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Intelligence to Artificial Creativity

Volume 15, Number 2, February 2019, pp. 654-666
DOI: 10.23940/ijpe.19.02.p30.654666

Qinyun Liua, Lin Zoua, Sicong Maa, and Hongji Yangb

aCentre for Creative Computing, Bath Spa University, Bath, SN13 0BZ, England, UK
bDepartment of Informatics, University of Leicester, Leicester, LE1 7RH, England, UK

(Submitted on November 20, 2018; Revised on December 13, 2018; Accepted on January 14, 2019)


Assuming creativity is not the same as intelligence and we know that intelligence can be generated by computing (AI), can we generate creativity with computing and call it Artificial Creativity (AC)? What is the connection between AI and AC? This article is attempting to answer these questions and to is propose a system to generate creativity. Human intelligence has been researched for years by psychologists and biologists. Then, based on working mechanism of human brain, computer scientists developed neural network algorithm and other machine learning algorithms to generate intelligence. Creativity is a unique characteristic of living creatures. Recently more work has been on generating creativity through combining creativity theories and artificial intelligence algorithms.


References: 41

        1. H. Gardner, “Frames of Mind: The Theory of Multiple Intelligences,” Basic books, Elsevier, New York, US, 2011
        2. H. Gardner, “Creating Minds: An Anatomy of Creativity Seen Through the Lives of Freud, Einstein, Picasso, Stravinsky, Eliot, Graham, and Ghandi,” Basic Civitas Books, Elsevier, New York, US, 2011
        3. H. Gardner, “Leading minds: An anatomy of leadership,” Basic books, Hachette UK, 2011
        4. R. Cattell, B. Raymond, “Personality and Motivation Structure and Measurement,” American Psychology Association, World Book Co., Oxford, England, 1957
        5. R. Cattell, “Abilities: Their Structure, Growth, and Action,” American Psychology Association, New York, USA, 1971
        6. J. Guilford and P. Christensen, “The One‐Way Relation Between Creative Potential and IQ,” The Journal of Creative Behavior, Vol. 7, No. 4, pp. 247-252, 1973
        7. J. Guilford and H. Ralph, “Creative Potential as Related to Measures of IQ and Verbal Comprehension,” Indian Journal of Psychology, Indian Psychology Asociation, Vol. 41, pp. 7, India,1966
        8. J. Guilford, “Three Faces of Intellect,” American Psychologist, American Psychological Association, Vol. 14, No. 8, pp. 469, New York, US, 1959
        9. J. Piaget, “Piaget’s Theory of Cognitive Development,” Childhood Cognitive Development: The Essential Readings, pp. 33-47, 2000
        10. R. Sternberg, “The Triarchic Mind: A New Theory of Human Intelligence,” Viking Press, Penguin Random House Company, New York, US, 1988
        11. M. Brewer, “A Dual Process Model of Impression Formation,” Lawrence Erlbaum Associates Inc, American Psychological Association, New Jercy, US, 1988
        12. D. Dannefer and P. Marion, “Development as a Multidimensional Process: Individual and Social Constituents,” Human Development, Vol. 33, No. 2-3, pp. 108-137, Karger, Swizerland, 1990
        13. T. Carroll, “The Three-Stratum Theory of Cognitive Abilities,” American Psychological Association, New York, US, 2005
        14. R. Sternberg, “Successful Intelligence, First Agency Publishing,” American Phychological Association, New York, US, 1997
        15. R. Sternberg, “Beyond IQ: A Triarchic Theory of Human Intelligence,” Cambridge University Press, the Press Syndicate of University of Cambridge, New York, US, 1985
        16. R. Sternberg and K. Douglas, “What is Intelligence? Contemporary Viewpoints on its Nature and Definition,” Praeger Pub Text, California, US, 1986
        17. R. Sternberg and I. Todd, “Investing in Creativity,” American Psychologist, American Psycholgical Association, Vol. 51, No. 7, pp. 677, New York, US,1996
        18. R. Sternberg, “Implicit Theories of Intelligence, Creativity, and Wisdom,” Journal of Personality and Social Psychology, American Psychology Association, Vol. 49, No. 3, pp. 607, Washington D.C., US, 1985
        19. S. Russell and P. Norvig, “Artificial Intelligence: A Modern Approach,” Pearson Education Limited, Malaysia, 2016
        20. N. Nilsson, “Principles of Artificial Intelligence,” Morgan Kaufmann Publishers, USA, 2014
        21. S. Robert, “Algorithms, Addison,” Wesley Publishing Company, USA, 2017
        22. F. Wang, J. Zhang, et al., “Where Does AlphaGo Go: From Church-Turing Thesis to AlphaGo Thesis and Beyond,” IEEE/CAA Journal of Automatica Sinica, Vol. 3, No. 2, pp. 113-120, 2016
        23. J. Chen, “The Evolution of Computing: AlphaGo,” Computing in Science & Engineering, IEEE and American Institute of Physics, Vol. 18, No. 4, pp. 4-7, New York, US, 2016
        24. E. D. Bono and Z. Efrem, “Lateral Thinking,” Viking, London, UK, 2010
        25. J. Han, F. Shi, L. Chen, and P. Childs, “The Combinator–A Computer-based Tool for Creative Idea Generation based on a Simulation Approach,” Design Science, Elsevier, pp. 4, Cambridge, UK, 2018
        26. R. Sternberg and R. J. Sternberg, “eds. Handbook of creativity,” Cambridge University Press, Cambridge, UK, 1999
        27. R. Sternberg and T. Lubart, “Defying the Crowd: Cultivating Creativity in a Culture of Conformity,” Free Press, American Phychological Association, New York, US, 1995
        28. R. Finke, “Creative imagery: Discoveries and Inventions in Visualization,” Psychology Press, Taylor & Francis Co., London, UK, 2014
        29. R. Finke, B. Thomas, and M. Steven, “Creative Cognition: Theory, Research, and Applications,” The MIT Press, Plenum Publishing Corporation, Cambridge, MA, US, 1992
        30. T. Amabile, G. Phyllis, and C. Shereen, “Social Influences on Creativity: Evaluation, Coaction, and Surveillance,” Creativity Research Journal, Taylor & Francis Co., Vol. 3, No. 1, pp. 6-21, UK,1990
        31. R. Sternberg and A. Linda, “13 Creativity and Intelligence,” Cambridge University Press, Cambridge, UK, 1999
        32. A. Hugill and H. Yang, “The Creative Turn: New Challenges for Computing,” International Journal of Creative Computing (IJCRC), Vol. 1, No. 1, pp. 4-19, 2013
        33. H. Yang, D. Jing, and L. Zhang, “Creative Computing: An Approach to Knowledge Combination for Creativity?” IEEE Symposium on Service-Oriented System Engineering (SOSE), pp. 407-414, London, UK, 2016
        34. D. Jing and H. Yang, “Creative Computing for Bespoke Ideation,” in Proceedings of IEEE 39th Computer Software and Applications Conference (COMPSAC), Vol. 1, pp. 34-43, Taichung, Taiwan, China, 2015
        35. I. Smith, “IQ, Creativity, and the Taxonomy of Educational Objectives: Cognitive Domain,” The Journal of Experimental Education, Taylor and Francis, Vol. 38, No. 4, pp. 58-60, New York, US, 1970
        36. Frank. Barron, “Creativity and Psychological Health,” American Psychological Association, Oxford, England, 1963
        37. P. Haensly and C. Reynolds, “Creativity and Intelligence,” Handbook of Creativity, Springer, pp. 111-132, Boston, MA, 1989
        38. W. Robert, “Creativity: Genius and Other Myths,” WH Freeman/Times Books/Henry Holt & Co, New York, US, 1986
        39. D. Perkins, “The Mind’s Best Work,” Harvard University Press, Harvard University, Harvard, US, 2009
        40. C. Cox, “The Early Mental Traits of 300 Geniuses,” Genius & Eminence, pp. 53-58, 1992
        41. D. Simonton, “Biographical Determinants of Achieved Eminence: A Multivariate Approach to the Cox Data,” Journal of Personality and Social Psychology, Vol. 33, No. 2, pp. 218, 1976


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