X-CleLo: Intelligent Deterministic RFID Data Transformer

Peter Darcy; Bela Stantic; Abdul Sattar

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Paper

X-CleLo: Intelligent Deterministic RFID Data Transformer

In Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges - Volume 0ICEIS, 3-12, 2010 , Funchal, Madeira, Portugal

Authors: Peter Darcy ; Bela Stantic and Abdul Sattar

Affiliation: Griffith University, Australia

Abstract: Recently, passive Radio Frequency Identification (RFID) systems have received an exponential amount of attention as researchers have worked tirelessly to implement a stable and reliable system. Unfortunately, despite vast improvements in the quality of RFID technology, a significant amount of erroneous data is still captured in the system. Currently, the problems associated with RFID have been addressed by cleaning algorithms to enhance the data quality. In this paper, we present X-CleLo, a means to intelligently clean and enhance the dirty data using Clausal Defeasible Logic. The extensive experimental study we have conducted has shown that the X-CleLo method has several advantages against a currently utilised cleaning technique and achieves a higher cleaning rate.

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Paper citation in several formats:

Darcy, P.; Stantic, B. and Sattar, A. (2010). X-CleLo: Intelligent Deterministic RFID Data Transformer. In Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges (ICEIS 2010) - IWRT; ISBN 978-989-8425-11-9, SciTePress, pages 3-12. DOI: 10.5220/0003015700030012

@conference{iwrt10,
author={Peter Darcy. and Bela Stantic. and Abdul Sattar.},
title={X-CleLo: Intelligent Deterministic RFID Data Transformer},
booktitle={Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges (ICEIS 2010) - IWRT},
year={2010},
pages={3-12},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003015700030012},
isbn={978-989-8425-11-9},
}

TY - CONF

JO - Proceedings of the 4th International Workshop on RFID Technology - Concepts, Applications, Challenges (ICEIS 2010) - IWRT
TI - X-CleLo: Intelligent Deterministic RFID Data Transformer
SN - 978-989-8425-11-9
AU - Darcy, P.
AU - Stantic, B.
AU - Sattar, A.
PY - 2010
SP - 3
EP - 12
DO - 10.5220/0003015700030012
PB - SciTePress