A universal ontology for sensor networks data

Mohamad Eid; Ramiro Liscano; Abdulmotaleb El Saddik

doi:10.1109/CIMSA.2007.4362539

A universal ontology for sensor networks data

Mohamad Eid, Ramiro Liscano, Abdulmotaleb El Saddik

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

Abstract

In this paper, we present our work towards the development and evaluation of an ontology for searching distributed and heterogeneous sensor networks data. In particular, we propose a two layer prototype ontology that utilizes the IEEE Suggested Upper Merged Ontology (SUMO) as a root definition of general concepts and associations and two sub-ontologies: the sensor data sub-ontology and the sensor hierarchy sub-ontology. The proposed ontology was implemented using Protégé 2000 and eventually evaluated using the RDQL language (RDF Data Query Language). The performance analysis demonstrated the ability of the ontology-based search to improve both the precision and recall rates and enhance the interoperability between different sensor networks domains through the use of the universal SUMO ontology.

Original language	English (US)
Title of host publication	Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA
Pages	59-62
Number of pages	4
DOIs	https://doi.org/10.1109/CIMSA.2007.4362539
State	Published - 2007
Event	2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA - Ostuni, Italy Duration: Jun 27 2007 → Jun 29 2007

Publication series

Name	Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA

Other

Other	2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA
Country/Territory	Italy
City	Ostuni
Period	6/27/07 → 6/29/07

Keywords

IEEE 1451
Ontology design
SUMO
Semantic representation
Sensor networks data

ASJC Scopus subject areas

Artificial Intelligence
Computational Theory and Mathematics
Control and Systems Engineering

Access to Document

10.1109/CIMSA.2007.4362539

Cite this

Eid, M., Liscano, R., & El Saddik, A. (2007). A universal ontology for sensor networks data. In Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA (pp. 59-62). Article 4362539 (Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA). https://doi.org/10.1109/CIMSA.2007.4362539

A universal ontology for sensor networks data. / Eid, Mohamad; Liscano, Ramiro; El Saddik, Abdulmotaleb.
Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA. 2007. p. 59-62 4362539 (Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA).

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

Eid, M, Liscano, R & El Saddik, A 2007, A universal ontology for sensor networks data. in Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA., 4362539, Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA, pp. 59-62, 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA, Ostuni, Italy, 6/27/07. https://doi.org/10.1109/CIMSA.2007.4362539

Eid M, Liscano R, El Saddik A. A universal ontology for sensor networks data. In Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA. 2007. p. 59-62. 4362539. (Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA). doi: 10.1109/CIMSA.2007.4362539

Eid, Mohamad ; Liscano, Ramiro ; El Saddik, Abdulmotaleb. / A universal ontology for sensor networks data. Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA. 2007. pp. 59-62 (Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA).

@inproceedings{44eb98f9573c47c2ae50f69042f88690,

title = "A universal ontology for sensor networks data",

abstract = "In this paper, we present our work towards the development and evaluation of an ontology for searching distributed and heterogeneous sensor networks data. In particular, we propose a two layer prototype ontology that utilizes the IEEE Suggested Upper Merged Ontology (SUMO) as a root definition of general concepts and associations and two sub-ontologies: the sensor data sub-ontology and the sensor hierarchy sub-ontology. The proposed ontology was implemented using Prot{\'e}g{\'e} 2000 and eventually evaluated using the RDQL language (RDF Data Query Language). The performance analysis demonstrated the ability of the ontology-based search to improve both the precision and recall rates and enhance the interoperability between different sensor networks domains through the use of the universal SUMO ontology.",

keywords = "IEEE 1451, Ontology design, SUMO, Semantic representation, Sensor networks data",

author = "Mohamad Eid and Ramiro Liscano and {El Saddik}, Abdulmotaleb",

year = "2007",

doi = "10.1109/CIMSA.2007.4362539",

language = "English (US)",

isbn = "1424408245",

series = "Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA",

pages = "59--62",

booktitle = "Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA",

note = "2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA ; Conference date: 27-06-2007 Through 29-06-2007",

}

TY - GEN

T1 - A universal ontology for sensor networks data

AU - Eid, Mohamad

AU - Liscano, Ramiro

AU - El Saddik, Abdulmotaleb

PY - 2007

Y1 - 2007

N2 - In this paper, we present our work towards the development and evaluation of an ontology for searching distributed and heterogeneous sensor networks data. In particular, we propose a two layer prototype ontology that utilizes the IEEE Suggested Upper Merged Ontology (SUMO) as a root definition of general concepts and associations and two sub-ontologies: the sensor data sub-ontology and the sensor hierarchy sub-ontology. The proposed ontology was implemented using Protégé 2000 and eventually evaluated using the RDQL language (RDF Data Query Language). The performance analysis demonstrated the ability of the ontology-based search to improve both the precision and recall rates and enhance the interoperability between different sensor networks domains through the use of the universal SUMO ontology.

AB - In this paper, we present our work towards the development and evaluation of an ontology for searching distributed and heterogeneous sensor networks data. In particular, we propose a two layer prototype ontology that utilizes the IEEE Suggested Upper Merged Ontology (SUMO) as a root definition of general concepts and associations and two sub-ontologies: the sensor data sub-ontology and the sensor hierarchy sub-ontology. The proposed ontology was implemented using Protégé 2000 and eventually evaluated using the RDQL language (RDF Data Query Language). The performance analysis demonstrated the ability of the ontology-based search to improve both the precision and recall rates and enhance the interoperability between different sensor networks domains through the use of the universal SUMO ontology.

KW - IEEE 1451

KW - Ontology design

KW - SUMO

KW - Semantic representation

KW - Sensor networks data

UR - http://www.scopus.com/inward/record.url?scp=47149110853&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=47149110853&partnerID=8YFLogxK

U2 - 10.1109/CIMSA.2007.4362539

DO - 10.1109/CIMSA.2007.4362539

M3 - Conference contribution

AN - SCOPUS:47149110853

SN - 1424408245

SN - 9781424408245

T3 - Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA

SP - 59

EP - 62

BT - Proceedings of the 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA

T2 - 2007 IEEE International Conference on Computational Intelligence for Measurement Systems and Applications, CIMSA

Y2 - 27 June 2007 through 29 June 2007

ER -

A universal ontology for sensor networks data

Abstract

Publication series

Other

Keywords

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this