State of the art survey

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Use this page to organise reference material, papers, important projects, technical material etc. We can put this all together for the survey paper.

Background Material

Projects and Groups

This is covered on the Communities page.

Work done by other standard organisations

Go to SSN-XG_Liaison_activities for:

  • OGC-related info
  • information on other organisations working on sensor networks standards

Measurement science and sensors

References used in XG activities

See also the Semantic Markup References

Survey Papers

survey paper - a little off topic, but has some good stuff G. Amato, A. Caruso, S. Chessa, V. Masi and A. Urpi: State of the Art and Future Directions in Wireless Data Management http://dienst.iei.pi.cnr.it/Dienst/Repository/2.0/Body/ercim.cnr.isti/2004-TR-16/pdf?tiposearch=cnr&langver

A Taxonomy of Sensor Network Architectures D.T. Fokum, V.S. Frost, P. Mani, G.J. Minden, J.B. Evans, and S. Muralidharan ITTC-FY2009-TR-41420-08 July 2008 http://www.ittc.ku.edu/publications/documents/Fokum_ITTC-FY2009-TR-41420-08.pdf

SENSEI D.3.1 State of the Art - Sensor Frameworks and Future Internet http://www.ict-sensei.org/images/Documents/sensei_wp3_d3.1.pdf D.4.1 State of the Art - WS&ANs http://www.ict-sensei.org/images/Documents/sensei_wp4_d4.1.pdf

Li Ding, Pranam Kolari, Zhongli Ding, Sasikanth Avancha, Tim Finin, Anupam Joshi. Using Ontologies in the Semantic Web: A Survey http://ebiquity.umbc.edu/_file_directory_/papers/190.pdf see 5.3

Siegbert Kunz, Kym Watson S@ny Sensors Anywhere D2.2.1 Sensor Taxonomy http://sensors-anywhere.eu/filemanager/active?fid=82 14/03/2008

Kevin Delin. The sensor web: A macro-instrument for coordinated sensing. Sensors, 2:270–285, 2002. http://www.mdpi.com/1424-8220/2/7/270

Flávia C. Delicato, Luci Pirmez, Paulo F. Pires, José Ferreira De Rezende Exploiting Web Technologies to Build Autonomic Wireless Sensor Networks http://www.gta.ufrj.br/ftp/gta/TechReports/DPPR06.pdf

Semantic Sensor Networks

2009

  • SemSOS: Semantic Sensor Observation Service
    • Cory Henson, Josh Pschorr,Amit Sheth, Krishnaprasad Thirunarayan, "SemSOS: Semantic Sensor Observation Service," in Proceedings of the 2009 International Symposium on Collaborative Technologies and Systems (CTS 2009), Baltimore, MD, May 18-22, 2009.
    • http://knoesis.wright.edu/library/resource.php?id=00596

http://scripties.fwn.eldoc.ub.rug.nl/FILES/scripties/Kunstmatigeintellige/Master/2007/Veen.M.J.van.der./scriptie-mj_vd_veen-sensor-networks.pdf

2008

  • A Framework for Semantic Sensor Network Services
    • Lily Li, Kerry Taylor: A Framework for Semantic Sensor Network Services. ICSOC 2008: 347-361
  • Building a Service-Oriented Ontology for Wireless Sensor Networks

2007

  • Spatio-temporal Conceptual Schema Development for Wide-Area Sensor Networks. GeoS 2007: 160-176
  • Video on the Semantic Sensor Web
  • A universal ontology for sensor networks data
    • M. Eid, R. Liscano, and A. El Saddik. A universal ontology for sensor networks data. Computational Intel ligence for Measurement Systems and Applications, 2007. CIMSA 2007. IEEE International Conference on, pages 59–62, June 2007

M.J.van.der Veen Distributed Semantic Sensor Networks Master's thesis Rijksuniversiteit Groningen http://scripties.fwn.eldoc.ub.rug.nl/FILES/scripties/Kunstmatigeintellige/Master/2007/Veen.M.J.van.der./scriptie-mj_vd_veen-sensor-networks.pdf

2006

  • ES3N: A Semantic Approach to Data Management in Sensor Networks
    • Micah Lewis, Delroy Cameron, Shaohua Xie, Budak Arpinar,ES3N: A Semantic Approach to Data Management in Sensor Networks. Semantic Sensor network workshop, the 5th International Semantic Web Conference ISWC 2006, November 5-9, Athens, Georgia, USA 2006
    • http://www.ict.csiro.au/ssn06/data/es3n.pdf
  • An Ontology-Based Sensor Network Prototype Environment
  • Managing scientific data: From data integration to scientific workflows
    • B. Lud¨ascher, K. Lin, Jaeger E. Frank, B. Brodaric, and C. Bam. Managing scientific data: From data integration to scientific workflows. Geoinformatics: Data to Knowledge, 2006.


2005

  • Building a sensor ontology: A practical approach leveraging iso and ogc models
    • David J. Russomanno, Cartik R. Kothari, and Omo ju A. Thomas. Building a sensor ontology: A practical approach leveraging iso and ogc models. In IC-AI, pages 637–643, 2005.
  • Semantic Sensor Net: An Extensible Framework
    • L. M. Ni, Y. Zhu1, J. Ma, M. Li, Q. Luo, Y. Liu1, S. Cheung1, and Q. Yang. Semantic Sensor Net: An Extensible Framework. In Proceedings of the International Conference on Computer Network and Mobile Computing, Lecture Notes in Computer Science 3619, pages 1144--1153, 2005.
    • http://www.cse.ust.hk/~qyang/Docs/2005/SSN.pdf
  • Towards a Formal Pedigree Ontology for Level-One Sensor Fusion


2004

  • Ontology for level-one sensor fusion and knowledge discovery
    • M. Ceruti. Ontology for level-one sensor fusion and knowledge discovery. In Proceedings of the 2004 Workshop on Knowledge Discovery and Ontologies, Pisa, Italy, 2004.
    • http://olp.dfki.de/pkdd04/ceruti-final.pdf


2003


Semantic O&M



2009

  • A Functional Ontology of Observation and Measurement.
    • Kuhn, W., 2009. A Functional Ontology of Observation and Measurement. K. Janowicz, M. Raubal, and S. Levashkin (Eds.): Third Workshop on Geosemantics (GeoS 2009), Mexico City, 3-4 December 2009. Springer-Verlag Lecture Notes in Computer Science 5892: 26–43
  • Semantic Challenges for Sensor Plug and Play
    • Bröring, A., Janowicz, K., Stasch, C., and Kuhn, W. (2009): Semantic Challenges for Sensor Plug and Play. Web and Wireless Geographical Information Systems, 9th International Symposium, W2GIS 2009, Maynooth, Ireland, December 7-8,2009. Proceedings, Lecture Notes in Computer Science (5886), Springer, pp. 72-86.
  • A Stimulus-Centric Algebraic Approach to Sensors and Observations
  • An Ontological Representation of Time Series Observations on the Semantic Sensor Web
    • Cory Henson, Holger Neuhaus, Amit Sheth, Krishnaprasad Thirunarayan, and Rajkumar Buyya, 'An Ontological Representation of Time Series Observations on the Semantic Sensor Web,' in Proceedings of the 2009 European Semantic Web Conference (ESWC 2009), Heraklion, Crete, Greece, June 1, 2009.

2008

  • Observations, measurements and semantic reference spaces


2007

Current and future uses of OWL for Earth and Space science data frameworks: successes and limitations

2006

2004-2005

Semantic Markup

Links

  • Adida, B., Birbeck, M., McCarron, S. and Pemberton, S. (2008): RDFa in XHTML: Syntax and Processing A collection of attributes and processing rules for extending XHTML to support RDF W3C Recommendation 14 October 2008, Available from http://www.w3.org/TR/rdfa-syntax
  • Berrueta, D., Polo, L., Fernández, S., Cantera, J. M. and Jiménez M. (2009): MyMobileWeb Deliverable D.5.4.1 Semantic extensions for IDEAL, 20 February, 2009, Available from http://forge.morfeo-project.org/wiki_en/index.php/Semantic_annotations_for_IDEAL,
  • Birbeck, M. and McCarron, S. (2009): CURIE Syntax 1.0 A syntax for expressing Compact URIs W3C Candidate Recommendation 16 January 2009, Available from http://www.w3.org/TR/curie
  • Connolly, D. (2007): Gleaning Resource Descriptions from Dialects of Languages (GRDDL). W3C Rec., W3C, 11 September 2007, Available from http://www.w3.org/TR/grddl/
  • DeRose, S., Maler, E. and Orchard, D. (2001): XML Linking Language (XLink) Version 1.0 W3C Recommendation 27 June 2001, Available from http://www.w3.org/TR/xlink/
  • Graf, A. (2007): RDFa v.s. Microformats DERI Technical Report 2007-04-10, Available from http://www.sti-innsbruck.at/results/publications/
  • Portele C. (2007): OpenGIS® Geography Markup Language (GML) Encoding Standard version 3.2.1 OGC 07-036 Open Geospatial Consortium 2007-08-27

Semantic Annotations

  • Farrell, J. and Lausen, H. (2007): Semantic Annotations for WSDL and XML Schema W3C Rec., August 2007, Available from http://www.w3.org/TR/sawsdl/
  • Hadley, M.J. (2009): Web Application Description Language (WADL) Sun Microsystems Inc. February 2, 2009
  • Kopecký J. (2007): Web Services Description Language (WSDL) Version 2.0: RDF Mapping W3C Working Group Note 26 June 2007, Available from http://www.w3.org/TR/wsdl20-rdf
  • Kopecký, J., Vitvar, T., Bournez, C. and Farrell, J. (2007): SAWSDL: Semantic Annotations for WSDL and XML Schema, IEEE Internet Computing, 11(6):60-67, Nov./Dec. 2007.
  • Kopecký, J., Gomadam, K. and Vitvar, T. (2008): hRESTs: An HTML Microformat for Describing RESTful Web Services. Proc. 2008 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology, wi-iat 1:619-625.
  • Kopecký, J., Vitvar, T., Fensel, D. and Gomadam, K. (2009): D12v0.1 hRESTs & MicroWSMO CMS WG Working Draft 10 March 2009, Available from http://cms-wg.sti2.org/TR/d12/v0.1
  • Lathem, J., Gomadam, K. and Sheth, A. (2007): SA-REST and (S)mashups: Adding Semantics to RESTful Services. Proc. IEEE Int’l Conf. Semantic Computing, 469–476, IEEE CS Press.
  • Portele C. (2007): OpenGIS® Geography Markup Language (GML) Encoding Standard version 3.2.1 OGC 07-036 Open Geospatial Consortium 2007-08-27
  • Sheth, A. P., Gomadam, K. and Lathem, J. (2007), "SA-REST: Semantically Interoperable and Easier-to-Use Services and Mashups," IEEE Internet Computing, 11(6):91-94, Nov./Dec. 2007.

2010 and before to classify

AGILE 2010: http://agile2010.dsi.uminho.pt/pen/index.html

  • Sven Schade Computer-Tractable Translation of Geospatial Data IJSDIR Vol 5 (2010)

http://ijsdir.jrc.ec.europa.eu/index.php/ijsdir/issue/view/20 the content corresponds to his PhD thesis

Patrick Maue, Henry Michels, Marcell Roth Injecting semantic annotations into (geospatial) Web service descriptions Semantic Web Journal (submitted 2010 - accept/reject decision pending) http://www.semantic-web-journal.net/sites/default/files/SWJ67.pdf

2009

2008

  • Patrick Maue, Philippe Duchesne, and Sven Schade. Semantic annotations in ogc standards. OpenGIS Discussion Paper OGC 08-167, Open Geospatial Consortium Inc., November 2008.

2007

  • Ontology and Geospatial Standards
    • ontolog.cim3.net/file/work/OntologySummit2009/OntologySummit2009_Symposium_20090406-07/GeospatialStandards--JoshLieberman_20090406.ppt

Semantic sensor services, semantic geospatial services and semantic mashups

2009

  • Derik Barseghian, Ilkay Altintas, Matthew B. Jones, Daniel Crawl, Nathan Potter, James Gallagher, Peter Cornillon, Mark Schildhauer, Elizabeth T. Borer, Eric W. Seabloom, Parviez R. Hosseini Workflows and extensions to the Kepler scientific workflow system to support environmental sensor data access and analysis Ecological Informatics (to appear)
  • Le Phuoc, D., Polleres, A., Morbidoni, C., Hauswirth, M. and Tummarello, G. (2009): Rapid semantic web mashup development through semantic web pipes. Proc. of the 18th World Wide Web Conference (WWW2009), Madrid, Spain.
  • Le Phuoc, D. and Hauswirth, M. (2009): Linked open data in sensor data mashups. Proc. of the 2nd International Workshop on Semantic Sensor Networks (SSN09), Chantilly, VA, USA, CEUR-WS Proceedings 522.


  • Vaccari, L. Shvaiko, P. and Marchese, M. (2009): A geo-service semantic integration in Spatial Data Infrastructures. International Journal of Spatial Data Infrastructures Research (IJSDIR), 4:24-51.

2008

Sahoo, S. S., Sheth A. and Henson, C. (2008): Semantic Provenance for eScience: Managing the Deluge of Scientific Data, IEEE Internet Computing, 12(4):46-54, July/Aug. 2008.

Johannes Schmitt, Matthias Kropff, Andreas Reinhardt, Matthias Hollick, Christian Schäfer, Frank Remetter, Ralf Steinmetz An Extensible Framework for Context-aware Communication Management Using Heterogeneous Sensor Networks Technical Report KOM-TR-2008-08 ftp://ftp.kom.tu-darmstadt.de/pub/TR/KOM-TR-2008-08.pdf

2007

  • Survey of Semantic Extensions to UDDI: Implications for Sensor Services
    • C. Goodwin, D.J. Russomanno and J. Qualls (2007) "Survey of Semantic Extensions to UDDI: Implications for Sensor Services," Proceedings of the International Conference on Semantic Web and Web Services, CSREA Press, Las Vegas, Nevada, pp. 16-22.
    • http://www.memphis.edu/eece/cas/docs/SWW3785.pdf
  • Lemmens, R., de By, R., Gould, M., Wytzisk, A., Granell, C., and van Oosterom, P. (2007): Enhancing Geo-Service Chaining through Deep Service Descriptions, Transactions in GIS, 11(6):849-871, December 2007

2005

  • Semantic Service Integration for Water Resource Management
    • Ackland, R., Taylor, K., Lefort, L., Cameron, M. and Rahman, J., (2005) Semantic Service Integration for Water Resource Management, in Gil, Motta, Benjamins and Musen (eds), The Semantic Web – ISWC 2005: 4th International Semantic Web Conference, Galway, Ireland, November 6-10, 2005. Proceedings. Springer LNCS Volume 3729 / 2005. pp. 816 - 828.
    • http://dx.doi.org/10.1007/11574620_58

Query Processing and Sensor Network Programming

  • The Ambiance Platform uQuery Execution Service
  • Ambiance: A Mobile Agent Platform for End-User Programmable Ambient Systems
  • Architecture Design Principles to Support Adaptive Service Orchestration in WSN Applications
    • Mechitov, K., Razavi, R., Agha, G.: Architecture Design Principles to Support Adaptive Service Orchestration in WSN Applications. Submitted.
  • Dynamic Macroprogramming of Wireless Sensor Networks with Mobile Agents
    • Razavi, R., Mechitov, K., Agha, G., Perrot, J.-F.: Dynamic Macroprogramming of Wireless Sensor Networks with Mobile Agents. Accepted for oral presentation as full paper in AITAmI2007.

Sensors & Transducers Journal Volume 94 Issue 7 July 2008 http://www.sensorsportal.com/