Modular ABM development for improved dissemination and training

Andrew Bell, Derek T. Robinson, Ammar Malik, Snigdha Dewal

    Research output: Contribution to journalArticle

    Abstract

    Agent-based models (ABMs) have become an important tool for advancing scientific understanding in a variety of disciplines and more specifically have contributed gains to natural resource management in recent decades. However, a key challenge to their utility is the lack of convergence upon a common set of assumptions for representing key processes (such as agent decision structure), with the outcome that published ABM tools are rarely (if ever) used beyond their original development team. While a number of ABM frameworks are publicly available for use, the continued development of models from scratch is a signal of the continuing difficulty in capturing sufficient modeling flexibility in a single package. In this study we examine ABM sharing by comparing co-citation networks from several well-known ABM frameworks to those used in the land-use change modeling community. We then outline a different publication paradigm for the ABM community that could improve the sharing of model structure and help move toward convergence on a common set of tools and assumptions.

    Original languageEnglish (US)
    Pages (from-to)189-200
    Number of pages12
    JournalEnvironmental Modelling and Software
    Volume73
    DOIs
    StatePublished - Nov 1 2015

    Fingerprint

    Natural resources management
    Model structures
    development model
    Land use
    modeling
    land use change
    resource management
    natural resource
    decision

    Keywords

    • Agent-based modeling
    • Agent-based modeling primitives
    • Co-authorship networks
    • Model publishing

    ASJC Scopus subject areas

    • Ecological Modeling
    • Environmental Engineering
    • Software

    Cite this

    Modular ABM development for improved dissemination and training. / Bell, Andrew; Robinson, Derek T.; Malik, Ammar; Dewal, Snigdha.

    In: Environmental Modelling and Software, Vol. 73, 01.11.2015, p. 189-200.

    Research output: Contribution to journalArticle

    Bell, Andrew ; Robinson, Derek T. ; Malik, Ammar ; Dewal, Snigdha. / Modular ABM development for improved dissemination and training. In: Environmental Modelling and Software. 2015 ; Vol. 73. pp. 189-200.
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