Agent Based Modeling For Archaeology
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Agent Based Modeling For Archaeology
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Author : Iza Romanowska
language : en
Publisher: SFI Press
Release Date : 2021-08-02
Agent Based Modeling For Archaeology written by Iza Romanowska and has been published by SFI Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2021-08-02 with Social Science categories.
To fully understand not only the past, but also the trajectories, of human societies, we need a more dynamic view of human social systems. Agent-based modeling (ABM), which can create fine-scale models of behavior over time and space, may reveal important, general patterns of human activity. Agent-Based Modeling for Archaeology is the first ABM textbook designed for researchers studying the human past. Appropriate for scholars from archaeology, the digital humanities, and other social sciences, this book offers novices and more experienced ABM researchers a modular approach to learning ABM and using it effectively. Readers will find the necessary background, discussion of modeling techniques and traps, references, and algorithms to use ABM in their own work. They will also find engaging examples of how other scholars have applied ABM, ranging from the study of the intercontinental migration pathways of early hominins, to the weather–crop–population cycles of the American Southwest, to the trade networks of Ancient Rome. This textbook provides the foundations needed to simulate the complexity of past human societies, offering researchers a richer understanding of the past—and likely future—of our species.
Agent Based Modeling And Simulation In Archaeology
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Author : Gabriel Wurzer
language : en
Publisher: Springer
Release Date : 2014-11-08
Agent Based Modeling And Simulation In Archaeology written by Gabriel Wurzer and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2014-11-08 with Science categories.
Archaeology has been historically reluctant to embrace the subject of agent-based simulation, since it was seen as being used to "re-enact" and "visualize" possible scenarios for a wider (generally non-scientific) audience, based on scarce and fuzzy data. Furthermore, modeling "in exact terms" and programming as a means for producing agent-based simulations were simply beyond the field of the social sciences. This situation has changed quite drastically with the advent of the internet age: Data, it seems, is now ubiquitous. Researchers have switched from simply collecting data to filtering, selecting and deriving insights in a cybernetic manner. Agent-based simulation is one of the tools used to glean information from highly complex excavation sites according to formalized models, capturing essential properties in a highly abstract and yet spatial manner. As such, the goal of this book is to present an overview of techniques used and work conducted in that field, drawing on the experience of practitioners.
Agent Based Modeling For Archaeologists
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Author : Stefani Crabtree
language : en
Publisher: Santa Fe Institute Press
Release Date : 2020-07
Agent Based Modeling For Archaeologists written by Stefani Crabtree and has been published by Santa Fe Institute Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07 with categories.
Dynamics In Human And Primate Societies
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Author : Timothy A. Kohler
language : en
Publisher: Oxford University Press, USA
Release Date : 2000
Dynamics In Human And Primate Societies written by Timothy A. Kohler and has been published by Oxford University Press, USA this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000 with Computers categories.
With an emphasis on small-scale societies in an effort to maximize realism in the modeling efforts applied to social evolution, this volume is an important step toward an actor-oriented, cross-disciplinary approach to understanding human behavior over time.".
Agent Based Modelling And Geographical Information Systems
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Author : Andrew Crooks
language : en
Publisher: SAGE
Release Date : 2018-12-13
Agent Based Modelling And Geographical Information Systems written by Andrew Crooks and has been published by SAGE this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-12-13 with Reference categories.
This textbook explains how to design and build Agent Based Models and how to link them to Geographical Information Systems.
An Enchantment Of Digital Archaeology
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Author : Shawn Graham
language : en
Publisher: Berghahn Books
Release Date : 2020-07-01
An Enchantment Of Digital Archaeology written by Shawn Graham and has been published by Berghahn Books this book supported file pdf, txt, epub, kindle and other format this book has been release on 2020-07-01 with Social Science categories.
The use of computation in archaeology is a kind of magic, a way of heightening the archaeological imagination. Agent-based modelling allows archaeologists to test the ‘just-so’ stories they tell about the past. It requires a formalization of the story so that it can be represented as a simulation; researchers are then able to explore the unintended consequences or emergent outcomes of stories about the past. Agent-based models are one end of a spectrum that, at the opposite side, ends with video games. This volume explores this spectrum in the context of Roman archaeology, addressing the strengths, weaknesses, and opportunities of a formalized approach to computation and archaeogaming.
Agent Based Modelling And Landscape Change
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Author : James D. A. Millington
language : en
Publisher: MDPI
Release Date : 2018-09-27
Agent Based Modelling And Landscape Change written by James D. A. Millington and has been published by MDPI this book supported file pdf, txt, epub, kindle and other format this book has been release on 2018-09-27 with Electronic book categories.
This book is a printed edition of the Special Issue "Agent-Based Modelling and Landscape Change" that was published in Land
Uncertainty And Sensitivity Analysis In Archaeological Computational Modeling
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Author : Marieka Brouwer Burg
language : en
Publisher: Springer
Release Date : 2016-05-18
Uncertainty And Sensitivity Analysis In Archaeological Computational Modeling written by Marieka Brouwer Burg and has been published by Springer this book supported file pdf, txt, epub, kindle and other format this book has been release on 2016-05-18 with Social Science categories.
This volume deals with the pressing issue of uncertainty in archaeological modeling. Detecting where and when uncertainty is introduced to the modeling process is critical, as are strategies for minimizing, reconciling, or accommodating such uncertainty. Included chapters provide unique perspectives on uncertainty in archaeological modeling, ranging in both theoretical and methodological orientation. The strengths and weaknesses of various identification and mitigation techniques are discussed, in particular sensitivity analysis. The chapters demonstrate that for archaeological modeling purposes, there is no quick fix for uncertainty; indeed, each archaeological model requires intensive consideration of uncertainty and specific applications for calibration and validation. As very few such techniques have been problematized in a systematic manner or published in the archaeological literature, this volume aims to provide guidance and direction to other modelers in the field by distilling some basic principles for model testing derived from insight gathered in the case studies presented. Additionally, model applications and their attendant uncertainties are presented from distinct spatio-temporal contexts and will appeal to a broad range of archaeological modelers. This volume will also be of interest to non-modeling archaeologists, as consideration of uncertainty when interpreting the archaeological record is also a vital concern for the development of non-formal (or implicit) models of human behavior in the past.
The Archaeology Of Mobility
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Author : Hans Barnard
language : en
Publisher: Cotsen Institute of Archaeology Press
Release Date : 2008-12-31
The Archaeology Of Mobility written by Hans Barnard and has been published by Cotsen Institute of Archaeology Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2008-12-31 with Social Science categories.
There have been edited books on the archaeology of nomadism in various regions, and there have been individual archaeological and anthropological monographs, but nothing with the kind of coverage provided in this volume. Its strength and importance lies in the fact that it brings together a worldwide collection of studies of the archaeology of mobility. This book provides a ready-made reference to this worldwide phenomenon and is unique in that it tries to redefine pastoralism within a larger context by the term mobility. It presents many new ideas and thoughtful approaches, especially in the Central Asian region.
Dynamics In Human And Primate Societies
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Author : Timothy A. Kohler
language : en
Publisher: Oxford University Press
Release Date : 2000-02-10
Dynamics In Human And Primate Societies written by Timothy A. Kohler and has been published by Oxford University Press this book supported file pdf, txt, epub, kindle and other format this book has been release on 2000-02-10 with Social Science categories.
As part of the SFI series, this book presents the most up-to-date research in the study of human and primate societies, presenting recent advances in software and algorithms for modeling societies. It also addresses case studies that have applied agent-based modeling approaches in archaeology, cultural anthropology, primatology, and sociology. Many things set this book apart from any other on modeling in the social sciences, including the emphasis on small-scale societies and the attempts to maximize realism in the modeling efforts applied to social problems and questions. It is an ideal book for professionals in archaeology or cultural anthropology as well as a valuable tool for those studying primatology or computer science.