A fuzzy semantic CEP model for situation identification in smart homes

Amina Jarraya; Nathan Ramoly; Amel Bouzeghoub; Khedija Arour; Amel Borgi; Béatrice Finance

doi:10.3233/978-1-61499-672-9-1678

A fuzzy semantic CEP model for situation identification in smart homes

Amina Jarraya, Nathan Ramoly, Amel Bouzeghoub, Khedija Arour, Amel Borgi, Béatrice Finance

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

Abstract

Uncertainty is an essential issue for smart home applications. Events generated from sensors can be outdated, inaccurate, imprecise or in contradiction with other ones. These unreliable data can lead to dysfunction in smart home applications. To tackle these challenges, we propose a new model named FSCEP (Fuzzy Semantic Complex Event Processing) that integrates fuzzy logic paradigm, semantic features through an ontology and traditional CEP. We confronted FSCEP with other works tackling uncertainty for CEP and experimented it through simulation with early but promising result.

Original language	English
Title of host publication	Frontiers in Artificial Intelligence and Applications
Editors	Gal A. Kaminka, Maria Fox, Paolo Bouquet, Eyke Hullermeier, Virginia Dignum, Frank Dignum, Frank van Harmelen
Publisher	IOS Press BV
Pages	1678-1679
Number of pages	2
ISBN (Electronic)	9781614996712
DOIs	https://doi.org/10.3233/978-1-61499-672-9-1678
Publication status	Published - 1 Jan 2016
Externally published	Yes
Event	22nd European Conference on Artificial Intelligence, ECAI 2016 - The Hague, Netherlands Duration: 29 Aug 2016 → 2 Sept 2016

Publication series

Name	Frontiers in Artificial Intelligence and Applications
Volume	285
ISSN (Print)	0922-6389
ISSN (Electronic)	1879-8314

Conference

Conference	22nd European Conference on Artificial Intelligence, ECAI 2016
Country/Territory	Netherlands
City	The Hague
Period	29/08/16 → 2/09/16

Access to Document

10.3233/978-1-61499-672-9-1678

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Jarraya, A., Ramoly, N., Bouzeghoub, A., Arour, K., Borgi, A., & Finance, B. (2016). A fuzzy semantic CEP model for situation identification in smart homes. In G. A. Kaminka, M. Fox, P. Bouquet, E. Hullermeier, V. Dignum, F. Dignum, & F. van Harmelen (Eds.), Frontiers in Artificial Intelligence and Applications (pp. 1678-1679). (Frontiers in Artificial Intelligence and Applications; Vol. 285). IOS Press BV. https://doi.org/10.3233/978-1-61499-672-9-1678

Jarraya, Amina ; Ramoly, Nathan ; Bouzeghoub, Amel et al. / A fuzzy semantic CEP model for situation identification in smart homes. Frontiers in Artificial Intelligence and Applications. editor / Gal A. Kaminka ; Maria Fox ; Paolo Bouquet ; Eyke Hullermeier ; Virginia Dignum ; Frank Dignum ; Frank van Harmelen. IOS Press BV, 2016. pp. 1678-1679 (Frontiers in Artificial Intelligence and Applications).

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title = "A fuzzy semantic CEP model for situation identification in smart homes",

abstract = "Uncertainty is an essential issue for smart home applications. Events generated from sensors can be outdated, inaccurate, imprecise or in contradiction with other ones. These unreliable data can lead to dysfunction in smart home applications. To tackle these challenges, we propose a new model named FSCEP (Fuzzy Semantic Complex Event Processing) that integrates fuzzy logic paradigm, semantic features through an ontology and traditional CEP. We confronted FSCEP with other works tackling uncertainty for CEP and experimented it through simulation with early but promising result.",

author = "Amina Jarraya and Nathan Ramoly and Amel Bouzeghoub and Khedija Arour and Amel Borgi and B{\'e}atrice Finance",

note = "Publisher Copyright: {\textcopyright} 2016 The Authors and IOS Press.; 22nd European Conference on Artificial Intelligence, ECAI 2016 ; Conference date: 29-08-2016 Through 02-09-2016",

year = "2016",

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doi = "10.3233/978-1-61499-672-9-1678",

language = "English",

series = "Frontiers in Artificial Intelligence and Applications",

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Jarraya, A, Ramoly, N, Bouzeghoub, A, Arour, K, Borgi, A & Finance, B 2016, A fuzzy semantic CEP model for situation identification in smart homes. in GA Kaminka, M Fox, P Bouquet, E Hullermeier, V Dignum, F Dignum & F van Harmelen (eds), Frontiers in Artificial Intelligence and Applications. Frontiers in Artificial Intelligence and Applications, vol. 285, IOS Press BV, pp. 1678-1679, 22nd European Conference on Artificial Intelligence, ECAI 2016, The Hague, Netherlands, 29/08/16. https://doi.org/10.3233/978-1-61499-672-9-1678

A fuzzy semantic CEP model for situation identification in smart homes. / Jarraya, Amina; Ramoly, Nathan; Bouzeghoub, Amel et al.
Frontiers in Artificial Intelligence and Applications. ed. / Gal A. Kaminka; Maria Fox; Paolo Bouquet; Eyke Hullermeier; Virginia Dignum; Frank Dignum; Frank van Harmelen. IOS Press BV, 2016. p. 1678-1679 (Frontiers in Artificial Intelligence and Applications; Vol. 285).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

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AU - Ramoly, Nathan

AU - Bouzeghoub, Amel

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AU - Finance, Béatrice

PY - 2016/1/1

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N2 - Uncertainty is an essential issue for smart home applications. Events generated from sensors can be outdated, inaccurate, imprecise or in contradiction with other ones. These unreliable data can lead to dysfunction in smart home applications. To tackle these challenges, we propose a new model named FSCEP (Fuzzy Semantic Complex Event Processing) that integrates fuzzy logic paradigm, semantic features through an ontology and traditional CEP. We confronted FSCEP with other works tackling uncertainty for CEP and experimented it through simulation with early but promising result.

AB - Uncertainty is an essential issue for smart home applications. Events generated from sensors can be outdated, inaccurate, imprecise or in contradiction with other ones. These unreliable data can lead to dysfunction in smart home applications. To tackle these challenges, we propose a new model named FSCEP (Fuzzy Semantic Complex Event Processing) that integrates fuzzy logic paradigm, semantic features through an ontology and traditional CEP. We confronted FSCEP with other works tackling uncertainty for CEP and experimented it through simulation with early but promising result.

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DO - 10.3233/978-1-61499-672-9-1678

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Jarraya A, Ramoly N, Bouzeghoub A, Arour K, Borgi A, Finance B. A fuzzy semantic CEP model for situation identification in smart homes. In Kaminka GA, Fox M, Bouquet P, Hullermeier E, Dignum V, Dignum F, van Harmelen F, editors, Frontiers in Artificial Intelligence and Applications. IOS Press BV. 2016. p. 1678-1679. (Frontiers in Artificial Intelligence and Applications). doi: 10.3233/978-1-61499-672-9-1678

A fuzzy semantic CEP model for situation identification in smart homes

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