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An iterative process to construct an interdisciplinary ABM using MR POTATOHEAD: An application to Housing Market Models in touristic areas
Ecological Complexity ( IF 3.5 ) Pub Date : 2020-12-01 , DOI: 10.1016/j.ecocom.2020.100882
Eric Innocenti , Claudio Detotto , Corinne Idda , Dawn Cassandra Parker , Dominique Prunetti

Abstract This work demonstrates an interdisciplinary modeling process between economists and computer scientists to formulate an Agent-Based Model of Land Use and Cover Change (ABM/LUCC). The MR POTATOHEAD (Model Representing Potential Objects That Appear in The Ontology of Human - Environmental Actions & Decisions) generic modeling methodology for ABM/LUCC process building is used to construct the interdisciplinary ABM. In our paper, this methodology is applied to an ABM/LUCC describing a collection of tourist areas that have faced an intense development leading to huge pressure on land prices as well as to land-use conflicts (local residential market, tourist rental investments, agricultural production). The process moves from the conceptual template description, to conceptual model, to its computer model counterpart. The NetLogo Design Pattern is used to efficiently integrate the spatial aspects of the ABM. The paper highlights benefits offered by this software technique of engineering to design modular, extensible and scalable ABM/LUCC computer models. We present preliminary work aiming to better model the dynamical complex system of ABM/LUCC. Preliminary results show that the MR POTATOHEAD modeling process facilitates both interdisciplinary dialogs and computer model formulation. This conceptual template approach facilitates interdisciplinary communication and interaction between economists and computer scientists.

中文翻译:

使用 MR POTATOHEAD 构建跨学科 ABM 的迭代过程:在旅游区住房市场模型中的应用

摘要 这项工作展示了经济学家和计算机科学家之间的跨学科建模过程,以制定基于代理的土地利用和覆盖变化模型 (ABM/LUCC)。MR POTATOHEAD(代表出现在人类-环境行动与决策本体论中的潜在对象的模型)通用建模方法用于 ABM/LUCC 过程构建,用于构建跨学科 ABM。在我们的论文中,这种方法被应用于 ABM/LUCC 描述了一系列旅游区,这些旅游区面临着巨大的开发压力,导致土地价格的巨大压力以及土地使用冲突(当地住宅市场、旅游租赁投资、农业生产)。该过程从概念模板描述移动到概念模型,再到其计算机模型对应物。NetLogo 设计模式用于有效地集成 ABM 的空间方面。本文重点介绍了这种工程软件技术在设计模块化、可扩展和可扩展 ABM/LUCC 计算机模型方面的优势。我们提出的初步工作旨在更好地模拟 ABM/LUCC 的动态复杂系统。初步结果表明,MR POTATOHEAD 建模过程有助于跨学科对话和计算机模型制定。这种概念模板方法促进了经济学家和计算机科学家之间的跨学科交流和互动。我们提出的初步工作旨在更好地模拟 ABM/LUCC 的动态复杂系统。初步结果表明,MR POTATOHEAD 建模过程有助于跨学科对话和计算机模型制定。这种概念模板方法促进了经济学家和计算机科学家之间的跨学科交流和互动。我们提出的初步工作旨在更好地模拟 ABM/LUCC 的动态复杂系统。初步结果表明,MR POTATOHEAD 建模过程有助于跨学科对话和计算机模型制定。这种概念模板方法促进了经济学家和计算机科学家之间的跨学科交流和互动。
更新日期:2020-12-01
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