Individual identification using personality traits

Journal of Network and Computer Applications

Volumn 33, Issue 3, 2010, Pages 293-299

  Delgado Gómez, David ^a   Sukno, Federico ^c   Aguado, David ^b   Santacruz, Carlos ^b   Artés Rodriguez, Antonio ^a  

^a UNIVERSIDAD CARLOS III DE MADRID   (Spain)

^b UNIVERSIDAD AUTÓNOMA DE MADRID   (Spain)

^c UNIVERSITAT POMPEU FABRA   (Spain)

Author keywords

Biometrics; Personality traits; Psychometrics; Samejima's model

Indexed keywords

BIG FIVE; INDIVIDUAL IDENTIFICATION; PERSONALITY TRAITS; PSYCHOMETRICS;

BIOMETRICS;

EID: 77951204085     PISSN: 10848045     EISSN: 10958592     Source Type: Journal    
DOI: 10.1016/j.jnca.2009.12.009     Document Type: Article

References (38)

1. Abate A.F., Nappi M., Riccio D., and Sabatino G. 2D and 3D face recognition: a survey. Pattern Recognition Letters 28 (2007) 1885-1906
2. Badawi AM. Hand vein biometric verification prototype: a testing performance and patterns similarity. In: Proceedings of the 2006 international conference on image processing, computer vision and pattern recognition; 2006. p. 3-9.
3. Barrick M.R., and Mount M.K. The big five personality dimension and job performance: a meta-analysis. Personnel Psychology 44 (1991) 1-26
4. Bartram D. Internet recruitment and selection: kissing frogs to find princes. International Journal of Selection and Assesment 8 (2002) 261-274
5. Block J. Some enduring and consequential structure of personality. Further explorations in personality (1981), Wiley, New York 27-43
6. Bock R.D., and Aitkin M. Marginal maximum likelihood estimation of item parameters: application of an EM algorithm. Psychometrika 46 (1981) 443-459
7. Chang K., Bowyer K.W., Sarkar S., and Victor B. Comparison and combination of ear and face images in appearance-based biometrics. IEEE Transactions on Pattern Analysis and Machine Intelligence 25 (2003) 1160-1165
8. Conley J.J. Longitudinal stability of personality traits: a multitrait-multimethod- multioccasion analysis. Journal of Personality and Social Psychology 49 (1985) 1266-1282
9. Dai D.Q., and Yuen P.C. Face recognition by regularized discriminant analysis. IEEE Transactions on Systems, Man, and Cybernetics B, Cybernetics 4 37 (2007) 1080-1085
10. Daugman J. Probing the uniqueness and randomness of IrisCodes: results from 200 billion iris pair comparisons. Proceedings of the IEEE 94 (2006) 1927-1935
11. Han C.C., Cheng H.L., Linb C.L., and Fanb K.C. Personal authentication using palm-print features. Pattern Recognition 36 (2003) 371-381
12. Hogan R., and Ones J. Concientiousness and integrity at work. Handbook of personality psychology (1997), Academic Press, San Diego 849-870
13. Hopfield J.J. Neurons with graded response have collective computational properties like those of two-state neurons. Proceedings of the National Academy of Sciences of the United States of America 81 (1984) 3088-3092
14. Jain AK. Biometric recognition: overview and recent advances. In: Lecture notes in computer science: progress in pattern recognition, image analysis and applications, vol. 4756. Berlin: Springer; 2007. p. 13-9.
15. Jain A.K. Biometric recognition. Nature 449 (2007) 39-40
16. Jain A.K., Chen H., and Minut S. Dental biometrics: human identification using dental radiographs. Lecture notes in computer science vol. 2688 (2003), Springer, Berlin 429-437
17. Kong S.G., Heo J., Abidi B.R., Paik J., and Abidi M.A. Recent advances in visual and infrared face recognition-a review. Computer Vision and Image Understanding 97 (2004) 103-135
18. Lagarias J.C., Reeds J.A., Wright M.H., and Wright P.E. Convergence properties of the Nelder-Mead simplex method in low dimensions. SIAM Journal of Optimization 9 (1998) 112-147
19. Maltoni D., Maio D., Jain K.A., and Prabhakar S. Handbook of fingerprint recognition (2003), Springer, Berlin
20. Masip D., Lapedriza A., and Vitria J. Boosted online learning for face recognition. IEEE Transactions on Systems, Man, and Cybernetics B, Cybernetics 39 (2009) 530-538
21. Matsumoto T., Matsumoto H., Yamada K., and Hoshino A.K. Impact of artificial gummy fingers on fingerprint systems. Proceedings of the SPIE Optical Security and Counterfeit Deterrence Techniques IV 4677 (2002) 275-289
22. McCrae R.R., and John O.P. The five factor model: issues and applications. Journal of Personality 60 (1992) 175-215
23. McCrae RR, Costa PT. A five factor theory of personality. Handbook of personality theory and research; 1999. p. 139-53.
24. Messer K, Matas J, Kittler J, Luettin J, Maitre G. XM2VTS: the extended M2VTS database. In: Proceedings of the second international conference on audio and video-based biometric person authentication; 1999. p. 72-7.
25. Muraki E., and Bock R.D. Parscale. Item analysis and test scoring for rating-scale data (1977), Scientific Software, Inc., Chicago, IL
26. Plamondon R., and Srihari S.N. Online and off-line handwritting recognition: a comprehensive survey. IEEE Transactions on Pattern Analysis and Machine Intelligence 22 (2000) 63-84
27. Prabhakar S., Pankanti S., and Jain A.K. Biometric recognition: security and privacy concerns. IEEE Security & Privacy 1 (2003) 33-42
28. Ratha N.K., Connell J.H., and Bolle R.M. Biometrics break-ins and band-aids. Pattern Recognition Letters 24 (2003) 2105-2113
29. Ratha N.K., Chikkerur S., Connell J.H., and Bolle R.M. Generating cancelable fingerprint templates. IEEE Transactions on Pattern Analysis and Machine Intelligence 29 (2007) 561-572
30. Reynolds D.A., Quatieri T.F., and Dunn R.B. Speaker verification using adapted gaussian mixture models. Digital Signal Processing 10 (2000) 19-41
31. Ross A., Nandakumar K., and Jain A.K. Handbook of multibiometrics (2006), Springer, Berlin [Section 1.6.]
32. Sarkar S., Phillips P.J., Liu Z., Vega R., Grother P., and Bowyer K.W. The humanID gait challenge problem: data sets, performance, and analysis. IEEE Transactions on Pattern Analysis and Machine Intelligence 27 (2005) 162-177
33. Samejima F. Estimation of latent ability using a response pattern of graded scores. Psychometrika, Monograph Supplement 17; 1969.
34. The International Biometric Group. Biometric market and industry report 2006-2010; 2007. 〈www.biometricgroup.com〉.
35. Teoh A.B.J., Goh A., and Ngo D.C.L. Random multispace quantization as an analytic mechanism for bioHashing of biometric and random identity inputs. IEEE Transactions on Pattern Analysis and Machine Intelligence 28 (2006) 1892-1901
36. van der Linden W.J., and Hambleton R.K. Handbook of modern item response theory (1996), Springer, Berlin
37. Veeramachaneni K., Osadciw L.A., and Varshney P.K. An adaptive multimodal biometric management algorithm. IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews 35 (2005) 344-356
38. Wayman J.L., Jain A.K., Maltoni D., and Maio. Biometric systems, technology, design and performance evaluation (2005), Springer, Heidelberg