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Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan

Jabatan Pendaftaran Negara (JPN) is a government agency that responsible to provide national identity card (MyKad) to Malaysia citizens. The JPN Automated Fingerprint Identification System; JPN AFIS is a biometric system used by JPN to manage biometrics records to provide the MyKad to Malaysia citiz...

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Main Author: Mazlan, Faddly
Format: Thesis
Language:English
Published: 2016
Subjects:
System design
Online Access:https://ir.uitm.edu.my/id/eprint/63895/1/63895.PDF
https://ir.uitm.edu.my/id/eprint/63895/
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spelling my.uitm.ir.638952023-08-28T02:15:38Z https://ir.uitm.edu.my/id/eprint/63895/ Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan Mazlan, Faddly System design Jabatan Pendaftaran Negara (JPN) is a government agency that responsible to provide national identity card (MyKad) to Malaysia citizens. The JPN Automated Fingerprint Identification System; JPN AFIS is a biometric system used by JPN to manage biometrics records to provide the MyKad to Malaysia citizens. JPN AFIS has the characteristic of a unimodal biometric system that uses only fingerprint data in its business process. In JPN daily scenario; JPN AFIS has limitations in accommodating services for problematic fingerprints applicants. It can take up to three months for problematic fingerprints applicants to have their MyKad application approved with all credible records presented to JPN. Due to this limitation, there is a need for a system that does not rely on fingerprint data alone as this presents a disadvantage to applicants with problematic fingerprints. The system should have capabilities to accommodate problematic fingerprints applicants by providing other credible biometric data such as facial traits, which can be addressed, by multimodal biometric system. Thus, the aims of the study are to measure the reliability and efficiency of a multimodal biometric system in JPN environment for problematic fingerprints applicants. A proof of concept (POC) of Facial Biometric System, using random data from JPN AFIS database was established in JPN environment. The system's reliability and efficiency was determined by measuring the biometrics performance metrics using data from the POC. A survey for user perception and acceptance was also conducted to the system's users. Outcomes from the study of the POC and user's surveys indicate that the Facial Biometric System overcomes the limitations of the existing system in accommodating the problematic fingerprints applications by shorten the approval time from up to three months to as fast as two days. The study also indicates that multimodal system shows significance promise of being a reliable system, where its findings would help JPN to provide efficient services for public and easing the MyKad applications process for citizens especially to those with problematic fingerprints. 2016 Thesis NonPeerReviewed text en https://ir.uitm.edu.my/id/eprint/63895/1/63895.PDF Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan. (2016) Masters thesis, thesis, Universiti Teknologi MARA (UiTM).
institution Universiti Teknologi Mara
building Tun Abdul Razak Library
collection Institutional Repository
continent Asia
country Malaysia
content_provider Universiti Teknologi Mara
content_source UiTM Institutional Repository
url_provider http://ir.uitm.edu.my/
language English
topic System design
spellingShingle System design
Mazlan, Faddly
Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan
description Jabatan Pendaftaran Negara (JPN) is a government agency that responsible to provide national identity card (MyKad) to Malaysia citizens. The JPN Automated Fingerprint Identification System; JPN AFIS is a biometric system used by JPN to manage biometrics records to provide the MyKad to Malaysia citizens. JPN AFIS has the characteristic of a unimodal biometric system that uses only fingerprint data in its business process. In JPN daily scenario; JPN AFIS has limitations in accommodating services for problematic fingerprints applicants. It can take up to three months for problematic fingerprints applicants to have their MyKad application approved with all credible records presented to JPN. Due to this limitation, there is a need for a system that does not rely on fingerprint data alone as this presents a disadvantage to applicants with problematic fingerprints. The system should have capabilities to accommodate problematic fingerprints applicants by providing other credible biometric data such as facial traits, which can be addressed, by multimodal biometric system. Thus, the aims of the study are to measure the reliability and efficiency of a multimodal biometric system in JPN environment for problematic fingerprints applicants. A proof of concept (POC) of Facial Biometric System, using random data from JPN AFIS database was established in JPN environment. The system's reliability and efficiency was determined by measuring the biometrics performance metrics using data from the POC. A survey for user perception and acceptance was also conducted to the system's users. Outcomes from the study of the POC and user's surveys indicate that the Facial Biometric System overcomes the limitations of the existing system in accommodating the problematic fingerprints applications by shorten the approval time from up to three months to as fast as two days. The study also indicates that multimodal system shows significance promise of being a reliable system, where its findings would help JPN to provide efficient services for public and easing the MyKad applications process for citizens especially to those with problematic fingerprints.
format Thesis
author Mazlan, Faddly
author_facet Mazlan, Faddly
author_sort Mazlan, Faddly
title Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan
title_short Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan
title_full Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan
title_fullStr Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan
title_full_unstemmed Assessing the reliability of multimodal biometric system: a case study at Jabatan Pendaftaran Negara (JPN) / Faddly Mazlan
title_sort assessing the reliability of multimodal biometric system: a case study at jabatan pendaftaran negara (jpn) / faddly mazlan
publishDate 2016
url https://ir.uitm.edu.my/id/eprint/63895/1/63895.PDF
https://ir.uitm.edu.my/id/eprint/63895/
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score 13.211869

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