书目名称 | Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling |
编辑 | Marieka Brouwer Burg,Hans Peeters,William A. Lovis |
视频video | |
概述 | Addresses the critical yet almost completely under-problematized and under-theorized issue of uncertainty in archaeological modeling, as well as methods for model validation.Includes contributions by |
丛书名称 | Interdisciplinary Contributions to Archaeology |
图书封面 |  |
描述 | .Thisvolume deals with the pressing issue of uncertainty in archaeological modeling.Detecting where and when uncertainty is introduced to the modeling process iscritical, as are strategies for minimizing, reconciling, or accommodating suchuncertainty. Included chapters provide unique perspectives on uncertainty inarchaeological modeling, ranging in both theoretical and methodologicalorientation. The strengths and weaknesses of various identification andmitigation techniques are discussed, in particular sensitivity analysis. Thechapters demonstrate that for archaeological modeling purposes, there is noquick fix for uncertainty; indeed, each archaeological model requires intensiveconsideration of uncertainty and specific applications for calibration andvalidation. As very few such techniques have been problematized in a systematicmanner or published in the archaeological literature, this volume aims toprovide guidance and direction to other modelers in the field by distillingsome basic principles for model testing derived from insight gathered in thecase studies presented. Additionally, model applications and their attendantuncertainties are presented from distinct spatio-temporal co |
出版日期 | Book 2016 |
关键词 | Agent based modeling (ABM); Differential criteria weighting; Empirical data set mining and inductive p |
版次 | 1 |
doi | https://doi.org/10.1007/978-3-319-27833-9 |
isbn_softcover | 978-3-319-80225-1 |
isbn_ebook | 978-3-319-27833-9Series ISSN 1568-2722 Series E-ISSN 2730-6984 |
issn_series | 1568-2722 |
copyright | Springer International Publishing Switzerland 2016 |