{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,10]],"date-time":"2024-09-10T16:41:08Z","timestamp":1725986468064},"publisher-location":"Berlin, Heidelberg","reference-count":35,"publisher":"Springer Berlin Heidelberg","isbn-type":[{"type":"print","value":"9783662579312"},{"type":"electronic","value":"9783662579329"}],"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\/978-3-662-57932-9_3","type":"book-chapter","created":{"date-parts":[[2018,8,1]],"date-time":"2018-08-01T11:30:44Z","timestamp":1533123044000},"page":"81-112","update-policy":"http:\/\/dx.doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Quantifying and Propagating Uncertainty in Automated Linked Data Integration"],"prefix":"10.1007","author":[{"given":"Klitos","family":"Christodoulou","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Fernando Rene Sanchez","family":"Serrano","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Alvaro A. A.","family":"Fernandes","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Norman W.","family":"Paton","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2018,8,2]]},"reference":[{"doi-asserted-by":"crossref","unstructured":"Aumueller, D., Do, H.H., Massmann, S., Rahm, E.: Schema and ontology matching with COMA++. In: SIGMOD Conference, pp. 906\u2013908 (2005)","key":"3_CR1","DOI":"10.1145\/1066157.1066283"},{"issue":"5","key":"3_CR2","doi-asserted-by":"publisher","first-page":"656","DOI":"10.1016\/j.is.2013.01.006","volume":"38","author":"K Belhajjame","year":"2013","unstructured":"Belhajjame, K., Paton, N.W., Embury, S.M., Fernandes, A.A.A., Hedeler, C.: Incrementally improving dataspaces based on user feedback. Inf. Syst. 38(5), 656\u2013687 (2013)","journal-title":"Inf. Syst."},{"issue":"11","key":"3_CR3","doi-asserted-by":"crossref","first-page":"695","DOI":"10.14778\/3402707.3402710","volume":"4","author":"P Bernstein","year":"2011","unstructured":"Bernstein, P., Madhavan, J., Rahm, E.: Generic schema matching, ten years later. Proc. VLDB Endow. 4(11), 695\u2013701 (2011)","journal-title":"Proc. VLDB Endow."},{"key":"3_CR4","doi-asserted-by":"crossref","DOI":"10.1093\/oso\/9780198523963.001.0001","volume-title":"Applied Smoothing Techniques for Data Analysis: The Kernel Approach with S-Plus Illustrations","author":"AW Bowman","year":"1997","unstructured":"Bowman, A.W., Azzalini, A.: Applied Smoothing Techniques for Data Analysis: The Kernel Approach with S-Plus Illustrations. OUP, Oxford (1997)"},{"key":"3_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-662-46562-2_1","volume-title":"Transactions on Large-Scale Data- and Knowledge-Centered Systems XIX","author":"K Christodoulou","year":"2015","unstructured":"Christodoulou, K., Paton, N.W., Fernandes, A.A.A.: Structure inference for linked data sources using clustering. In: Hameurlain, A., K\u00fcng, J., Wagner, R., Bianchini, D., De Antonellis, V., De Virgilio, R. (eds.) Transactions on Large-Scale Data- and Knowledge-Centered Systems XIX. LNCS, vol. 8990, pp. 1\u201325. Springer, Heidelberg (2015). https:\/\/doi.org\/10.1007\/978-3-662-46562-2_1"},{"key":"3_CR6","doi-asserted-by":"crossref","DOI":"10.4135\/9781446263495","volume-title":"Surveys in Social Research: Research Methods\/Sociology","author":"D Vaus de","year":"2002","unstructured":"de Vaus, D.: Surveys in Social Research: Research Methods\/Sociology. Taylor & Francis, London (2002)"},{"issue":"2","key":"3_CR7","doi-asserted-by":"publisher","first-page":"469","DOI":"10.1007\/s00778-008-0119-9","volume":"18","author":"XL Dong","year":"2009","unstructured":"Dong, X.L., Halevy, A.Y., Yu, C.: Data integration with uncertainty. VLDB J. 18(2), 469\u2013500 (2009)","journal-title":"VLDB J."},{"key":"3_CR8","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/978-3-642-45315-1_1","volume-title":"Transactions on Large-Scale Data- and Knowledge-Centered Systems XII","author":"C Guo","year":"2013","unstructured":"Guo, C., Hedeler, C., Paton, N.W., Fernandes, A.A.A.: EvoMatch: an evolutionary algorithm for inferring schematic correspondences. In: Hameurlain, A., K\u00fcng, J., Wagner, R. (eds.) Transactions on Large-Scale Data- and Knowledge-Centered Systems XII. LNCS, vol. 8320, pp. 1\u201326. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-45315-1_1"},{"key":"3_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"92","DOI":"10.1007\/978-3-642-39467-6_11","volume-title":"Big Data","author":"C Guo","year":"2013","unstructured":"Guo, C., Hedeler, C., Paton, N.W., Fernandes, A.A.A.: MatchBench: benchmarking schema matching algorithms for schematic correspondences. In: Gottlob, G., Grasso, G., Olteanu, D., Schallhart, C. (eds.) BNCOD 2013. LNCS, vol. 7968, pp. 92\u2013106. Springer, Heidelberg (2013). https:\/\/doi.org\/10.1007\/978-3-642-39467-6_11"},{"issue":"8","key":"3_CR10","doi-asserted-by":"publisher","first-page":"50","DOI":"10.1145\/1103822.1103836","volume":"3","author":"AY Halevy","year":"2005","unstructured":"Halevy, A.Y.: Why your data won\u2019t mix: semantic heterogeneity. ACM Queue 3(8), 50\u201358 (2005)","journal-title":"ACM Queue"},{"doi-asserted-by":"crossref","unstructured":"Halevy, A.Y., Franklin, M.J., Maier, D.: Principles of dataspace systems. In: PODS, pp. 1\u20139 (2006)","key":"3_CR11","DOI":"10.1145\/1142351.1142352"},{"unstructured":"Halevy, A.Y., Rajaraman, A., Ordille, J.J.: Data integration: the teenage years. In: VLDB, pp. 9\u201316 (2006)","key":"3_CR12"},{"key":"3_CR13","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"126","DOI":"10.1007\/978-3-642-28148-8_6","volume-title":"Transactions on Large-Scale Data- and Knowledge-Centered Systems V","author":"C Hedeler","year":"2012","unstructured":"Hedeler, C., et al.: DSToolkit: an architecture for flexible dataspace management. In: Hameurlain, A., K\u00fcng, J., Wagner, R. (eds.) Transactions on Large-Scale Data- and Knowledge-Centered Systems V. LNCS, vol. 7100, pp. 126\u2013157. Springer, Heidelberg (2012). https:\/\/doi.org\/10.1007\/978-3-642-28148-8_6"},{"key":"3_CR14","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/978-3-642-12310-8_7","volume-title":"Search Computing","author":"C Hedeler","year":"2010","unstructured":"Hedeler, C., Belhajjame, K., Paton, N.W., Campi, A., Fernandes, A.A.A., Embury, S.M.: Chapter 7: dataspaces. In: Ceri, S., Brambilla, M. (eds.) Search Computing. LNCS, vol. 5950, pp. 114\u2013134. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-12310-8_7"},{"issue":"4","key":"3_CR15","first-page":"679","volume":"22","author":"RJ Hyndman","year":"2006","unstructured":"Hyndman, R.J., Koehler, A.B.: Another look at measures of forecast accuracy. IJF 22(4), 679\u2013688 (2006)","journal-title":"IJF"},{"key":"3_CR16","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"402","DOI":"10.1007\/978-3-642-17746-0_26","volume-title":"The Semantic Web \u2013 ISWC 2010","author":"P Jain","year":"2010","unstructured":"Jain, P., Hitzler, P., Sheth, A.P., Verma, K., Yeh, P.Z.: Ontology alignment for linked open data. In: Patel-Schneider, P.F., et al. (eds.) ISWC 2010. LNCS, vol. 6496, pp. 402\u2013417. Springer, Heidelberg (2010). https:\/\/doi.org\/10.1007\/978-3-642-17746-0_26"},{"issue":"12","key":"3_CR17","doi-asserted-by":"publisher","first-page":"12","DOI":"10.1109\/2.116884","volume":"24","author":"W Kim","year":"1991","unstructured":"Kim, W., Seo, J.: Classifying schematic and data heterogeneity in multidatabase systems. IEEE Comput. 24(12), 12\u201318 (1991)","journal-title":"IEEE Comput."},{"issue":"1","key":"3_CR18","first-page":"175","volume":"32","author":"NC Kuicheu","year":"2013","unstructured":"Kuicheu, N.C., Wang, N., Fanzou Tchuissang, G.N., Xu, D., Dai, G., Siewe, F.: Managing uncertain mediated schema and semantic mappings automatically in dataspace support platforms. Comput. Inform. 32(1), 175\u2013202 (2013)","journal-title":"Comput. Inform."},{"doi-asserted-by":"crossref","unstructured":"Lenzerini, M.: Data integration: a theoretical perspective. In: PODS, pp. 233\u2013246 (2002)","key":"3_CR19","DOI":"10.1145\/543613.543644"},{"unstructured":"Madhavan, J., et al.: Web-scale data integration: you can only afford to pay as you go. In: CIDR, pp. 342\u2013350 (2007)","key":"3_CR20"},{"unstructured":"Magnani, M., Montesi, D.: Uncertainty in data integration: current approaches and open problems. In: Proceedings of the First International VLDB Workshop on Management of Uncertain Data in Conjunction with VLDB 2007, Vienna, Austria, 24 September 2007, pp. 18\u201332 (2007)","key":"3_CR21"},{"key":"3_CR22","series-title":"Lecture Notes in Computer Science (Lecture Notes in Artificial Intelligence)","doi-asserted-by":"publisher","first-page":"60","DOI":"10.1007\/978-3-540-75410-7_5","volume-title":"Scalable Uncertainty Management","author":"A Marie","year":"2007","unstructured":"Marie, A., Gal, A.: Managing uncertainty in schema matcher ensembles. In: Prade, H., Subrahmanian, V.S. (eds.) SUM 2007. LNCS (LNAI), vol. 4772, pp. 60\u201373. Springer, Heidelberg (2007). https:\/\/doi.org\/10.1007\/978-3-540-75410-7_5"},{"key":"3_CR23","volume-title":"Probability, Random Variables and Stochastic Processes","author":"A Papoulis","year":"1991","unstructured":"Papoulis, A.: Probability, Random Variables and Stochastic Processes, 3rd edn. McGraw-Hill Companies, New York (1991)","edition":"3"},{"key":"3_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"81","DOI":"10.1007\/978-3-662-49192-8_7","volume-title":"SOFSEM 2016: Theory and Practice of Computer Science","author":"NW Paton","year":"2016","unstructured":"Paton, N.W., Belhajjame, K., Embury, S.M., Fernandes, A.A.A., Maskat, R.: Pay-as-you-go data integration: experiences and recurring themes. In: Freivalds, R.M., Engels, G., Catania, B. (eds.) SOFSEM 2016. LNCS, vol. 9587, pp. 81\u201392. Springer, Heidelberg (2016). https:\/\/doi.org\/10.1007\/978-3-662-49192-8_7"},{"unstructured":"Peukert, E., Ma\u00dfmann, S., K\u00f6nig, K.: Comparing similarity combination methods for schema matching. In: GI Jahrestagung, no. 1, pp. 692\u2013701 (2010)","key":"3_CR25"},{"issue":"1\u20132","key":"3_CR26","doi-asserted-by":"crossref","first-page":"45","DOI":"10.3233\/SW-2010-0016","volume":"1","author":"A Polleres","year":"2010","unstructured":"Polleres, A., Hogan, A., Harth, A., Decker, S.: Can we ever catch up with the web? Semant. Web 1(1\u20132), 45\u201352 (2010)","journal-title":"Semant. Web"},{"issue":"4","key":"3_CR27","doi-asserted-by":"publisher","first-page":"334","DOI":"10.1007\/s007780100057","volume":"10","author":"E Rahm","year":"2001","unstructured":"Rahm, E., Bernstein, P.A.: A survey of approaches to automatic schema matching. VLDB J. 10(4), 334\u2013350 (2001)","journal-title":"VLDB J."},{"key":"3_CR28","first-page":"156","volume":"11","author":"M Sabou","year":"2008","unstructured":"Sabou, M., d\u2019Aquin, M., Motta, E.: Exploring the semantic web as background knowledge for ontology matching. J. Data Semant. 11, 156\u2013190 (2008)","journal-title":"J. Data Semant."},{"key":"3_CR29","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"854","DOI":"10.1007\/978-3-540-68234-9_72","volume-title":"The Semantic Web: Research and Applications","author":"M Sabou","year":"2008","unstructured":"Sabou, M., d\u2019Aquin, M., Motta, E.: SCARLET: Semantic relation discovery by harvesting online ontologies. In: Bechhofer, S., Hauswirth, M., Hoffmann, J., Koubarakis, M. (eds.) ESWC 2008. LNCS, vol. 5021, pp. 854\u2013858. Springer, Heidelberg (2008). https:\/\/doi.org\/10.1007\/978-3-540-68234-9_72"},{"doi-asserted-by":"crossref","unstructured":"Das Sarma, A., Dong, X., Halevy, A.Y.: Bootstrapping pay-as-you-go data integration systems. In: SIGMOD Conference, pp. 861\u2013874 (2008)","key":"3_CR30","DOI":"10.1145\/1376616.1376702"},{"key":"3_CR31","series-title":"Data-Centric Systems and Applications","doi-asserted-by":"publisher","first-page":"75","DOI":"10.1007\/978-3-642-16518-4_4","volume-title":"Schema Matching and Mapping","author":"AD Sarma","year":"2011","unstructured":"Sarma, A.D., Dong, X.L., Halevy, A.Y.: Uncertainty in data integration and dataspace support platforms. In: Bellahsene, Z., Bonifati, A., Rahm, E. (eds.) Schema Matching and Mapping. DCSA, pp. 75\u2013108. Springer, Heidelberg (2011). https:\/\/doi.org\/10.1007\/978-3-642-16518-4_4"},{"issue":"1","key":"3_CR32","doi-asserted-by":"publisher","first-page":"158","DOI":"10.1109\/TKDE.2011.253","volume":"25","author":"P Shvaiko","year":"2013","unstructured":"Shvaiko, P., Euzenat, J.: Ontology matching: state of the art and future challenges. IEEE Trans. Knowl. Data Eng. 25(1), 158\u2013176 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"3_CR33","doi-asserted-by":"publisher","DOI":"10.1007\/978-1-4899-3324-9","volume-title":"Density Estimation for Statistics and Data Analysis","author":"BW Silverman","year":"1986","unstructured":"Silverman, B.W.: Density Estimation for Statistics and Data Analysis. Chapman & Hall, London (1986)"},{"issue":"4","key":"3_CR34","doi-asserted-by":"publisher","first-page":"544","DOI":"10.1109\/TIT.1965.1053826","volume":"11","author":"J Spragins","year":"2006","unstructured":"Spragins, J.: A note on the iterative application of Bayes\u2019 rule. IEEE Trans. Inf. Theory 11(4), 544\u2013549 (2006)","journal-title":"IEEE Trans. Inf. Theory"},{"issue":"3","key":"3_CR35","doi-asserted-by":"publisher","first-page":"138","DOI":"10.1524\/itit.2012.0674","volume":"54","author":"M Keulen van","year":"2012","unstructured":"van Keulen, M.: Managing uncertainty: the road towards better data interoperability. IT - Inf. Technol. 54(3), 138\u2013146 (2012)","journal-title":"IT - Inf. Technol."}],"container-title":["Lecture Notes in Computer Science","Transactions on Large-Scale Data- and Knowledge-Centered Systems XXXVII"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-662-57932-9_3","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,8]],"date-time":"2024-07-08T21:17:56Z","timestamp":1720473476000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-662-57932-9_3"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018]]},"ISBN":["9783662579312","9783662579329"],"references-count":35,"URL":"https:\/\/doi.org\/10.1007\/978-3-662-57932-9_3","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2018]]}}}