Utilidad de la tecnología de reconocimiento automático de expresión facial aplicada al análisis de conducta criminalUn estudio de caso

  1. Sergio Martínez Pacheco 1
  2. Rafael Manuel López Pérez 2
  3. Juan Enrique Soto Castro 1
  4. Anderson Tamborim 3
  5. Alicia Juárez Bielsa 1
  1. 1 Policía Nacional. Sección Análisis de Conducta (SAC). España.
  2. 2 Fundación Universitaria Behavior & Law ,
  3. 3 Social Intelligence Group. Brasil
Aldizkaria:
Behavior & Law Journal

ISSN: 2444-4170

Argitalpen urtea: 2018

Alea: 4

Zenbakia: 1

Orrialdeak: 1-8

Mota: Artikulua

DOI: 10.47442/BLJ.V4.I1.45 DIALNET GOOGLE SCHOLAR lock_openSarbide irekia editor

Beste argitalpen batzuk: Behavior & Law Journal

Garapen Iraunkorreko Helburuak

Laburpena

This study aims to validate the incorporation of the use of new technologies, specialized in the recognition of facial expression, into the study of criminal behavior. As a result of the collaboration of two different but totally complementary worlds such as the academic-research field and the applied field, the possibility of implementing the use of facial coding software has arisen. This program automates the discrimination of the so-called units of action in the face of people to a specific case selected by the police unit in charge of non-verbal behavior studies in the National Police, the Behavior Analysis Section (SAC) After the nfrontation of the results obtained by the analysts of the SAC with the results produced by the facial recognition software, it is concluded that it can be very useful to facilitate the task of discrimination, although this final analysis should be supplemented by the experience and supervision of the analysts as signed to the case, since the best final results are obtained from the combined work of both.

Erreferentzia bibliografikoak

  • Akehurst, L., Köhnken, G., Vrij, A., & Bull, R. (1996). Lay persons’ and police officers’ beliefs regarding deceptive behaviour. Applied Cognitive Psychology, 10.
  • Babchuck, W. A., Hames, R. B., & Thompson, R. A. (1985). Sex differences in the recognition of infant facial expressions of emotion: The primary caretaker hypothesis. Ethology and Sociobiology, 6(2), 89–101.
  • Bar, M., Neta, M., & Linz, H. (2006). Very first impressions. Emotion, 6(2), 269–278.
  • Borod, J. C., Caron, H. S., & Koff, E. (1981). Asymmetry in positive and negative facial expressions: Sex differences. Neuropsychologia, 19(6), 819–824.
  • Bruyer, R. (1981). Asymmetry of facial expression in brain damaged subjects. Neuropsychologia, 19(4), 615–624.
  • Buck, R. (1980). Nonverbal behavior and the theory of emotion: The facial feedback hypothesis. Journal of Personality and Social Psychology, 38(5), 811–824.
  • Buck, R., Savin, V., & Miller, R. (1972). Communication of affect through facial expressions in humans. Journal of Personality and Social Psychology, 23(3), 362–371.
  • Calvo-Merino, B., Grèzes, J., Glaser, D. E., Passingham, R. E., & Haggard, P. (2006). Seeing or Doing? Influence of Visual and Motor Familiarity in Action Observation. Cereb Cortex, 16(19), 1905–1910.
  • Chan, C., Boven, L. Van, & Andrade, E. (2014). Moral violations reduce oral consumption. Journal of Consumer Psychology, 24, 381–386.
  • Chentsova-Dutton, Y., & Tsai, J. (2010). Self-focused attention and emotional reactivity: the role of culture. Journal of Personality and Social Psychology, 98, 507–519.
  • Chóliz, M., & Tejero, P. (1994). Neodarwinismo y antidarwinismo en la expresión de las emociones en la psicología actual. Revista de Historia de La Psicología, 89–94.
  • Cootes, T., & Taylor, C. (2004). Statistical models of appearance for computer vision. Manchester: Imaging Science and Biomedical Engineering, University of Manchester.
  • Cornellá, J., & Llusent, A. (2003). Trastorno de déficit de atención con o sin hiperacti-vidad. Pediatría Integral, 7(8), 571–582.
  • Craig, K. D., & Patrick, C. J. (1985). Facial expression during induced pain. Journal of Personality and Social Psychology, 48(4), 1080–1091.
  • Darwin, C. (1872). The Expression of the Emotions in Man and Animals. Nueva York: Appleton and Company.
  • de Paulo, B. M., & Pfeifer, R. L. (1986). On the job experience and skill at detecting deceptions. Journal of Applied Social Psychology, 16.
  • den Uyl, M. J., & van Kuilenburg, H. (2005). The FaceReader: Online facial expression recognition. In P.J.J.Noldus, F.Grieco, L.W.S.Loijens, & P.H.Zimmerman (Eds.), Proceedings of the 5th International Conference on Methods and Techniques in Behavioral Research, Measuring Behavior (pp. 589–590). Wageningen,the Netherlands: Noldus InformationTechnology.
  • Duclos, S. E., Laird, J. D., Schneider, E., Sexter, M., Stern, L., & Van Lighten, O. (1989). Emotion-specific effects of facial expressions and postures on emotional experience. Journal of Personality and Social Psychology, 57(1), 100–108.
  • Ekman, P. (1980). Asymmetry in facial expression. Science, 209(4458), 833–834.
  • Ekman, P., & Friesen, W. (1971). Constants across cultures in the face and emotion. Journal of Personality and Social Psychology, 17(2), 124–129.
  • Ekman, P., & Friesen, W. (1978). Facial action coding system: a technique for the measurement of facial movement. Palo Alto: Consulting Psychologists.
  • Ekman, P., Friesen, W., & Tomkins, S. (1971). Facial affect scoring technique: A first validity study. Semiotica.
  • Ekman, P., Hager, J. C., & Friesen, W. V. (1981). The symmetry of emotional and deliberate facial actions. Psychophysiology, 18(2), 101–106.
  • Fernández-Abascal, E. G., & Chóliz, M. (2001). Expresión facial de la emoción. Madrid: UNED.
  • Fernández-Abascal, E. G., Jiménez, M. P., & Martín, M. D. (2003). Emoción y motivación: la adaptación humana. (p.50) (vol.1) Madrid: Ramón Areces.
  • Friesen, W., & Ekman, P. (1983). EMFACS-7: Emotional facial action coding system. Unpublished Manuscript, University of California at San.
  • Frith, C. (2009). Role of facial expressions in social interactions. Philosophical Transactions of the Royal Society of London B: Biological Sciences, 364(1535), 3453–3458.
  • Garrido, E., Masip, J., & Herrero, C. (2004). Police officers’ credibility judgments: Accuracy and estimated ability. International Journal of Psychology, 39.
  • Hager, J. C. (2003). Human Face. 2013. Retrieved from http://www.face-and-emotion.com/dataface/facsaid/description.jsp Facial Action Coding System Affect Interpretation Dictionary (FACSAID)
  • Hager, J. C., & Ekman, P. (1983). The inner and Outer Meanings of Facial Expressions. Nueva York: The Guilford Press.
  • Hennenlotter, A., Dresel, C., Castrop, F., Ceballos-Baumann, A. O., Wohlschläger, A. M., & Haslinger, B. (2009). The link between facial feedback and neural activity within central circuitries of emotion—New insights from Botulinum toxin–induced denervation of frown muscles. Cerebral Cortex, 19(3), 537–542.
  • Izard, C. E. (1979). The Maximally Discriminative Facial Movement Coding System (MAX). Newark, Delaware: University of Delaware, Instructional Resoruce Center.
  • Knutson, B. (1996). Facial expressions of emotion influence interpersonal trait inferences. Journal of Nonverbal Behavior, 20(3), 165–182.
  • Kring, A., & Sloan, D. (2007). The Facial Expression Coding System (FACES): development, validation, and utility. Psychological Assessment, 19(2), 210–224.
  • LeResche, L., & Dworkin, S. F. (1984). Facial expression accompanying pain. Social Science & Medicine, 19(12), 1325–1330.
  • Lewinski, P., den Uyl, T. M., & Butler, C. (2014). Automated facial coding: Validation of basic emotions and FACS AUs in FaceReader. Journal of Neuroscience, Psychology, and Economics, 7(4), 227.
  • Lewinski, P., Fransen, M., & Tan, E. (2014). Predicting advertising effectiveness by facial expressions in response to amusing persuasive stimuli. Journal of Neuroscience, Psychology, and Economics, 7, 1–14.
  • López, R. ., Gordillo, F., & Soto, J. E. (2016). Protocolo NBAM (Nonverbal Behavior Analysis Matrix). In R. M. López, F. Gordillo, & M. Grau (Eds.), Comportamiento no verbal (pp. 179–192). Madrid: Ediciones Pirámide.
  • López, R. M., Gordillo, F., & Grau, M. (2016). Comportamiento no verbal: más allá de la comunicación y el lenguaje. Madrid: Pirámide.
  • Magariños, J. G. (2015). El lenguaje del cuerpo: aplicación del análisis del comportamiento no verbal al ámbito policial. Ciencia Policial, 127, 7–62.
  • Mallo, M. J., Fernández, J. M., & Wallbott, H. (1989). Reconocimiento de expresiones a partir de la expresión y el contexto: una réplica. Revista de Psicología Social, 4, 291–298.
  • Mojzisch, A., Schilbach, L., Helmert, J. R., Pannasch, S., Velichkovsky, B. M., & Vogeley, K. (2006). The effects of self-involvement on attention, arousal, and facial expression during social interaction with virtual others: A psychophysiological study. Social Neuroscience, 1(3–4), 184–195.
  • Moscovitch, M., & Olds, J. (1982). Asymmetries in spontaneous facial expressions and their possible relation to hemispheric specialization. Neuropsychologia, 20(1), 71–81.
  • Mueser, K. T., Grau, B. W., Sussman, S., & Rosen, A. J. (1984). You’re only as pretty as you feel: Facial expression as a determinant of physical attractiveness. Journal of Personality and Social Psychology, 46(2), 469–478.
  • Mullen, B., Futrell, D., Stairs, D., Tice, D. M., Baumeister, R. F., Dawson, K. E., … Rosenfeld. (1986). Newcasters’ facial expressions and voting behavior of viewers: Can a smile elect a president?. Journal of Personality and Social Psychology, 51(2), 291–295.
  • Nelson, N. L., & Russell, J. A. (2013). Universality revisited. Emotion Review, 5, 8–15. https://doi.org/10.1177/1754073912457227
  • Noldus. (2014). FaceReader: Tool for Automated Analysis of Facial Expression: Version6.0. Wageningen,the Netherlands: Noldus Information Technology B.V.
  • Ogawa, T., & Suzuki, N. (1999). Response differentiation to facial expression of emotion as increising exposure duration. Perceptual and Motor Skills, 89(2), 557–563.
  • Olivola, C. Y., & Todorov, A. (2010). Elected in 100 milliseconds: Appearance-based trait inferences and voting. Journal of Nonverbal Behavior, 34(2), 83–110.
  • Rourke, B. P. (1995). Syndrome of nonverbal learning disabilities: Neurodevelopmental manifestations. Nueva York: Guilford Press.
  • Russelll, J. A. (1994). Is there universal recognition of emotion from facial expression?: A review of the cross-cultural studies. Psychological Bulletin, 115(1), 102–141.
  • Schilbach, L., Eickhoff, S. B., Mojzisch, A., & Vogeley, K. (2008). What’s in a smile? Neural correlates of facial embodiment during social interaction. Social Neuroscience, 3(1), 37–50.
  • Schilbach, L., Koubeissi, M. Z., David, N., Vogeley, K., & Ritzl, E. K. (2007). Being with virtual others: studying social cognition in temporal lobe epilepsy. Epilepsy & Behavior, 11(3), 316–323.
  • Schilbach, L., Wohlschlaeger, A. M., Kraemer, N. C., Newen, A., Shah, N. J., Fink, G. R., & Vogeley, K. (2006). Being with virtual others: Neural correlates of social interaction. Neuropsychologia, 44(5).
  • Schlosberg, J. (1952). The description of facial expressions in terms of two dimensions. Journal of Experimental Psychology, 44(4), 229–237.
  • Schlosberg, J. (1954). Three dimensions of emotion. Psychological Review, 61(2), 81–88.
  • Tomkins, S. (1962). Affect imagery consciousness: Volume I: The positive affects. Nueva York: Springer.
  • Torgeson, J. K. (1993). Variations on theory in learning disabilities. In G. R. Lyon, D. B. Gray, J. F. Kavanagh, & N. A. Krasnegor (Eds.), Better understanding learning disabilities: New views from research and their implications for education and public policies (pp. 153–170). Baltimore, MD: Paul H. Brookes.
  • Tourangeau, R., & Ellsworth, P. C. (1979). The role of facial response in the experience of emotion. Journal of Personality and Social Psychology, 37(9), 1519–1531.
  • Tribunal del Jurado - Audiencia Provincial de León (11 de abril de 2017). Sentencia 167/17 (2017).
  • Vrij, A. (2008). Detecting lies and deceit: Pitfalls and opportunities. John Wiley & Sons, Ltd.
  • Yarczower, M., & Daruns, L. (1982). Social inhibition of spontaneous facial expressions in children. Journal of Personality and Social Psychology, 43(4), 831–837.
  • Zuckerman, M., Hall, J. A., DeFrank, R. S., & Rosenthal, R. (1976). Encoding and decoding of spontaneous and posed facial expressions. Journal of Personality and Social Psychology, 34(5), 966–977.