{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T03:34:59Z","timestamp":1780544099131,"version":"3.54.1"},"reference-count":40,"publisher":"IGI Global","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2012,1,1]]},"abstract":"<p>Sensor networks are increasingly being deployed in the environment for many different purposes. The observations that they produce are made available with heterogeneous schemas, vocabularies and data formats, making it difficult to share and reuse this data, for other purposes than those for which they were originally set up. The authors propose an ontology-based approach for providing data access and query capabilities to streaming data sources, allowing users to express their needs at a conceptual level, independent of implementation and language-specific details. In this article, the authors describe the theoretical foundations and technologies that enable exposing semantically enriched sensor metadata, and querying sensor observations through SPARQL extensions, using query rewriting and data translation techniques according to mapping languages, and managing both pull and push delivery modes.<\/p>","DOI":"10.4018\/jswis.2012010103","type":"journal-article","created":{"date-parts":[[2012,9,6]],"date-time":"2012-09-06T12:51:23Z","timestamp":1346935883000},"page":"43-63","source":"Crossref","is-referenced-by-count":94,"title":["Enabling Query Technologies for the Semantic Sensor Web"],"prefix":"10.4018","volume":"8","author":[{"given":"Jean-Paul","family":"Calbimonte","sequence":"first","affiliation":[{"name":"Universidad Polit\u00e9cnica de Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Hoyoung","family":"Jeung","sequence":"additional","affiliation":[{"name":"SAP Research, Australia"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Oscar","family":"Corcho","sequence":"additional","affiliation":[{"name":"Universidad Polit\u00e9cnica de Madrid, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Karl","family":"Aberer","sequence":"additional","affiliation":[{"name":"Ecole Polytechnique F\u00e9d\u00e9rale de Lausanne, Switzerland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"2432","reference":[{"key":"jswis.2012010103-0","unstructured":"W3C. (2003). Basic Geo-WGS84 vocabulary. Retrieved from http:\/\/www.w3.org\/2003\/01\/geo\/"},{"key":"jswis.2012010103-1","unstructured":"W3C. (2004). Resource description framework (RDF). Retrieved from http:\/\/www.w3.org\/RDF\/"},{"key":"jswis.2012010103-2","unstructured":"Abadi, D. J., Ahmad, Y., Balazinska, M., Cetintemel, U., Cherniack, M., & Hwang, J.-H. \u2026Zdonik, S. (2005). The design of the borealis stream processing engine. In Proceedings of the 2nd Conference on Innovative Database Research (pp. 277-289)."},{"key":"jswis.2012010103-3","unstructured":"Aberer, K., Hauswirth, M., & Salehi, A. (2006). A middleware for fast and flexible sensor network deployment. In Proceedings of the 32nd International Conference on Very Large Databases (pp. 1199-1202)."},{"key":"jswis.2012010103-4","unstructured":"Arasu, A., Babcock, B., Babu, S., Cieslewicz, J., Datar, M., & Ito, K. \u2026Widom, J. (2007). STREAM: The Stanford data stream management system. In M. Garofalakis, J. Gehrke, & R. Rastogi (Eds.), Data stream management. New York, NY: Springer."},{"key":"jswis.2012010103-5","doi-asserted-by":"publisher","DOI":"10.1007\/s00778-004-0147-z"},{"key":"jswis.2012010103-6","doi-asserted-by":"crossref","unstructured":"Babitski, G., Bergweiler, S., Hoffmann, J., Sch\u00f6n, D., Stasch, C., & Walkowski, A. (2009). Ontology-based integration of sensor web services in disaster management. In Proceedings of the 3rd International Conference on GeoSpatial Semantics (pp. 103-121).","DOI":"10.1007\/978-3-642-10436-7_7"},{"key":"jswis.2012010103-7","doi-asserted-by":"publisher","DOI":"10.1142\/S1793351X10000936"},{"key":"jswis.2012010103-8","unstructured":"Barnaghi, P., Presser, M., & Moessner, K. (2010). Publishing linked sensor data. In Proceedings of the 3nd International Workshop on Semantic Sensor Networks."},{"key":"jswis.2012010103-9","unstructured":"Barrasa, J., Corcho, O., & G\u00f3mez-P\u00e9rez, A. (2004). R2O, an extensible and semantically based database-to-ontoogy mapping language. In Proceedings of the 2nd Workshop on Semantic Web and Databases (pp. 1069-1070)."},{"key":"jswis.2012010103-10","unstructured":"Bizer, C., & Cyganiak, R. (2006). D2R server - publishing relational databases on the semantic web. In Poster Proceedings of the 5th International Semantic Web Conference."},{"key":"jswis.2012010103-11","doi-asserted-by":"crossref","unstructured":"Brenninkmeijer, C. Y., Galpin, I., Fernandes, A. A., & Paton, N. W. (2008). A semantics for a query language over sensors, streams and relations. In Proceedings of the 25th British National Conference on Databases (pp. 87-99).","DOI":"10.1007\/978-3-540-70504-8_9"},{"key":"jswis.2012010103-12","doi-asserted-by":"crossref","unstructured":"Calbimonte, J.-P., Corcho, O., & Gray, A. J. G. (2010). Enabling ontology-based access to streaming data sources. In Proceedings of the 9th International Semantic Web Conference (pp. 96-111).","DOI":"10.1007\/978-3-642-17746-0_7"},{"key":"jswis.2012010103-13","unstructured":"Calbimonte, J.-P., Jeung, H., Corcho, O., & Aberer, K. (2011). Semantic sensor data search in a large-scale federated sensor network. In Proceedings of the 4th International Workshop on Semantic Sensor Networks (pp. 14-29)."},{"key":"jswis.2012010103-14","unstructured":"Calvanese, D., De Giacomo, G., Lembo, D., Lenzerini, M., & Rosati, R. (2005). DL-Lite: Tractable description logics for ontologies. In Proceedings of the 20th National Conference on Artificial Intelligence (pp. 602-607)."},{"key":"jswis.2012010103-15","doi-asserted-by":"crossref","unstructured":"Chandrasekaran, S., Cooper, O., Deshpande, A., Franklin, M. J., Hellerstein, J. M., & Hong, W. \u2026Shah, M. A. (2003). TelegraphCQ: Continuous dataflow processing. In Proceedings of the 22th ACM SIGMOD International Conference on Management of Data (pp. 668-668).","DOI":"10.1145\/872757.872857"},{"key":"jswis.2012010103-16","article-title":"The SSN ontology of the W3C semantic sensor network incubator group.","author":"M.Compton","journal-title":"Journal of Web Semantics"},{"key":"jswis.2012010103-17","unstructured":"Compton, M., Henson, C., Lefort, L., Neuhaus, H., & Sheth, A. (2009). A survey of the semantic specification of sensors. In Proceedings of the 2nd International Workshop on Semantic Sensor Networks (p. 17)."},{"issue":"1","key":"jswis.2012010103-18","doi-asserted-by":"crossref","first-page":"121","DOI":"10.3233\/SW-2010-0005","article-title":"Five challenges for the Semantic Sensor Web.","volume":"1","author":"O.Corcho","year":"2010","journal-title":"Semantic Web"},{"key":"jswis.2012010103-19","first-page":"59","article-title":"RDF support in the birtuoso DBMS","volume":"Vol. 221","author":"O.Erling","year":"2007","journal-title":"Networked knowledge-Networked media (Studies in Computational Intelligence)"},{"key":"jswis.2012010103-20","doi-asserted-by":"crossref","unstructured":"Galpin, I., Brenninkmeijer, C. Y., Jabeen, F., Fernandes, A. A., & Paton, N. W. (2009). Comprehensive optimization of declarative sensor network queries. In Proceedings of the 21st International Conference on Scientific and Statistical Database Management (pp. 339-360).","DOI":"10.1007\/978-3-642-02279-1_26"},{"key":"jswis.2012010103-21","doi-asserted-by":"crossref","unstructured":"Henson, C., Pschorr, J., Sheth, A., & Thirunarayan, K. (2009). SemSOS: Semantic Sensor Observation Service. In Proceedings of the International Symposium on Collaborative Technologies and Systems (pp. 44-53).","DOI":"10.1109\/CTS.2009.5067461"},{"key":"jswis.2012010103-22","unstructured":"Jet Propulsion Library. (2012). SWEET ontologies: Semantic Web for earth and environmental terminology. Retrieved from http:\/\/sweet.jpl.nasa.gov\/"},{"key":"jswis.2012010103-23","doi-asserted-by":"crossref","unstructured":"Jeung, H., Sarni, S., Paparrizos, I., Sathe, S., Aberer, K., & Dawes, N. \u2026Lehning, M. (2010). Effective metadata management in federated sensor networks. In Proceedings of the 3rd International Conference on Sensor Networks, Ubiquitous, and Trustworthy Computing (pp. 107-114).","DOI":"10.1109\/SUTC.2010.29"},{"key":"jswis.2012010103-24","doi-asserted-by":"crossref","unstructured":"Le-Phuoc, D., Parreira, J., Hausenblas, M., Han, Y., & Hauswirth, M. (2010). Live linked open sensor database. In Proceedings of the 6th International Conference on Semantic Systems (pp. 1-4).","DOI":"10.1145\/1839707.1839763"},{"key":"jswis.2012010103-25","doi-asserted-by":"publisher","DOI":"10.1145\/1061318.1061322"},{"key":"jswis.2012010103-26","unstructured":"OGC. (2012a). Observations and measurements. Retrieved from http:\/\/www.opengeospatial.org\/standards\/om"},{"key":"jswis.2012010103-27","unstructured":"OGC. (2012b). Sensor model language (SensorML). Retrieved from http:\/\/www.opengeospatial.org\/standards\/sensorml"},{"key":"jswis.2012010103-28","unstructured":"Oracle. (n.d.). Complex event processing. Retrieved from http:\/\/www.oracle.com\/technetwork\/middleware\/complex-event-processing\/"},{"key":"jswis.2012010103-29","doi-asserted-by":"crossref","unstructured":"Patni, H., Henson, C., & Sheth, A. (2010). Linked sensor data. In Proceedings of the 2010 International Symposium on Collaborative Technologies and Systems (pp. 362\u2013370). Wasington, DC: IEEE Computer Society.","DOI":"10.1109\/CTS.2010.5478492"},{"key":"jswis.2012010103-30","doi-asserted-by":"publisher","DOI":"10.1145\/1567274.1567278"},{"key":"jswis.2012010103-31","doi-asserted-by":"crossref","unstructured":"Russomanno, D., Kothari, C., & Thomas, O. (2005). Sensor ontologies: From shallow to deep models. In Proceedings of the 37th Southeastern Symposium on System Theory (pp. 107-112).","DOI":"10.1109\/SSST.2005.1460887"},{"key":"jswis.2012010103-32","unstructured":"Sahoo, S. S., Halb, W., Hellmann, S., Idehen, K., Thibodeau, T., Jr., & Auer, S. \u2026Ezzat, A. (2009). A survey of current approaches for mapping of relational databases to RDF (Tech. Rep.). Retrieved from http:\/\/www.w3.org\/2005\/Incubator\/rdb2rdf\/RDB2RDF_SurveyReport.pdf"},{"key":"jswis.2012010103-33","doi-asserted-by":"publisher","DOI":"10.1109\/MIC.2008.87"},{"key":"jswis.2012010103-34","unstructured":"Sourceforge. (n.d.). GSN: The Web interface. Retrieved from http:\/\/sourceforge.net\/apps\/trac\/gsn\/wiki\/web-interfacev1-server"},{"key":"jswis.2012010103-35","unstructured":"Sybase. (2012). SAP Sybase event stream processor. Retrieved from http:\/\/www.sybase.com\/products\/financialservicessolutions\/complex-event-processing"},{"key":"jswis.2012010103-36","doi-asserted-by":"crossref","unstructured":"Taylor, K., & Leidinger, L. (2011). Ontology-driven complex event processing in heterogeneous sensor networks. In Proceedings of the 8th Extended Semantic Web Conference (pp. 285-299).","DOI":"10.1007\/978-3-642-21064-8_20"},{"key":"jswis.2012010103-37","doi-asserted-by":"crossref","unstructured":"Wei, W., & Barnaghi, P. (2009). Semantic annotation and reasoning for sensor data. In Proceedings of the 4th European Conference on Smart Sensing and Context (pp. 66-76).","DOI":"10.1007\/978-3-642-04471-7_6"},{"key":"jswis.2012010103-38","unstructured":"Witt, K., Stanley, J., Smithbauer, D., Mandl, D., Ly, V., Underbrink, A., & Metheny, M. (2008). Enabling sensor webs by utilizing SWAMO for autonomous operations. In Proceedings of the 8th Eighth Annual NASA Earth Science Technology Conference."},{"key":"jswis.2012010103-39","doi-asserted-by":"publisher","DOI":"10.1145\/601858.601861"}],"container-title":["International Journal on Semantic Web and Information Systems"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=70586","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,6,25]],"date-time":"2023-06-25T16:01:20Z","timestamp":1687708880000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/jswis.2012010103"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2012,1,1]]},"references-count":40,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2012,1]]}},"URL":"https:\/\/doi.org\/10.4018\/jswis.2012010103","relation":{},"ISSN":["1552-6283","1552-6291"],"issn-type":[{"value":"1552-6283","type":"print"},{"value":"1552-6291","type":"electronic"}],"subject":[],"published":{"date-parts":[[2012,1,1]]}}}