Details zur Publikation

Kategorie Textpublikation
Referenztyp Zeitschriften
DOI 10.1016/j.envsoft.2014.01.029
Volltext Autorenversion
Titel (primär) Standardised and transparent model descriptions for agent-based models: current status and prospects
Autor Müller, B. ORCID logo ; Balbi, S.; Buchmann, C.M.; de Sousa, L.; Dressler, G.; Groeneveld, J.; Klassert, C.J.; Le, Q.B.; Millington, J.D.A.; Nolzen, H.; Parker, D.C.; Polhill, J.G.; Schlüter, M.; Schulze, J.; Schwarz, N.; Sun, Z.; Taillandier, P.; Weise, H.
Quelle Environmental Modelling & Software
Erscheinungsjahr 2014
Department OEKON; CLE; OESA
Band/Volume 55
Seite von 156
Seite bis 163
Sprache englisch
Keywords Agent-based modelling; Domain specific languages; Graphical representations; Model communication; Model comparison; Model development; Model design; Model replication; Standardised protocols
UFZ Querschnittsthemen RU6
Abstract Agent-based models are helpful to investigate complex dynamics in coupled human–natural systems. However, model assessment, model comparison and replication are hampered to a large extent by a lack of transparency and comprehensibility in model descriptions. In this article we address the question of whether an ideal standard for describing models exists. We first suggest a classification for structuring types of model descriptions. Secondly, we differentiate purposes for which model descriptions are important. Thirdly, we review the types of model descriptions and evaluate each on their utility for the purposes. Our evaluation finds that the choice of the appropriate model description type is purpose-dependent and that no single description type alone can fulfil all requirements simultaneously. However, we suggest a minimum standard of model description for good modelling practice, namely the provision of source code and an accessible natural language description, and argue for the development of a common standard.
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Müller, B., Balbi, S., Buchmann, C.M., de Sousa, L., Dressler, G., Groeneveld, J., Klassert, C.J., Le, Q.B., Millington, J.D.A., Nolzen, H., Parker, D.C., Polhill, J.G., Schlüter, M., Schulze, J., Schwarz, N., Sun, Z., Taillandier, P., Weise, H. (2014):
Standardised and transparent model descriptions for agent-based models: current status and prospects
Environ. Modell. Softw. 55 , 156 - 163 10.1016/j.envsoft.2014.01.029