Abstract
This paper presents a neurologically inspired computational model for Autism Spectrum Disorders addressing internalizing and externalizing behaviour. The model has been verified by mathematical analysis and it is shown how by parameter tuning the model can identify the characteristics of a person based on empirical data.
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References
Baker, A.E.Z., Lane, A.E., Angley, M.T., Young, R.L.: The relationship between sensory processing patterns and behavioural responsiveness in autistic disorder: a pilot study. J. Autism Dev. Disord. 38, 867–875 (2008)
Bosse, T., Hoogendoorn, M., Klein, M., Treur, J.: A generic agent architecture for human-aware ambient computing. In: Mangina, E., Carbo, J., Molina, J.M. (eds.) Agent-Based Ubiquitous Computing, pp. 35–62. World Scientific Publishers: Atlantis Press, Amsterdam (2009)
Bosse, T., Memon, Z.A., Oorburg, R., Treur, J., Umair, M., de Vos, M.: A software environment for an adaptive human-aware software agent supporting attention-demanding tasks. J. AI Tools 20, 819–846 (2011)
Bosse, T., Memon, Z.A., Treur, J., Umair, M.: An adaptive human-aware software agent supporting attention-demanding tasks. In: Yang, J.-J., Yokoo, M., Ito, T., Jin, Z., Scerri, P. (eds.) PRIMA 2009. LNCS, vol. 5925, pp. 292–307. Springer, Heidelberg (2009)
Brass, M., Spengler, S.: The inhibition of imitative behaviour and attribution of mental states. In: Striano, T., Reid, V. (eds.) Social Cognition: Development, Neuroscience, and Autism, pp. 52–66. Wiley-Blackwell, Oxford (2009)
Cisler, J.M., Olantunji, B.O., Feldner, M.T., Forsyth, J.P.: Emotion regulation and the anxiety disorders: an integrative review. Psychopathol. Behav. Assess 32, 68–82 (2010)
Damasio, A.R.: The Feeling of What Happens: Body and Emotion in the Making of Consciousness. Harcourt Brace, New York (1999)
Damasio, A.R.: Looking for Spinoza. Harcourt, Orlando (2003)
Frith, U.: Autism: Explaining the Enigma. Blackwell, Oxford (2003)
Goldin, P.R., McRae, K., Ramel, W., Gross, J.J.: The neural bases of emotion regulation: reappraisal and supression of negative emotion. Biol. Psychiatry 63, 577–586 (2008)
Grèzes, J., de Gelder, B.: Social perception: understanding other people’s intentions and emotions through their actions. In: Striano, T., Reid, V. (eds.) Social Cognition: Development, Neuroscience, and Autism, pp. 67–78. Wiley-Blackwell, Oxford (2009)
Iacoboni, M.: Mirroring People: The New Science of How We Connect with Others. Farrar, Straus & Giroux, New York (2008)
Marsee, M.A., Frick, P.J.: Exploring the cognitive and emotional correlates to proactive and reactive aggression in a sample of detained girls. Abnorm. Child Psychol. 35, 969–981 (2007)
Noordhof, A., Krueger, R.F., Ormel, J., Oldehinkel, A.J., Hartman, C.A.: Integrating autism-related symptoms into the dimensional internalizing and externalizing model of psychopathology. TRAILS Study Abnorm. Child Psychol. 43, 577–587 (2015)
Ochsner, K.N., Gross, J.J.: The neural bases of emotion and emotion regulation: a valuation perspective. In: Handbook of Emotional Regulation, 2nd edn., pp. 23–41. Guilford, New York (2014)
Pantic, M., Pentland, A., Nijholt, A., Huang, T.S.: Human computing and machine understanding of human behavior: a survey. In: Proceedings of the International Conference on Multimodal Interfaces, pp. 239–248 (2006)
Pentland, A.: Socially aware computation and communication. IEEE Comput. 38, 33–40 (2005)
Pouw, L.B.C., Rieffe, C., Oosterveld, P., Huskens, B., Stockmann, L.: Reactive/proactive aggression and affective/cognitive empathy in children with ASD. Res. Dev. Disabil. 34(4), 1256–1266 (2013)
Treur, J.: On human aspects in ambient intelligence. In: Mühlhäuser, M., Ferscha, A., Aitenbichler, E. (eds.) AmI 2007 Workshops. CCIS, vol. 11, pp. 262–267. Springer, Heidelberg (2008)
Treur, J.: A cognitive agent model displaying and regulating different social response patterns. In: Walsh, T. (ed.) Proceedings of the Twenty-Second International Joint Conference on Artificial Intelligence, IJCAI 2011, pp. 1735–1742 (2011)
Treur, J.: Displaying and regulating different social response patterns: a computational agent model. Cogn. Comput. 6, 182–199 (2014)
Treur, J.: Dynamic modeling based on a temporal-causal network modeling approach. Biol. Inspired Cogn. Architectures 16, 131–168 (2016)
White, S.W., Mazefsky, C.A., Dichter, G.S., Chiu, P.H., Richey, J.A., Ollendick, T.H.: Social-cognitive, physiological, and neural mechanism underlying emotion regulation impairments: understanding anxiety in autism spectrum disorder. Int. J. Dev. Neurosci. 39, 22–36 (2014)
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van der Lubbe, L.M., Treur, J., van Vught, W. (2016). Modeling Internalizing and Externalizing Behaviour in Autism Spectrum Disorders. In: Nguyen, NT., Iliadis, L., Manolopoulos, Y., Trawiński, B. (eds) Computational Collective Intelligence. ICCCI 2016. Lecture Notes in Computer Science(), vol 9875. Springer, Cham. https://doi.org/10.1007/978-3-319-45243-2_2
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DOI: https://doi.org/10.1007/978-3-319-45243-2_2
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