Individual identification using personality traits

Authors:
David Delgado-Gómez;Federico Sukno;David Aguado;Carlos Santacruz;Antonio Artés-Rodriguez
Affiliations:
Department of Signal Theory and Communications, Carlos III University, Madrid, Spain;Computational Imaging Lab, Pompeu Fabra University, Barcelona, Spain;Institute of Knowledge Engineering, Autonomous University, Madrid, Spain;Institute of Knowledge Engineering, Autonomous University, Madrid, Spain;Department of Signal Theory and Communications, Carlos III University, Madrid, Spain
Venue:
Journal of Network and Computer Applications
Year:
2010

Citing 17
Cited 0

On-Line and Off-Line Handwriting Recognition: A Comprehensive Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence
Convergence Properties of the Nelder--Mead Simplex Method in Low Dimensions

SIAM Journal on Optimization
Handbook of Fingerprint Recognition

Handbook of Fingerprint Recognition
Biometric Recognition: Security and Privacy Concerns

IEEE Security and Privacy
Biometrics break-ins and band-aids

Pattern Recognition Letters - Special issue: Audio- and video-based biometric person authentication (AVBPA 2001)
Comparison and Combination of Ear and Face Images in Appearance-Based Biometrics

IEEE Transactions on Pattern Analysis and Machine Intelligence
The HumanID Gait Challenge Problem: Data Sets, Performance, and Analysis

IEEE Transactions on Pattern Analysis and Machine Intelligence
Biometric Systems: Technology, Design and Performance Evaluation

Biometric Systems: Technology, Design and Performance Evaluation
Recent advances in visual and infrared face recognition: a review

Computer Vision and Image Understanding
Random Multispace Quantization as an Analytic Mechanism for BioHashing of Biometric and Random Identity Inputs

IEEE Transactions on Pattern Analysis and Machine Intelligence
Generating Cancelable Fingerprint Templates

IEEE Transactions on Pattern Analysis and Machine Intelligence
2D and 3D face recognition: A survey

Pattern Recognition Letters
Boosted online learning for face recognition

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics
Dental biometrics: human identification using dental radiographs

AVBPA'03 Proceedings of the 4th international conference on Audio- and video-based biometric person authentication
Biometric recognition: overview and recent advances

CIARP'07 Proceedings of the Congress on pattern recognition 12th Iberoamerican conference on Progress in pattern recognition, image analysis and applications
An adaptive multimodal biometric management algorithm

IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Face Recognition by Regularized Discriminant Analysis

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Quantified Score

Hi-index	0.00

Visualization

Abstract

In this article, a pioneer study is conducted to evaluate the possibility of identifying people through their personality traits. The study is conducted using the answers of a population of 734 individuals to a collection of 206 items. These items aim at measuring five common different personality traits usually called the big five. These five levels are neuroticism, extraversion, agreeableness, conscientiousness and openness. The traits are estimated using the widely used Samejima's model and then used to discriminate the individuals. Results point biometrics using personality traits as a new promising biometric modality.