Aspects of Self-awareness: An Anatomy of Metacreative Systems

We formulate a model of computational metacreativity. The model consists of various aspects of creative self-awareness that potentially contribute, in various combinations, to the metacreative capabilities of a creative system. Our model is inspired by a psychological view of metacreativity promoting the awareness of one’s thoughts during the creative process, and draws from the field of self-adaptive software systems to explicate different viewpoints of metacreativity in creative systems. The model is designed to help in analyzing metacreative capabilities of creative systems, and to guide the development of creative systems in a more autonomous and adaptive direction.

[1]  Kazjon Grace,et al.  Specific curiosity as a cause and consequence of transformational creativity , 2015, ICCC.

[2]  Catherine B. Bruch Metacreativity: Awareness of Thoughts and Feelings during Creative Experiences. , 1988 .

[3]  Simon Colton Experiments in Meta-theory Formation , 2001 .

[4]  Dan Ventura,et al.  Soup Over Bean of Pure Joy: Culinary Ruminations of an Artificial Chef , 2012, ICCC.

[5]  Graeme Ritchie,et al.  The transformational creativity hypothesis , 2006, New Generation Computing.

[6]  Julian Togelius,et al.  Transforming Exploratory Creativity with DeLeNoX, , 2021, ICCC.

[7]  Arne Eigenfeldt,et al.  An Introduction to Musical Metacreation , 2016, CIE.

[8]  A. D. Ritchie The Creative Mind , 1946, Nature.

[9]  Ladan Tahvildari,et al.  Self-adaptive software: Landscape and research challenges , 2009, TAAS.

[10]  Robert J. Sternberg,et al.  Teaching scientific thinking to gifted children , 1982 .

[11]  Tony Veale Computational approaches to language and creativity , 2015 .

[12]  Geraint A. Wiggins,et al.  A preliminary framework for description, analysis and comparison of creative systems , 2006, Knowl. Based Syst..

[13]  Dan Ventura,et al.  Mere Generation: Essential Barometer or Dated Concept? , 2016, ICCC.

[14]  Kyle E. Jennings Developing Creativity: Artificial Barriers in Artificial Intelligence , 2010, Minds and Machines.

[15]  Simon Colton Seven Catchy Phrases for Computational Creativity Research , 2009, Computational Creativity: An Interdisciplinary Approach.

[16]  Jeffrey O. Kephart,et al.  The Vision of Autonomic Computing , 2003, Computer.

[17]  U. Neisser The Roots of Self‐Knowledge: Perceiving Self, It, and Thou a , 1997, Annals of the New York Academy of Sciences.

[18]  Bradley R. Schmerl,et al.  Adaptation impact and environment models for architecture-based self-adaptive systems , 2016, Sci. Comput. Program..

[19]  Rami Bahsoon,et al.  Architectural Aspects of Self-Aware and Self-Expressive Computing Systems: From Psychology to Engineering , 2015, Computer.

[20]  N. Cross Designerly ways of knowing , 2006 .

[21]  Simon Colton,et al.  Computational Creativity Theory: The FACE and IDEA Descriptive Models , 2011, ICCC.

[22]  James F. Power,et al.  Can a Computationally Creative System Create Itself? Creative Artefacts and Creative Processes , 2014, ICCC.

[23]  Pierre-Yves Oudeyer,et al.  What is Intrinsic Motivation? A Typology of Computational Approaches , 2007, Frontiers Neurorobotics.

[24]  A. Morin Levels of consciousness and self-awareness: A comparison and integration of various neurocognitive views , 2006, Consciousness and Cognition.

[25]  Pattie Maes,et al.  Concepts and experiments in computational reflection , 1987, OOPSLA '87.