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

• Metrology references moved to Metrology (hard and soft)
• Sensor references moved to Sensor types

References used in XG activities

• for the work on the XG Draft Report
• for the work on Semantic Sensor Net Ontology deliverable
• for the identification of Use cases

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

• Environmental Monitoring 2.0
  • Michel et al. "Environmental Monitoring 2.0" in Proc. of 25th International Conference on Data Engineering (ICDE 2009), Shanghai, China, March 29-April 2, 2009.http://research.microsoft.com/pubs/75857/michel_icde09Demo.pdf

• 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

• Sense and Sensíability: Semantic Data Modelling for Sensor Networks
  • Payam M. Barnaghi, Stefan Meissner, Mirko Presser, and Klaus Moessner, "Sense and Sensíability: Semantic Data Modelling for Sensor Networks", to appear, in Proceedings of the ICT Mobile Summit 2009, June 2009.
  • http://personal.ee.surrey.ac.uk/Personal/P.Barnaghi/doc/ictmobilesummit2009.pdf

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

• Machine reasoning about anomalous sensor data
  • Matt Calder, Robert A. Morris, Francesco Peri Machine reasoning about anomalous sensor data Ecological Informatics (in press) http://dx.doi.org/10.1016/j.ecoinf.2009.08.007

2008

• A Framework for Semantic Sensor Network Services
  • Lily Li, Kerry Taylor: A Framework for Semantic Sensor Network Services. ICSOC 2008: 347-361

• Semantic Sensor Web
  • Amit Sheth, Cory Henson, and Satya Sahoo, "Semantic Sensor Web," IEEE Internet Computing, July/August 2008, p. 78-83.
  • http://knoesis.wright.edu/library/resource.php?id=00311

• Tool for ontology alignment with application to semantic reconciliation of sensor metadata for publication in sensormap.
  • Ravikanth Kolli and Prashant Doshi. Optima: Tool for ontology alignment with application to semantic reconciliation of sensor metadata for publication in sensormap. In IEEE-ICSC, 2008.
  • http://lsdis.cs.uga.edu/projects/sensormap/
  • http://www.cs.uga.edu/~kolli/Optima_paper.pdf

• Building a Service-Oriented Ontology for Wireless Sensor Networks
  • Jeong-Hee Kim; Hoon Kwon; Do-Hyeun Kim; Ho-Young Kwak; Sang-Joon Lee, "Building a Service-Oriented Ontology for Wireless Sensor Networks," Computer and Information Science, 2008. ICIS 08. Seventh IEEE/ACIS International Conference on , vol., no., pp.649-654, 14-16 May 2008
  • URL: http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=4529890&isnumber=4529780

• Semantic Sensor Information Description and Processing
  • Vincent Huang and Muhammad Kashif Javed (2008) Semantic Sensor Information Description and Processing http://www.ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=04622703

• A Semantic-based Architecture for Sensor Data Fusion
  • Anastasios Zafeiropoulos, Nikolaos Konstantinou, Stamatios Dimitrios-Emmanuel Spanos, Nikolas Mitrou (2008) A Semantic-based Architecture for Sensor Data Fusion http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=4641322&isnumber=4641296

2007

• Spatio-temporal Conceptual Schema Development for Wide-Area Sensor Networks. GeoS 2007: 160-176
  • Mallikarjun Shankar, Alexandre Sorokine, Budhendra L. Bhaduri, David Resseguie, Shashi Shekhar, Jin Soung Yoo
  • http://users.ipfw.edu/yooj/publications/Geos07.pdf

• Video on the Semantic Sensor Web
  • Cory Henson, Amit Sheth, Prateek Jain, Josh Pschorr, and Terry Rapoch, "Video on the Semantic Sensor Web," W3C Video on the Web Workshop, San Jose, CA, and Brussels, Belgium, December 12-13, 2007.
  • http://knoesis.wright.edu/library/resource.php?id=00211

• A System for Semantic Data Fusion in Sensor Networks
  • Alex Wun, Milenko Petrovi, and Hans-Arno Jacobsen. A system for semantic data fusion in sensor networks. In DEBS í07: Proceedings of the 2007 inaugural international conferenceon Distributed event-based systems, pages 75-79, New York, NY, USA, 2007. ACM.
  • http://research.msrg.utoronto.ca/pub/Padres/WebHome/sensors_debs2007_final.pdf

• 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

• OntoSensor (2007)
  • Project Page: http://www.engr2.memphis.edu/eece/cas/projects.htm
  • OntoSensor Directory: http://www.engr2.memphis.edu/eece/cas/OntoSensor/
  • Thesis: http://www.calebgoodwin.com/THESIS.pdf
  • Short Paper: http://www.cs.virginia.edu/~ipsn06/WIP/goodwin_1568983444.pdf

• Reasoning-Ready Sensor Data
  • James D. McCarthy and Phil A. Graniero Reasoning-Ready Sensor Data
  • http://ncg.nuim.ie/geocomputation/sessions/3A/3A2.pdf

• Using Sensor Ontologies to create Reasoning-Ready Sensor Data for Real-time Hazard Monitoring in a Spatial Decision Support System
  • James Dwight McCarthy (2007) Using Sensor Ontologies to create Reasoning-Ready Sensor Data for Real-time Hazard Monitoring in a Spatial Decision Support System
  • http://matrix.memf.uwindsor.ca/publications/theses/McCarthy-MScThesis-070917.pdf

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

• A marine platforms ontology: Experiences and lessons
  • Luis Bermudez, John Graybeal, and Robert Arko. A marine platforms ontology: Experiences and lessons. In Proceedings of the Semantic Sensor Networks Workshop at the 5th International Semantic Web Conference ISWC, November 2006.
  • Presentation is at http://marinemetadata.org/community/teams/presence/presentations/semanticsensor

• A Service-Oriented Query Architecture for Sensor-Actuator Networks
  • Has some material on why sensors are different from other service architectures ...
  • http://ieeexplore.ieee.org/iel5/4068237/4053600/04068264.pdf?isnumber=4053600&prod=CNF&arnumber=4068264&arSt=115&ared=117&arAuthor=Rezgui%2C+A.%3B+Eltoweissy%2C+M.
  • Abdelmounaam Rezgui http://people.cs.vt.edu/~arezgui/
  • Thesis (not publicly available) http://scholar.lib.vt.edu/theses/available/etd-12142007-231953/

• A Novel Ontology for Sensor Networks Data
  • Mohamad Eid, Ramiro Liscano, Abdulmotaleb El Saddik
  • http://faculty.uoit.ca/liscano/files/CIMSA2006_Final.pdf
  • Details the Sensor Hierarchy Ontology for sensor data. Short Paper.

• 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
  • C. Goodwin and D. Russomanno. An ontology-based sensor network prototype environment. In Proceedings of the 5th International Conference on Information Processing in Sensor Networks, pages 1-2, Nashville TN, USA, 2006. IEEE.
  • http://www.cs.virginia.edu/~ipsn06/WIP/goodwin_1568983444.pdf

• MeT: a real world oriented metadata management system for semantic sensor networks
  • Hideyuki Kawashima, Yutaka Hirota, Satoru Satake, and Michita Imai. Met: A real world oriented metadata management system for semantic sensor networks. In Proc. of the International Workshop on Data Management for Sensor Networks (DMSN, pages 588{599, 2006.
  • http://winslab.cnu.ac.kr/Resource/LabSeminar/Seminar2008-3/Met%20_%20A%20Real%20World%20Oriented%20Metadata%20Management%20System%20for%20Semantic%20Sensor%20Networks.pdf

• 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

• Sensor ontologies: from shallow to deep models
  • Russomanno, D.J., Kothari, C., Thomas, O.: Sensor ontologies: from shallow to deep models. Proceedings of the Thirty-Seventh Southeastern Symposium on System Theory, 2005. SSST '05. 20-22 March 2005.
  • http://ieeexplore.ieee.org/xpl/freeabs_all.jsp?arnumber=1460887
  • http://www.memphis.edu/eece/cas/docs/sst2005_djr_final.pdf

• 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
  • C. Matheus, D. Tribble, M. Kokar, M. Cerutti and S. McGirr. Towards a Formal Pedigree Ontology for Level-One Sensor Fusion. 10th International Command and Control Research and Technology Symposium, McClain, Virginia, June 2005.
  • http://www.dodccrp.org/events/10th_ICCRTS/CD/papers/209.pdf

2004

• A Semantic Data Collection Model for Sensor Network Applications
  • Benjamin Szekely, Elias Torres (2004) A Semantic Data Collection Model for Sensor Network Applications
  • http://torrez.us/archives/2005/10/22/semanticdcn.pdf

• Ontology-driven Adaptive Sensor Networks
  • Avancha, S., Patel, C., and Joshi, A.: Ontology-driven Adaptive Sensor Networks. in First Annual International Conference on Mobile and Ubiquitous Systems: Networking and Services (MobiQuitous '04). 2004. Boston, USA.
  • http://ebiquity.umbc.edu/_file_directory_/papers/199.pdf
    • http://ebiquity.umbc.edu/resource/html/id/131/Sensor-Node-Ontology
    • http://ebiquity.umbc.edu/resource/html/id/132/Sensor-Cluster-Ontology
    • http://ebiquity.umbc.edu/_file_directory_/papers/180.pdf

• 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 Agent Technologies for Tactical Sensor Networks
  • Jiang, G., Chung, W. and Cybenko, G. Semantic Agent Technologies for Tactical Sensor Networks, 2003 SPIE Conference on AeroSense, Apr. 21- 25, 2003,Orlando, Florida.
  • http://cmc.cs.dartmouth.edu/cmc/papers/jiang:tactical.pdf

Semantic O&M

• K. Janowicz and M. Compton The Stimulus-Sensor-Observation Ontology Design Pattern and its Integration into the Semantic Sensor Network Ontology
  • http://ceur-ws.org/Vol-668/paper12.pdf

• Brodaric et al: SKIing with DOLCE
  • http://www.femker.org/papers/SKIo_FOIS08_IOS_Final.pdf DOLCE DnS + SKio ontology
• Brodaric and Probst: Enabling Cross-Disciplinary E-Science by Integrating Geoscience Ontologies with Dolce
  • http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=4763657&tag=1

• A. Frigerio, A. Giordani & L. Mari [Outline of a General Model of Measurement. Synthese. DOI 10.1007/s11229-009-9466-3.
  • http://www.springerlink.com/content/u836x24ww4786828/fulltext.pdf

• Claudio Masolo Founding properties on measurement FOIS 2010
  • http://www.loa-cnr.it/Papers/fois2010qualV0.5.pdf
• ESSLLI 2010 Tutorial Objects, Events, Qualities: An Introduction to Formal Ontological Distinctions in DOLCE
  • http://www.loa-cnr.it/Teaching.html

• A. Scherp, T. Franz, C. Saathoff, and S. Staab F—A Model of Events based on the Foundational Ontology DOLCE+DnS Ultralite
  • https://www.uni-koblenz-landau.de/koblenz/fb4/AGStaab/Research/ontologies/events/event-model-f-kcap.pdf
• WeKnowIt D5.2.1 Prototypical Knowledge Management Methodology
  • http://www.weknowit.eu/sites/default/files/D5.2.1.pdf

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
  • Christoph Stasch, Krzysztof Janowicz, Arne Bröring, Ilka Reis, and Werner Kuhn (2009; forthcoming): A Stimulus-Centric Algebraic Approach to Sensors and Observations. 3rd International Conference on Geosensor Networks, July 13-14, Oxford, United Kingdom. Lecture Notes in Computer Science, Springer.
  • http://ifgi.uni-muenster.de/%7Ejanowicz/downloads/Sensors_and_Observations_GSN2009.pdf

• 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.

• Space Physics Archive Search and Extract http://www.spase-group.org/ and http://www.spase-group.org/data/ontology/SPASE_Ontology_HTML/
• A Space and Solar Physics Data Model from the SPASE Consortium Version 2.0.0 2009-04-15
  • SPASE Consortium http://www.spase-group.org/data/doc/spase-2_0_0.pdf

2008

• Observations, measurements and semantic reference spaces
  • Florian Probst, Observations, measurements and semantic reference spaces, Applied Ontology, Volume 3, Issue 1-2 (January 2008)
  • http://portal.acm.org/citation.cfm?id=1412420

• Relating Sensor Observations to the Real World
  • Holger Neuhaus, Relating Sensor Observations to the Real World, FOIS 2008.
  • http://fois08.dfki.de/proceedings/FOIS08PosterProceedings.pdf#page=43

2007

• Semantic Reference Systems for Observations and Measurements
  • F. Probst, Semantic Reference Systems for Observations and Measurements. PhD Thesis at Institute for Geoinformatics, University of M¸nster, M¸nster, Germany, 2007.
  • http://ifgiweb.uni-muenster.de/~probsfl/publications/PROBST-Thesis-SemanticReferenceSystemsForObservationsAndMeasurements.pdf

• CEDAR and VSTO ontologies
  • http://www.vsto.org/forward.htm?forward=ontology
  • http://dataportal.ucar.edu/schemas/vsto.owl
  • http://dataportal.ucar.edu/schemas/cedar.owl
• Deborah McGuinness, Peter Fox, Luca Cinquini, Patrick West, James Benedict, and Jose Garcia.

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

• • http://vsto.hao.ucar.edu/presentations/OWLED2007McGuinnessFox20070509DLM-1.pdf

2006

• Ontological Analysis of Observations and Measurements
  • Probst, F. (2006). An Ontological Analysis of Observations and Measurements. 4th International Conference on Geographic Information Science (GIScience), M¸nster, Germany, Springer.
  • http://ifgiweb.uni-muenster.de/~probsfl/publications/PROBST%20Ontological%20Analysis%20of%20Observations%20and%20Mesurements.pdf

2004-2005

• NEESGrid (2003-2005)
  • http://eil.stanford.edu/neesgrid/
• J. Peng and K. H. Law. "Reference Data Models for Supporting the Network for Earthquake Engineering Simulation (NEES)," Proceedings of ASCE International Conference on Computing in Civil Engineering, Cancun, Mexico, July 12-15, 2005.
  • http://eil.stanford.edu/publications/NEESgrid/8939_nees_datamodel.pdf

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

• Thorsten Reitz et al at Efficient Conceptual Schema Translation for Geographic Vector Data Sets AGILE 2010 http://agile2010.dsi.uminho.pt/pen/ShortPapers_PDF/112_DOC.pdf
• Sven Schade and Simon Cox Linked Data in SDI or How GML is not about Trees AGILE 2010 http://agile2010.dsi.uminho.pt/pen/ShortPapers_PDF/73_DOC.pdf

• 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

• Laurent Lefort Review of semantic enablement techniques used in geospatial and semantic standards for legacy and opportunistic mashups to appear in Proc. of the 5th Australion Ontology Workshop (AOW 2009) http://ksg.meraka.org.za/~aow2009/aow09-preproceedings.pdf

• Payam M. Barnaghi, Stefan Meissner, Mirko Presser, and Klaus Moessner, "Sense and Sensíability: Semantic Data Modelling for Sensor Networks", to appear, in Proceedings of the ICT Mobile Summit 2009, June 2009.
  • http://personal.ee.surrey.ac.uk/Personal/P.Barnaghi/doc/SENSEI-paper-CCSR.pdf

• 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/publications/C+09-SemSOS_CTS.pdf

• Semantic Sensor Markup of Data and Services
  • http://knoesis.wright.edu/researchers/cory/presentations/SWE_Annotation_SSN-XG.ppt

• Lynnes and Graybeal ESIP Federation recommendations activity

• Enriching SOS services with Ontologies - OOSTethys/OceansIE and MMI

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)
  • http://www.science.oregonstate.edu/~borer/2009-EcosystemInformatics-Berghasian.pdf

• 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.

• Jarrar, M. and Dikaiakos, M. D. (2009): A Data Mashup Language For The Data Web. Proc. of Linked Data on the Web (LDOW2009) Workshop at WWW2009, Madrid, Spain, ACM.
  • http://events.linkeddata.org/ldow2009/papers/ldow2009_paper14.pdf

• SWING: Semantic Web-Service Interoperability for Geospatial Decision Making
  • http://www.swing-project.org/deliverables/document/132
  • http://www.iaria.org/conferences2009/filesGEOWS09/GeospatialDecisionMakingInTheSemanticWeb.pdf

• 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

• Towards Semantic Services for Sensor-Rich Information Systems
  • J. Liu and F. Zhao. Towards semantic services for sensor-rich information systems. In Proc. 2nd International Conference on Broadband Networks (BROADNETS 2005), pages 44--51, Oct. 2005.
  • http://research.microsoft.com/en-us/um/people/zhao/pubs/semantic_services.pdf

Query Processing and Sensor Network Programming

• Query Processing for Mobile Wireless Sensor Networks: State-of-the-art and Research Challenges
  • Yingjie He, Alan Tully, Query Processing for Mobile Wireless Sensor Networks: State-of-the-art and Research Challenges ISWPC 2008
  • http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=04556262

• continuos query and stream query processing: for example CQL and ICEDB http://cartel.csail.mit.edu/icedb/, TinyDB (ICDEB is derived from TinyDB, right?) and Madwise

• The design and implementation of a declarative sensor network system
  • http://www.eecs.berkeley.edu/Pubs/TechRpts/2006/EECS-2006-132.pdf (SNLOG)

• Region Streams: Functional Macroprogramming for Sensor Networks
  • http://www.eecs.harvard.edu/~mdw/papers/regiment-dmsn04.pdf (Regiment)

• The Regiment Macroprogramming System
  • http://www.eecs.harvard.edu/~mdw/papers/regiment-ipsn07.pdf (Regiment)
  • http://people.csail.mit.edu/newton/IPSN07_ver13.ppt

• Flask: Staged Functional Programming for Sensor Networks (ICFP'08)
  • http://www.eecs.harvard.edu/~mdw/papers/flask-icfp08.pdf (Flask)

• Reliable and efficient programming abstractions for wireless sensor networks
  • http://enl.usc.edu/papers/cache/Kothari07.pdf (Pleiades)

• DAIS: Enabling Declarative Applications in Immersive Sensor Networks
  • Kabadayi et al. DAIS: Enabling Declarative Applications in Immersive Sensor Networks
  • http://mpc.ece.utexas.edu/Papers/TR-UTEDGE-2006-000.pdf

• The Ambiance Platform uQuery Execution Service
  • Are agents and similar things relevant enough to mention? ah, for example here is some crossover work from agents and macroprograming and enduser programming to sensor networks:
  • Reza Razavi The Ambiance Platform uQuery Execution Service
  • http://wiki.uni.lu/csc/docs/WA_Razavi.R.pps and http://ambiance.uni.lu/

• http://wiki.uni.lu/csc/($C5)mbiance+Summary+of+Achievements.html

• Ambiance: A Mobile Agent Platform for End-User Programmable Ambient Systems
  • Reza RAZAVI a,1, Kirill MECHITOV b, Gul AGHA b, Jean-François PERROT c Ambiance: A Mobile Agent Platform for End-User Programmable Ambient Systems
  • http://osl.cs.uiuc.edu/docs/ios07/Razavi%20et%20al.pdf

• 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/

• Elena Gaura, Tessa Daniel Information Extraction from Large-scale WSNs: Approaches and Research Issues - Part I: Overview and Agent Based Approaches
• Tessa Daniel, Elena Gaura Information Extraction from Large-scale WSNs: Approaches and Research Issues - Part II: Query-based and Macroprogramming Approaches
• Tessa Daniel, Elena Gaura Information Extraction from Large-scale WSNs: Approaches and Research Issues - Part III: Towards a Hybrid Approach

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