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Context Based Adaptation of Semantic Rules in Smart Buildings

Published: 02 December 2013 Publication History

Abstract

This paper presents a semantic policy adaptation technique and its applications in the context of smart building setups. We study how semantic rules which are created for one set of contextual conditions are affected when one of the context parameters changes. In particular, rules for triggering alerts and monitoring appliances and their adaptation with changing contexts have been studied in detail. We then describe how this changing context triggers changes in other related context parameters. This technique has been implemented to demonstrate its feasibility, evaluated and positively accepted during trials with users of a real-life semantically empowered smart building setup.

References

[1]
de Sainte Marie, C., Hallmark, G., Paschke, A., editors. RIF Production Rule Dialect. W3C Recommendation, 22 June 2010. http://www.w3.org/TR/2010/REC-rif-prd-20100622/
[2]
Damasio, C. V., Alferes, J. J., Leite, J. 2010. Declarative semantics for the rule interchange format production rule dialect. In Proceedings of the 9th international semantic web conference on The semantic web - Volume Part I (ISWC'10), Peter F. Patel-Schneider, Yue Pan, Pascal Hitzler, Peter Mika, and Lei Zhang (Eds.), Vol. Part I. Springer-Verlag, Berlin, Heidelberg, 798--813.
[3]
Kumar, V., Zeiss, J., Happenhofer, M.: Rule Based Preferential Context Sharing in Location Aware Mobile Advertising. In The 10th International Conference on Mobile Web Information Systems (MobiWIS), Springer LNCS 8093: 64-78, Cyprus, 26--28 August 2013.
[4]
Toninelli, A., Bradshaw, J., Kagal, L., and Montanari, R.: Rule-based and ontology-based policies: Toward a hybrid approach to control agents in pervasive environments. In Proceedings of the ISWC2005 Semantic Web and Policy Workshop, 2005.
[5]
Grosof, B. N.: Representing e-business rules for the semantic web: Situated courteous logic programs in ruleml. In Proceedings of the Workshop on Information Technologies and Systems (WITS, 2001).
[6]
Grosof, B. N., Poon, T. C.: Representing agent contracts with exceptions using xml rules, ontologies, and process descriptions. pages 340--349. ACM Press.
[7]
Boley, H., Kifer, M., Patranjan, P. L., Polleres, A.: Rule interchange on the web. In Reasoning Web, pages 269--309, 2007.
[8]
Boley, H., Osmun, T. M., Craig, B. L.: Social semantic rule sharing and querying in wellness communities. In Proceedings of the 4th Asian Conference on The Semantic Web, ASWC '09, pages 347--361, Berlin, Heidelberg, 2009. Springer-Verlag.
[9]
Hu, Y. J., Boley, H.: Sempif: A semantic meta-policy interchange format for multiple web policies. In Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 01, WI-IAT '10, pages 302--307, Washington, DC, USA, 2010. IEEE Computer Society.
[10]
Kifer, M.: Rule interchange format: The framework. In Diego Calvanese and Georg Lausen, editors, Web Reasoning and Rule Systems, volume 5341 of Lecture Notes in Computer Science, pages 1--11. Springer Berlin / Heidelberg, 2008.
[11]
Tomic, S., Fensel, A., Pellegrini, T.: Sesame demonstrator: ontologies, services and policies for energy effciency. In Proceedings of the 6th International Conference on Semantic Systems, I-SEMANTICS 2010, pages 24:1--24:4, New York, NY, USA, 2010. ACM.
[12]
Gill, K., Yang, S. H., Yao, F., Lu, X.: A zigbee-based home automation system. Consumer Electronics, IEEE Transactions on, vol.55, no.2, pp.422--430, May 2009.
[13]
Byun, J., Park, S.: Development of a self-adapting intelligent system for building energy saving and context-aware smart services. IEEE Transactions on Consumer Electronics. IEEE, 2011.
[14]
Bromley, K., Perry, M., Webb, G.: Trends in Smart Home Systems, Connectivity and Services. www.nextwave.org.uk, 2003.
[15]
Capehart, B. L., Middelkoop, T.: Handbook of Web Based Energy Information and Control Systems, 565 pages, Fairmont Press (July 26, 2011).
[16]
Stavropoulos, T. G., Tsioliaridou, A., Koutitas, G., Vrakas, D., Vlahavas, I.: System architecture for a smart university building. In Proceedings of the 20th international conference on Artificial neural networks: Part III (ICANN'10), Konstantinos Diamantaras, Wlodek Duch, and Lazaros S. Iliadis (Eds.). Springer-Verlag, Berlin, Heidelberg, 477--482, 2010.
[17]
Fensel, A., Tomic, S., Kumar, V., Stefanovic, M., Aleshin, S. V., Novikov, D. O.: SESAME-S: Semantic Smart Home System for Energy Efficiency. Informatik Spektrum 36(1): 46--57 (2013)
[18]
Kiryakov, A., Ognyanov, D., Manov, D.: OWLIM - A pragmatic semantic repository for OWL. In Proceedings of the 2005 international conference on Web Information Systems Engineering (WISE'05), Mike Dean, Yuanbo Guo, Woochun Jun, Roland Kaschek, and Shonali Krishnaswamy (Eds.). Springer-Verlag, Berlin, Heidelberg, 182--192, 2005
[19]
Horst, H. J.: Combining RDF and Part of OWL with Rules: Semantics, Decidability, Complexity, volume 3729 of Lecture Notes in Computer Science, chapter 48, pages 668--684. Springer Berlin Heidelberg, Berlin, Heidelberg, 2005
[20]
Kumar, V., Fensel, A., Lazendic, G., and Lehner, U. Semantic Policy-based Data Management for Energy Efficient Smart Buildings. In On the Move to Meaningful Internet Systems: OTM 2012 Workshops, Springer LNCS 7567, pages 272--284, Rome, Italy, September 2012.
[21]
Kumar, V., Fensel, A., Tomic, S., Mayrhofer, R., Pellegrini, T.: User created machine-readable policies for energy efficiency in smart homes, in Proc. UCSE 2010, co-located with Ubicomp 2010, September 2010.
[22]
Dey, A.K., Abowd, G.D., Salber, D.: A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications. Human-Computer Interaction 16 (2-4), 97--166, 2001.
[23]
Plugwise Plugs: http://www.plugwise.com
[24]
Sesame Framework: http://www.openrdf.org/
[25]
SPARQL Query Language: http://www.w3.org/TR/rdf-sparql-query/
[26]
Jena ARQ: http://jena.apache.org/documentation/query/
[27]
Clean Energy Trends 2012: http://www.cleanedge.com/reports/clean-energy-trends-2012
[28]
Parameterized SPARQL: http://jena.apache.org/documentation/javadoc/arq/com/hp/hpl/jena/query/ParameterizedSparqlString.html
[29]
The SESAME-S Smart Building ontology: http://datahub.io/dataset/smartbuilding-sesames
[30]
The SESAME-S project: http://sesame-s.ftw.at/
[31]
Rule interchange format. www.w3.org/2005/rules/
[32]
Ruleml. http://www.ruleml.org/

Cited By

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  • (2021)Sensor-Based Optimization of Energy Efficiency in Internet of Things: A ReviewSustainable Development Through Engineering Innovations10.1007/978-981-15-9554-7_14(153-161)Online publication date: 2-Mar-2021
  • (2018)An Emotion Aware Task Automation Architecture Based on Semantic Technologies for Smart OfficesSensors10.3390/s1805149918:5(1499)Online publication date: 10-May-2018
  • (2017)Contributing to appliances energy efficiency with Internet of Things, smart data and user engagementFuture Generation Computer Systems10.1016/j.future.2016.11.02676:C(329-338)Online publication date: 1-Nov-2017
  • Show More Cited By

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cover image ACM Other conferences
IIWAS '13: Proceedings of International Conference on Information Integration and Web-based Applications & Services
December 2013
753 pages
ISBN:9781450321136
DOI:10.1145/2539150
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 02 December 2013

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Author Tags

  1. Context Management
  2. Rule Adaptation
  3. Semantic Rules
  4. Smart Buildings

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Cited By

View all
  • (2021)Sensor-Based Optimization of Energy Efficiency in Internet of Things: A ReviewSustainable Development Through Engineering Innovations10.1007/978-981-15-9554-7_14(153-161)Online publication date: 2-Mar-2021
  • (2018)An Emotion Aware Task Automation Architecture Based on Semantic Technologies for Smart OfficesSensors10.3390/s1805149918:5(1499)Online publication date: 10-May-2018
  • (2017)Contributing to appliances energy efficiency with Internet of Things, smart data and user engagementFuture Generation Computer Systems10.1016/j.future.2016.11.02676:C(329-338)Online publication date: 1-Nov-2017
  • (2016)A smart university platform for building energy monitoring and savingsJournal of Ambient Intelligence and Smart Environments10.3233/AIS-1603758:3(301-323)Online publication date: 27-Apr-2016
  • (2016)Automating Financial Regulatory Compliance Using Ontology+Rules and SunflowerProceedings of the 12th International Conference on Semantic Systems10.1145/2993318.2993329(113-120)Online publication date: 12-Sep-2016
  • (2015)EPDLProceedings of the 2015 IEEE International Conference on Data Science and Data Intensive Systems (DSDIS)10.1109/DSDIS.2015.17(297-303)Online publication date: 11-Dec-2015
  • (2014)How can We Tackle Energy Efficiency in IoT BasedSmart Buildings?Sensors10.3390/s14060958214:6(9582-9614)Online publication date: 30-May-2014
  • (2014)A Semantics-Rich Information Technology Architecture for Smart BuildingsBuildings10.3390/buildings40408804:4(880-910)Online publication date: 4-Nov-2014
  • (2014)A Novel Approach for the Population and Adaptation of Ontology-Based User ProfilesUbiquitous Computing and Ambient Intelligence. Personalisation and User Adapted Services10.1007/978-3-319-13102-3_46(280-287)Online publication date: 2014
  • (2014)SmarT INsiGhts (STING) - An Intelligence Application for Querying Heterogeneous DatabasesThe Semantic Web: ESWC 2014 Satellite Events10.1007/978-3-319-11955-7_53(384-388)Online publication date: 16-Oct-2014

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