Abstract
In this paper, a hybrid expert system that can recognize some personality characteristics, based on human face pictures, is proposed. The expert system includes a neural network and a fuzzy system for pattern recognition and classification. The hybrid intelligent expert system can produce a short psychological portrait - expressed in a natural language - of a person whose face is presented in the picture.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
Similar content being viewed by others
References
A Human Face Physiognomy Navigator. DataFace: Psychology, Appearance and Behavior of the Human Face. The Nature of Physiognomy, http://www.face-and-emotion.com/dataface/physiognomy/
Anuashvili, A.N.: Fundamentals of Objective Psychology. In: International Institute of Control, Psychology and Psychotherapy, Warsaw, Moscow (2005 - 4th edn., 2008 - 5th edn.) (in Russian)
Authentic Chinese Art of Face Reading Physiognomy, http://www.facereading.cx/
Blackford, K.M.H., Newcombe, A. (eds.): Character Reading at Sight. Nabu Press (1922); (2010 - reproduction)
Brown, S.G.: Face Reading: Secrets of the Chinese Masters. Sterling Publ. (2008)
Cordingley, B.: In Your Face: What Facial Features Reveal About the People You Know and Love. New Horizon Publ. (2001)
Digital Physiognomy Software, http://www.uniphiz.com/physiognomy.htm
Fulfer, M.: Amazing Face Reading (1994, 1996); Polish Edition, RM, Warsaw (2006)
Gray, P.: Psychology, 5th edn. Worth Publ. Boston (2007)
Haner, J.: The Wisdom of Your Face: Change Your Life with Chinese Face Reading. Hay House (2008)
Jackson, P.: Introduction to Expert Systems, 2nd edn. Wiley, Chichester (1990)
Jones, E.V.: Personology Research and Development Center, Inc., http://www.personology.com/
Kacprzyk, J., Zadrozny, S.: Computing with Words for Text Categorization. Springer, Heidelberg (2007)
Kanto, E., Kanto, I.: Your Face Tells All: Learn the Wisdom of the Chinese Art of Face Reading. Atophill Publ. (2005)
Lavater, J.C.: Physiognomy. London (MDCCCXXVI)
Liu, Y.: Understanding the role of facial asymmetry in human face identification. Statistics and Computing 17, 57–60 (2007)
Mar, T.T.: Face Reading: The Chinese Art of Physiognomy. Dodd, Mead. New York (1974)
Michalewicz, Z.: Genetic Algorithms + Data Structures = Evolution Programs. Springer, Heidelberg (1992)
Milczarski, P., Kompanets, L., Kurach, D.: An approach to brain thinker type recognition based on facial asymmetry. In: Rutkowski, L., et al. (eds.) ICAISC 2010, Part I. LNCS (LNAI), vol. 6113, pp. 643–650. Springer, Heidelberg (2010)
Myers-Briggs, I., Myers, P.: Gifts Differing: Understanding Personality Type. Davies-Black Publ. (1995)
Plumb, K.W.: BrainChanger Institute, http://www.brainchanger.com/
Roberts, B.: Face Reading: How to Know Anyone at a Glance. USA (2009), http://facereading1.com/
Rosetree, R.: The Power of Face Reading, Canada (2001)
Russel, J.A.: Is the universal recognition of emotion from facial expression? A review of the cross-cultural studies. Psychological Bulletin. 115(1), 102–141 (1994)
Rutkowska, D.: Neuro-Fuzzy Architectures and Hybrid Learning. Springer, Heidelberg (2002)
Smith, W.M.: Hemispheric and facial asymmetry: Faces of Academe. Journal of Cognitive Neurosciece 10(6), 663–667 (1998)
Young, L.: The Naked Face: The Essential Guide to Reading Faces. St. Martin’s Press (1994)
Zadeh, L.A.: Fuzzy sets. Information and Control 8, 338–353 (1965)
Zadeh, L.A.: The concept of a linguistic variable and its application to approximate reasoning. Information Science. Part I, 8, 199–249. Part II, 8, 301–357. Part III, 9, 43–80 (1975)
Zadeh, L.A.: The role of fuzzy logic in the management of uncertainty in expert systems. Fuzzy Sets and Systems 11, 199–227 (1983)
Zadeh, L.A.: From computing with numbers to computing with words - from manipulation of measurements to manipulation of perceptions. IEEE Trans. on Circuits and Systems - I: Fundamental Theory and Applications. 45(1), 105–119 (1999)
Zurada, J.M.: Introduction to Artificial Neural Systems. West Publishing Company (1992)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2010 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Rutkowska, D. (2010). An Expert System for Human Personality Characteristics Recognition. In: Rutkowski, L., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds) Artificial Intelligence and Soft Computing. ICAISC 2010. Lecture Notes in Computer Science(), vol 6113. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-13208-7_83
Download citation
DOI: https://doi.org/10.1007/978-3-642-13208-7_83
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-13207-0
Online ISBN: 978-3-642-13208-7
eBook Packages: Computer ScienceComputer Science (R0)