VLDB","author":"Rastogi V.","year":"2007","unstructured":"Rastogi , V. , Suciu , D. and Hong , S . The boundary between privacy and utility in data publishing . In VLDB ( 2007 ). Rastogi, V., Suciu, D. and Hong, S. The boundary between privacy and utility in data publishing. In VLDB (2007)."},{"key":"e_1_2_1_31_1","volume-title":"ICDE","author":"R\u00e9 C.","year":"2007","unstructured":"R\u00e9 , C. , Dalvi , N. and Suciu , D . Efficient Top-k query evaluation on probabilistic data . In ICDE ( 2007 ). R\u00e9, C., Dalvi, N. and Suciu, D. Efficient Top-k query evaluation on probabilistic data. In ICDE (2007)."},{"key":"e_1_2_1_32_1","volume-title":"Proceedings of DBPL","author":"R\u00e9 C.","year":"2007","unstructured":"R\u00e9 , C. , Suciu , D. Efficient evaluation of having queries on a probabilistic database . In Proceedings of DBPL ( 2007 ). R\u00e9, C., Suciu, D. Efficient evaluation of having queries on a probabilistic database. In Proceedings of DBPL (2007)."},{"key":"e_1_2_1_33_1","volume-title":"Proceedings of VLDB (2007)","author":"R\u00e9 C.","unstructured":"R\u00e9 , C. and Suciu , D . Materialized views in probabilistic databases for information exchange and query optimization . In Proceedings of VLDB (2007) R\u00e9, C. and Suciu, D. Materialized views in probabilistic databases for information exchange and query optimization. In Proceedings of VLDB (2007)"},{"key":"e_1_2_1_34_1","doi-asserted-by":"publisher","DOI":"10.1145\/1376616.1376688"},{"key":"e_1_2_1_35_1","doi-asserted-by":"publisher","DOI":"10.1016\/0004-3702(94)00092-1"},{"key":"e_1_2_1_36_1","doi-asserted-by":"publisher","DOI":"10.1109\/ICDE.2007.367905"},{"key":"e_1_2_1_37_1","doi-asserted-by":"publisher","DOI":"10.1145\/1386118.1386119"},{"key":"e_1_2_1_38_1","doi-asserted-by":"publisher","DOI":"10.1145\/800070.802186"},{"key":"e_1_2_1_39_1","doi-asserted-by":"publisher","DOI":"10.5555\/647231.719420"},{"key":"e_1_2_1_40_1","doi-asserted-by":"publisher","DOI":"10.1145\/319732.319747"}],"container-title":["Communications of the ACM"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1538788.1538810","content-type":"unspecified","content-version":"vor","intended-application":"text-mining"},{"URL":"https:\/\/dl.acm.org\/doi\/pdf\/10.1145\/1538788.1538810","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T13:38:47Z","timestamp":1750253927000},"score":1,"resource":{"primary":{"URL":"https:\/\/dl.acm.org\/doi\/10.1145\/1538788.1538810"}},"subtitle":["diamonds in the dirt"],"short-title":[],"issued":{"date-parts":[[2009,7]]},"references-count":40,"journal-issue":{"issue":"7","published-print":{"date-parts":[[2009,7]]}},"alternative-id":["10.1145\/1538788.1538810"],"URL":"https:\/\/doi.org\/10.1145\/1538788.1538810","relation":{},"ISSN":["0001-0782","1557-7317"],"issn-type":[{"value":"0001-0782","type":"print"},{"value":"1557-7317","type":"electronic"}],"subject":[],"published":{"date-parts":[[2009,7]]},"assertion":[{"value":"2009-07-01","order":2,"name":"published","label":"Published","group":{"name":"publication_history","label":"Publication History"}}]}}