Simulation-based co-creation of algorithms

Publikation: Beitrag in einer Fachzeitschrift!!Conference articleForschungBegutachtung

Abstract

Co-Creation methods for interactive computer systems design are now widely accepted as part of the methodological repertoire in any software development process. As the community is becoming more aware of the fact that software is driven by complex, artificially intelligent algorithms, the question arises what “Co-Creation of Algorithms” in the sense of end users explicitly shaping the parameters of algorithms could mean, and how it would work. Algorithms are not tangible like tool features and effects are harder to be explained or understood, especially in early design phases without a software prototype. Therefore, we propose a Simulation-based Co-Creation method that allows TEL researchers to collaboratively design algorithms with end users by creating user stories and personas, modelling assumptions and discussing simulated effects. The method extends the build & evaluate loop of co-design iterations, even when the learning technology for the algorithm is not ready. Our proposal is a methodological idea for discussion in the EC-TEL community, yet to be applied in a practice.

Originalspracheenglisch
FachzeitschriftCEUR Workshop Proceedings
Jahrgang2190
PublikationsstatusVeröffentlicht - 1 Jan 2018
VeranstaltungJoint 1st Co-Creation in the Design, Development and Implementation of Technology-Enhanced Learning Workshop and Systems of Assessments for Computational Thinking Learning Workshop, CC-TEL 2018 and TACKLE 2018 - Leeds, Großbritannien / Vereinigtes Königreich
Dauer: 3 Sep 2018 → …

Fingerprint

Interactive computer systems
Software engineering
Systems analysis

Schlagwörter

    ASJC Scopus subject areas

    • !!Computer Science(all)

    Dies zitieren

    Simulation-based co-creation of algorithms. / Dennerlein, Sebastian; Kowald, Dominik; Pammer-Schindler, Viktoria; Lex, Elisabeth; Ley, Tobias.

    in: CEUR Workshop Proceedings, Jahrgang 2190, 01.01.2018.

    Publikation: Beitrag in einer Fachzeitschrift!!Conference articleForschungBegutachtung

    @article{305766504fc640c3974b129cb2217e20,
    title = "Simulation-based co-creation of algorithms",
    abstract = "Co-Creation methods for interactive computer systems design are now widely accepted as part of the methodological repertoire in any software development process. As the community is becoming more aware of the fact that software is driven by complex, artificially intelligent algorithms, the question arises what “Co-Creation of Algorithms” in the sense of end users explicitly shaping the parameters of algorithms could mean, and how it would work. Algorithms are not tangible like tool features and effects are harder to be explained or understood, especially in early design phases without a software prototype. Therefore, we propose a Simulation-based Co-Creation method that allows TEL researchers to collaboratively design algorithms with end users by creating user stories and personas, modelling assumptions and discussing simulated effects. The method extends the build & evaluate loop of co-design iterations, even when the learning technology for the algorithm is not ready. Our proposal is a methodological idea for discussion in the EC-TEL community, yet to be applied in a practice.",
    keywords = "Algorithms, Co-Design, Personas, Simulation, User Stories",
    author = "Sebastian Dennerlein and Dominik Kowald and Viktoria Pammer-Schindler and Elisabeth Lex and Tobias Ley",
    year = "2018",
    month = "1",
    day = "1",
    language = "English",
    volume = "2190",
    journal = "CEUR Workshop Proceedings",
    issn = "1613-0073",
    publisher = "RWTH Aachen",

    }

    TY - JOUR

    T1 - Simulation-based co-creation of algorithms

    AU - Dennerlein, Sebastian

    AU - Kowald, Dominik

    AU - Pammer-Schindler, Viktoria

    AU - Lex, Elisabeth

    AU - Ley, Tobias

    PY - 2018/1/1

    Y1 - 2018/1/1

    N2 - Co-Creation methods for interactive computer systems design are now widely accepted as part of the methodological repertoire in any software development process. As the community is becoming more aware of the fact that software is driven by complex, artificially intelligent algorithms, the question arises what “Co-Creation of Algorithms” in the sense of end users explicitly shaping the parameters of algorithms could mean, and how it would work. Algorithms are not tangible like tool features and effects are harder to be explained or understood, especially in early design phases without a software prototype. Therefore, we propose a Simulation-based Co-Creation method that allows TEL researchers to collaboratively design algorithms with end users by creating user stories and personas, modelling assumptions and discussing simulated effects. The method extends the build & evaluate loop of co-design iterations, even when the learning technology for the algorithm is not ready. Our proposal is a methodological idea for discussion in the EC-TEL community, yet to be applied in a practice.

    AB - Co-Creation methods for interactive computer systems design are now widely accepted as part of the methodological repertoire in any software development process. As the community is becoming more aware of the fact that software is driven by complex, artificially intelligent algorithms, the question arises what “Co-Creation of Algorithms” in the sense of end users explicitly shaping the parameters of algorithms could mean, and how it would work. Algorithms are not tangible like tool features and effects are harder to be explained or understood, especially in early design phases without a software prototype. Therefore, we propose a Simulation-based Co-Creation method that allows TEL researchers to collaboratively design algorithms with end users by creating user stories and personas, modelling assumptions and discussing simulated effects. The method extends the build & evaluate loop of co-design iterations, even when the learning technology for the algorithm is not ready. Our proposal is a methodological idea for discussion in the EC-TEL community, yet to be applied in a practice.

    KW - Algorithms

    KW - Co-Design

    KW - Personas

    KW - Simulation

    KW - User Stories

    UR - http://www.scopus.com/inward/record.url?scp=85053104364&partnerID=8YFLogxK

    M3 - Conference article

    VL - 2190

    JO - CEUR Workshop Proceedings

    JF - CEUR Workshop Proceedings

    SN - 1613-0073

    ER -