{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,28]],"date-time":"2025-11-28T21:11:29Z","timestamp":1764364289371,"version":"3.41.0"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"S5","license":[{"start":{"date-parts":[[2017,8,21]],"date-time":"2017-08-21T00:00:00Z","timestamp":1503273600000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Cluster Comput"],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1007\/s10586-017-1029-7","type":"journal-article","created":{"date-parts":[[2017,8,21]],"date-time":"2017-08-21T09:24:38Z","timestamp":1503307478000},"page":"10401-10413","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":17,"title":["Multi-level semantic annotation and unified data integration using semantic web ontology in big data processing"],"prefix":"10.1007","volume":"22","author":[{"given":"P. Shobha","family":"Rani","sequence":"first","affiliation":[]},{"given":"R. M.","family":"Suresh","sequence":"additional","affiliation":[]},{"given":"R.","family":"Sethukarasi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,8,21]]},"reference":[{"issue":"2","key":"1029_CR1","doi-asserted-by":"publisher","first-page":"171","DOI":"10.1007\/s11036-013-0489-0","volume":"19","author":"M Chen","year":"2014","unstructured":"Chen, M., Mao, S., Liu, Y.: Big data: a survey. Mob. Netw. Appl. 19(2), 171\u2013209 (2014)","journal-title":"Mob. Netw. Appl."},{"key":"1029_CR2","doi-asserted-by":"publisher","first-page":"70","DOI":"10.1016\/j.cosrev.2015.05.002","volume":"17","author":"CK Emani","year":"2015","unstructured":"Emani, C.K., Cullot, N., Nicolle, C.: Understandable big data: a survey. Comput. Sci. Rev. 17, 70\u201381 (2015)","journal-title":"Comput. Sci. Rev."},{"issue":"4","key":"1029_CR3","doi-asserted-by":"publisher","first-page":"62","DOI":"10.1109\/MCI.2014.2350953","volume":"9","author":"ZH Zhou","year":"2014","unstructured":"Zhou, Z.H., Chawla, N.V., Jin, Y., Williams, G.J.: Big data opportunities and challenges: discussions from data analytics perspectives. IEEE Trans. Comput. Intell. Mag. 9(4), 62\u201374 (2014)","journal-title":"IEEE Trans. Comput. Intell. Mag."},{"key":"1029_CR4","doi-asserted-by":"publisher","first-page":"24","DOI":"10.1016\/j.compind.2015.03.005","volume":"71","author":"Y Liao","year":"2015","unstructured":"Liao, Y., Lezoche, M., Panetto, H., Boudjlida, N., Loures, E.R.: Semantic annotation for knowledge explicitation in a product lifecycle management context: a survey. Comput. Ind. 71, 24\u201334 (2015)","journal-title":"Comput. Ind."},{"key":"1029_CR5","doi-asserted-by":"crossref","unstructured":"Dong, X.L., Srivastava, D.: Big data integration. In: IEEE 29th International Conference on Data Engineering (ICDE), pp. 1245\u20131248 (2013)","DOI":"10.1109\/ICDE.2013.6544914"},{"key":"1029_CR6","doi-asserted-by":"publisher","first-page":"314","DOI":"10.1016\/j.ins.2014.01.015","volume":"275","author":"CP Chen","year":"2014","unstructured":"Chen, C.P., Zhang, C.Y.: Data-intensive applications, challenges, techniques and technologies: a survey on big data. Inf. Sci. 275, 314\u2013347 (2014)","journal-title":"Inf. Sci."},{"key":"1029_CR7","doi-asserted-by":"crossref","unstructured":"Dou, D., Wang, H., Liu, H.: Semantic data mining: a survey of ontology-based approaches. In: IEEE International Conference on Semantic Computing (ICSC), pp. 244\u2013251 (2015)","DOI":"10.1109\/ICOSC.2015.7050814"},{"issue":"2","key":"1029_CR8","doi-asserted-by":"crossref","first-page":"91","DOI":"10.1016\/j.jksuci.2011.05.005","volume":"23","author":"SH El-Sappagh","year":"2011","unstructured":"El-Sappagh, S.H., Hendawi, A.M., El Bastawissy, A.H.: A proposed model for data warehouse ETL processes. J. King Saud Univ. Comput. Inf. Sci. 23(2), 91\u2013104 (2011)","journal-title":"J. King Saud Univ. Comput. Inf. Sci."},{"issue":"4","key":"1029_CR9","doi-asserted-by":"publisher","first-page":"805","DOI":"10.1109\/TKDE.2011.245","volume":"25","author":"P Buche","year":"2013","unstructured":"Buche, P., Dibie-Barthelemy, J., Ibanescu, L., Soler, L.: Fuzzy web data tables integration guided by an ontological and terminological resource. IEEE Trans. Knowl. Data Eng. 25(4), 805\u2013819 (2013)","journal-title":"IEEE Trans. Knowl. Data Eng."},{"key":"1029_CR10","unstructured":"Salmen, D., Malyuta, T., Hansen, A., Cronen, S., Smith, B.: Integration of intelligence data through semantic enhancement. In: Semantic Technology in Intelligence, Defense and Security (STIDS) (2011)"},{"key":"1029_CR11","unstructured":"Boury-Brisset, A.-C.: Managing semantic Big Data for intelligence. In: STIDS, pp. 41\u201347 (2013)"},{"key":"1029_CR12","unstructured":"Robak, S., Franczyk, B., Robak, M.: Applying big data and linked data concepts in supply chains management. In: IEEE Federated Conference on Computer Science and Information Systems (FedCSIS), pp. 1215\u20131221 (2013)"},{"key":"1029_CR13","unstructured":"Sint, R., Schaffert, S., Stroka, S., Ferstl, R.: Combining unstructured, fully structured and semi-structured information in semantic wikis. In: Fourth Workshop on Semantic Wikis\u2014The Semantic Wiki Web 6th European Semantic Web Conference Hersonissos, p. 73 (2009)"},{"key":"1029_CR14","doi-asserted-by":"crossref","unstructured":"Bhide, M.A., Gupta, A., Gupta, R., Roy, P., Mohania, M.K., Ichhaporia, Z.: Liptus: associating structured and unstructured information in a banking environment. In: CM Proceedings of the SIGMOD International Conference on Management of Data, pp. 915\u2013924 (2007)","DOI":"10.1145\/1247480.1247587"},{"key":"1029_CR15","doi-asserted-by":"crossref","unstructured":"Park, B.K., Song, I.Y.: Toward total business intelligence incorporating structured and unstructured data. In: ACM Proceedings of the 2nd International Workshop on Business Intelligence and the Web, pp. 12\u201319 (2011)","DOI":"10.1145\/1966883.1966890"},{"key":"1029_CR16","doi-asserted-by":"crossref","unstructured":"Unger, C., Cimiano, P.: Pythia: compositional meaning construction for ontology-based question answering on the semantic web. In: Springer International Conference on Application of Natural Language to Information Systems, pp. 153\u2013160 (2011)","DOI":"10.1007\/978-3-642-22327-3_15"},{"key":"1029_CR17","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1016\/j.websem.2014.06.002","volume":"30","author":"S Shekarpour","year":"2015","unstructured":"Shekarpour, S., Marx, E., Ngomo, A.C., Auer, S.: Sina: semantic interpretation of user queries for question answering on interlinked data. Sci. Serv. Agents World Wide Web 30, 39\u201351 (2015)","journal-title":"Sci. Serv. Agents World Wide Web"},{"key":"1029_CR18","doi-asserted-by":"crossref","unstructured":"Yao, Y., Yi, J., Liu, Y., Zhao, X., Sun, C.: Query processing based on associated semantic context inference. In: IEEE 2nd International Conference on Information Science and Control Engineering (ICISCE), pp. 395\u2013399 (2015)","DOI":"10.1109\/ICISCE.2015.93"},{"issue":"6","key":"1029_CR19","doi-asserted-by":"publisher","first-page":"613","DOI":"10.1016\/S1007-0214(10)70108-5","volume":"15","author":"C Liu","year":"2010","unstructured":"Liu, C., Wang, H., Yu, Y., Xu, L.: Towards efficient SPARQL query processing on RDF data. Tsinghua Sci. Technol. 15(6), 613\u2013622 (2010)","journal-title":"Tsinghua Sci. Technol."},{"key":"1029_CR20","doi-asserted-by":"crossref","unstructured":"Ding, L., Pan, R., Finin, T., Joshi, A., Peng, Y., Kolari, P.: Finding and ranking knowledge on the semantic web. In: International Semantic Web Conference, pp. 156\u2013170 (2005)","DOI":"10.1007\/11574620_14"},{"issue":"1","key":"1029_CR21","doi-asserted-by":"crossref","first-page":"55","DOI":"10.3233\/SW-2011-0031","volume":"2","author":"M d\u2019Aquin","year":"2011","unstructured":"d\u2019Aquin, M., Motta, E.: Watson, more than a semantic web search engine. Semant. Web 2(1), 55\u201363 (2011)","journal-title":"Semant. Web"},{"issue":"4","key":"1029_CR22","doi-asserted-by":"publisher","first-page":"810","DOI":"10.1109\/TSMCA.2011.2132705","volume":"41","author":"Y Qu","year":"2011","unstructured":"Qu, Y., Cheng, G.: Falcons concept search: a practical search engine for web ontologies. IEEE Trans. Syst. Man Cybern. A 41(4), 810\u2013816 (2011)","journal-title":"IEEE Trans. Syst. Man Cybern. A"},{"key":"1029_CR23","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":"1029_CR24","doi-asserted-by":"crossref","unstructured":"Suchanek, F.M., Kasneci, G., Weikum, G.: Yago: a core of semantic knowledge. In: ACM Proceedings of the 16th International Conference on World Wide Web, pp. 697\u2013706 (2007)","DOI":"10.1145\/1242572.1242667"},{"issue":"2","key":"1029_CR25","first-page":"1","volume":"10","author":"J O\u2019Madadhain","year":"2005","unstructured":"O\u2019Madadhain, J., Fisher, D., Smyth, P., White, S., Boey, Y.B.: Analysis and visualization of network data using JUNG. J. Stat. Softw. 10(2), 1\u201335 (2005)","journal-title":"J. Stat. Softw."},{"key":"1029_CR26","doi-asserted-by":"crossref","unstructured":"Alani, H., Brewster, C., Shadbolt, N.: Ranking ontologies with AKTiveRank. In: International Conference of Semantic Web-ISWC, pp. 1\u201315 (2006)","DOI":"10.1007\/11926078_1"},{"key":"1029_CR27","unstructured":"Harold, E.R.: Processing Xml with Java. In: ACM Proceedings of the Addison-Wesley Longman Publishing (2002)"},{"key":"1029_CR28","unstructured":"Bizer, C., Seaborne, A.: D2rq\u2014treating non-rdf databases as virtual rdf graphs. In: 3rd International Semantic Web Conference, vol. 2004 (2004)"},{"key":"1029_CR29","unstructured":"OCLC: The opensource xsltpro. http:\/\/www.oclc.org\/research\/themes\/data-science\/opensource.html"},{"key":"1029_CR30","volume-title":"The State of Record Linkage and Current Research Problems. Technical report","author":"WE Winkler","year":"1999","unstructured":"Winkler, W.E.: The State of Record Linkage and Current Research Problems. Technical report. Statistical Research Division, U.S. Bureau of the Census, Washington, DC (1999)"},{"key":"1029_CR31","unstructured":"Rusu, D., Dali, L., Fortuna, B., Grobelnik, M., Mladenic, D.: Triplet extraction from sentences. In: Proceedings of the 10th International Multiconference on Information Society-IS, pp. 8\u201312 (2007)"},{"key":"1029_CR32","unstructured":"https:\/\/data.medicare.gov\/"},{"key":"1029_CR33","unstructured":"Snyder, W.E.: NC state university image analysis laboratory database. http:\/\/www.ece.ncsu.edu\/imaging\/Archives\/ImageDataBase\/ (2002)"},{"key":"1029_CR34","unstructured":"http:\/\/www.opensourcesports.com\/"}],"container-title":["Cluster Computing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1029-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10586-017-1029-7\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10586-017-1029-7.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,24]],"date-time":"2025-06-24T23:43:50Z","timestamp":1750808630000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10586-017-1029-7"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017,8,21]]},"references-count":34,"journal-issue":{"issue":"S5","published-print":{"date-parts":[[2019,9]]}},"alternative-id":["1029"],"URL":"https:\/\/doi.org\/10.1007\/s10586-017-1029-7","relation":{},"ISSN":["1386-7857","1573-7543"],"issn-type":[{"type":"print","value":"1386-7857"},{"type":"electronic","value":"1573-7543"}],"subject":[],"published":{"date-parts":[[2017,8,21]]},"assertion":[{"value":"24 April 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"14 June 2017","order":2,"name":"revised","label":"Revised","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"30 June 2017","order":3,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"21 August 2017","order":4,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}