Evaluating Computational Creativity: An Interdisciplinary Tutorial

被引:24
|
作者
Lamb, Carolyn [1 ]
Brown, Daniel G. [1 ]
Clarke, Charles L. A. [1 ]
机构
[1] Univ Waterloo, David Cheriton Sch Comp Sci, 200 Univ Ave, Waterloo, ON N2L 3G1, Canada
关键词
Human factors; Measurement; Theory; Computational aesthetics; computational creativity; digital art; BLIND VARIATION; AESTHETIC APPRECIATION; EMOTIONAL RESPONSES; SELECTIVE RETENTION; MODEL; ART; MUSIC; JUDGMENTS; SYSTEMS; DOMAIN;
D O I
10.1145/3167476
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
This article is a tutorial for researchers who are designing software to perform a creative task and want to evaluate their system using interdisciplinary theories of creativity. Researchers who study human creativity have a great deal to offer computational creativity. We summarize perspectives from psychology, philosophy, cognitive science, and computer science as to how creativity can be measured both in humans and in computers. We survey how these perspectives have been used in computational creativity research and make recommendations for how they should be used.
引用
收藏
页数:34
相关论文
共 50 条
  • [31] Understanding and Evaluating Creativity
    Candy, Linda
    Bilda, Zafer
    CC2007-CREATIVITY AND COGNITION 2007 SEEDING CREATIVITY: TOOLS, MEDIA, AND ENVIRONMENTS, 2007, : 303 - 304
  • [32] Beyond Computational Intelligence to Computational Creativity in Games
    Ventura, Dan
    2016 IEEE CONFERENCE ON COMPUTATIONAL INTELLIGENCE AND GAMES (CIG), 2016,
  • [33] TUTORIAL GUIDANCE IN INTERDISCIPLINARY COLLABORATIVE ACTIVITIES IN THE CHEMISTRY DEGREE
    Beltran Sanahuja, A.
    Todoli Torro, J. L.
    Sanchez Romero, R.
    Grane Teruel, N.
    Sanchez Rodriguez, C.
    Carrera Fernandez, M.
    Lopez Bernabeu, S.
    Soler Mora, C.
    INTED2011: 5TH INTERNATIONAL TECHNOLOGY, EDUCATION AND DEVELOPMENT CONFERENCE, 2011, : 2513 - 2519
  • [35] Cognition as a Part of Computational Creativity
    Varshney, Lav R.
    Pinel, Florian
    Varshney, Kush R.
    Schoergendorfer, Angela
    Chee, Yi-Min
    PROCEEDINGS OF THE 2013 12TH IEEE INTERNATIONAL CONFERENCE ON COGNITIVE INFORMATICS & COGNITIVE COMPUTING (ICCI CC 2013), 2013, : 36 - 43
  • [36] Creativity in the acquisition of computational thinking
    Hershkovitz, Arnon
    Sitman, Raquel
    Israel-Fishelson, Rotem
    Eguiluz, Andoni
    Garaizar, Pablo
    Guenaga, Mariluz
    INTERACTIVE LEARNING ENVIRONMENTS, 2019, 27 (5-6) : 628 - 644
  • [37] Manufacturing Magic and Computational Creativity
    Williams, Howard
    McOwan, Peter W.
    FRONTIERS IN PSYCHOLOGY, 2016, 7
  • [38] Collective creativity: strategies for catalyzing interdisciplinary research
    LaPensee, Elizabeth
    Doshi, Aalap
    JCOM-JOURNAL OF SCIENCE COMMUNICATION, 2020, 19 (04):
  • [39] CREATIVITY AND MADNESS - AN INTERDISCIPLINARY SYMPOSIUM - KEEHN,JD
    AMMONS, RB
    AMMONS, CH
    PSYCHOLOGICAL REPORTS, 1988, 62 (02) : 679 - 679
  • [40] Affective Computational Priming and Creativity
    Lewis, Sheena
    Dontcheva, Mira
    Gerber, Elizabeth
    29TH ANNUAL CHI CONFERENCE ON HUMAN FACTORS IN COMPUTING SYSTEMS, 2011, : 735 - 744