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Learning through computational creativity

Published: 23 July 2015 Publication History
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  • Abstract

    Improving learning and achievement in introductory computer science by incorporating creative thinking into the curriculum.

    References

    [1]
    Epstein, R. Cognition, Creativity, and Behavior: Selected Essays. Praeger, 1996.
    [2]
    Epstein, R. Generativity theory and creativity. Theories of Creativity. Hampton Press, 2005.
    [3]
    Miller, L.D. et al. Improving learning of computational thinking using creative thinking exercises in CS-1 computer science courses. FIE 43, (2013), 1426--1432.
    [4]
    Miller, L.D. et al. Integrating computational and creative thinking to improve learning and performance in CS1. SIGCSE'2014 (2014), 475-480.
    [5]
    Robinson, K. Out of Our Minds: Learning to be Creative. Capstone, 2001.
    [6]
    Shell, D.F., Brooks, D.W., Trainin, G., Wilson, K., Kauffman, D.F., and Herr, L. The Unified Learning Model: How Motivational, Cognitive, and Neurobiological Sciences Inform Best Teaching Practices. Springer, 2010.
    [7]
    Shell, D.F. et al. Improving learning of computational thinking using computational creativity exercises in a college CS1 computer science course for engineers. FIE 44, to appear.
    [8]
    Shell, D.F. and Soh, L.-K. Profiles of motivated self-regulation in college computer science courses: Differences in major versus required non-major courses. J. Sci. Edu. Tech. Technology (2013).
    [9]
    Tharp, T. The Creative Habit: Learn it and Use it for Life. Simon & Schuster, 2005.
    [10]
    Wing, J. Computational thinking. Commun. ACM 49, 3 (Mar. 2006), 33--35.
    [11]
    Wing, J. Computational thinking: What and why. Link Magazine (2010).

    Cited By

    View all
    • (2024)See Logic In Life: An Individualized Exercise Structure for Making and Sharing Computing Concept ConnectionsProceedings of the 55th ACM Technical Symposium on Computer Science Education V. 210.1145/3626253.3635616(1828-1829)Online publication date: 14-Mar-2024
    • (2024)How can unplugged approach facilitate novice students’ understanding of computational thinking? An exploratory study from a Nigerian universityThinking Skills and Creativity10.1016/j.tsc.2023.10145851(101458)Online publication date: Mar-2024
    • (2022)Teaching How to Think Like a ProgrammerResearch Anthology on Computational Thinking, Programming, and Robotics in the Classroom10.4018/978-1-6684-2411-7.ch014(290-308)Online publication date: 2022
    • Show More Cited By

    Recommendations

    Reviews

    Amos O Olagunju

    Evolving complex real-world problems require solutions that originate from several academic disciplines. But how should academic institutions be preparing K-12 teachers and non-computer science majors to participate in solving the emerging real-world problems__?__ Soh and colleagues offer perceptive ideas for revising the computer science curriculum and for designing introductory computer science courses for majors and non-majors. Undeniably, as the authors advocate, effective ideas for developing interdisciplinary computer science (ICS) courses that promote imaginative thinking and computational inspiration require collaboration among faculty members from diverse disciplines. Innovative thinking should: require computational knowledge and skills that enable students to acquire and use information outside their areas of specialty; challenge students to create new solutions; introduce students to conflicting situations to develop new strategies for problem solving; and enable students to recognize and reflect on new ideas. How should the instructors of ICS courses design and evaluate the computational creativity and improvement of students__?__ The authors call for the use of specific objectives and tasks that connect real-world activities to ICS concepts and ideas, as well as practical hands-on problem solving for ICS courses. They provide concrete examples of activities for engaging students in the analysis of design and reflections on solutions to real-world problems. These examples and pedagogical ideas have been successfully used to improve teaching and learning in four ICS courses. The statistical results show significant learning improvement for all students who solved real-world problems in the ICS courses. I encourage all educators to browse the insightful ICS curriculum perspectives in this paper and to weigh in on teaching and learning in courses for non-CS majors. Online Computing Reviews Service

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    Information & Contributors

    Information

    Published In

    cover image Communications of the ACM
    Communications of the ACM  Volume 58, Issue 8
    August 2015
    88 pages
    ISSN:0001-0782
    EISSN:1557-7317
    DOI:10.1145/2808213
    • Editor:
    • Moshe Y. Vardi
    Issue’s Table of Contents
    Permission to make digital or hard copies of part or all of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for third-party components of this work must be honored. For all other uses, contact the Owner/Author.

    Publisher

    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 23 July 2015
    Published in CACM Volume 58, Issue 8

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    Cited By

    View all
    • (2024)See Logic In Life: An Individualized Exercise Structure for Making and Sharing Computing Concept ConnectionsProceedings of the 55th ACM Technical Symposium on Computer Science Education V. 210.1145/3626253.3635616(1828-1829)Online publication date: 14-Mar-2024
    • (2024)How can unplugged approach facilitate novice students’ understanding of computational thinking? An exploratory study from a Nigerian universityThinking Skills and Creativity10.1016/j.tsc.2023.10145851(101458)Online publication date: Mar-2024
    • (2022)Teaching How to Think Like a ProgrammerResearch Anthology on Computational Thinking, Programming, and Robotics in the Classroom10.4018/978-1-6684-2411-7.ch014(290-308)Online publication date: 2022
    • (2021)Investigating Creativity in Computer Science Syllabi in Australia2021 IEEE International Conference on Engineering, Technology & Education (TALE)10.1109/TALE52509.2021.9678648(233-240)Online publication date: 5-Dec-2021
    • (2020)Serious Game as Support for the Development of Computational Thinking for Children with Hearing ImpairmentApplied Sciences10.3390/app1101011511:1(115)Online publication date: 24-Dec-2020
    • (2020)Exploring Creativity Expectation in CS1 Students’ View of Programming2020 IEEE Frontiers in Education Conference (FIE)10.1109/FIE44824.2020.9274134(1-8)Online publication date: 21-Oct-2020
    • (2019)Building Computational Creativity in an Online Course for Non-MajorsProceedings of the 50th ACM Technical Symposium on Computer Science Education10.1145/3287324.3287346(442-448)Online publication date: 22-Feb-2019
    • (2018)Teaching How to Think Like a ProgrammerTeaching Computational Thinking in Primary Education10.4018/978-1-5225-3200-2.ch002(18-35)Online publication date: 2018
    • (2018)IUSE Computational Creativity: Improving Learning, Achievement, and Retention in Computer Science for CS and non-CS Undergraduates2018 ASEE Annual Conference & Exposition Proceedings10.18260/1-2--30740Online publication date: Jun-2018
    • (2018)EngageCSEduComputation creativityACM Inroads10.1145/31778589:1(19-21)Online publication date: 30-Jan-2018
    • Show More Cited By

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