Agent Based Modeling For Archaeology

Author : Iza Romanowska
Publisher : SFI Press
ISBN 13 : 1947864386
Total Pages : 442 pages
Book Rating : 4.82/5 ( download)

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Download or read book Agent-Based Modeling for Archaeology written by Iza Romanowska and published by SFI Press. This book was released on 2021-08-02 with total page 442 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Gabriel Wurzer
Publisher : Springer
ISBN 13 : 331900008X
Total Pages : 276 pages
Book Rating : 4.84/5 ( download)

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Download or read book Agent-based Modeling and Simulation in Archaeology written by Gabriel Wurzer and published by Springer. This book was released on 2014-11-08 with total page 276 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Timothy A. Kohler
Publisher : Oxford University Press, USA
ISBN 13 : 0195131681
Total Pages : 413 pages
Book Rating : 4.80/5 ( download)

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Download or read book Dynamics in Human and Primate Societies written by Timothy A. Kohler and published by Oxford University Press, USA. This book was released on 2000 with total page 413 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.".

Author : Juan A. Barceló
Publisher : Springer
ISBN 13 : 3319314815
Total Pages : 404 pages
Book Rating : 4.15/5 ( download)

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Download or read book Simulating Prehistoric and Ancient Worlds written by Juan A. Barceló and published by Springer. This book was released on 2016-10-20 with total page 404 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book presents a unique selection of fully reviewed, extended papers originally presented at the Social Simulation Conference 2014 in Barcelona, Spain. Only papers on the simulation of historical processes have been selected, the aim being to present theories and methods of computer simulation that can be relevant to understanding the past. Applications range from the Paleolithic and the origins of social life up to the Roman Empire and Early Modern societies. Case studies from Europe, America, Africa and Asia have been selected for publication. The extensive introduction offers a thorough review of the computer simulation of social dynamics in past societies as a means of understanding human history. This book will be of great interest to researchers in the social sciences, archaeology, evolutionary anthropology, and social history.

Author : Hans Barnard
Publisher : Cotsen Institute of Archaeology Press
ISBN 13 : 1938770382
Total Pages : 617 pages
Book Rating : 4.88/5 ( download)

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Download or read book The Archaeology of Mobility written by Hans Barnard and published by Cotsen Institute of Archaeology Press. This book was released on 2008-12-31 with total page 617 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Stefani Crabtree
Publisher : Santa Fe Institute Press
ISBN 13 : 9781947864252
Total Pages : pages
Book Rating : 4.54/5 ( download)

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Download or read book Agent-Based Modeling for Archaeologists written by Stefani Crabtree and published by Santa Fe Institute Press. This book was released on 2020-07 with total page pages. Available in PDF, EPUB and Kindle. Book excerpt:

Author : Shawn Graham
Publisher : Berghahn Books
ISBN 13 : 9781789208719
Total Pages : 204 pages
Book Rating : 4.18/5 ( download)

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Download or read book An Enchantment of Digital Archaeology written by Shawn Graham and published by Berghahn Books. This book was released on 2020-07-01 with total page 204 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Author : Timothy A. Kohler
Publisher : Univ of California Press
ISBN 13 : 0520270142
Total Pages : 360 pages
Book Rating : 4.45/5 ( download)

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Download or read book Emergence and Collapse of Early Villages written by Timothy A. Kohler and published by Univ of California Press. This book was released on 2012-04-10 with total page 360 pages. Available in PDF, EPUB and Kindle. Book excerpt: Comparing simulations from agent-based models with the precisely dated archaeological record from this area, this text will interest archaeologists working in the Southwest and in Neolithic studies as well as anyone applying modeling techniques to understanding how human societies shapes, and are shaped by the environment.

Author : Bernard Frischer
Publisher : BAR International Series
ISBN 13 :
Total Pages : 210 pages
Book Rating : 4.98/5 ( download)

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Download or read book Beyond Illustration written by Bernard Frischer and published by BAR International Series. This book was released on 2008 with total page 210 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume contains thirteen papers which demonstrate the usefulness of 2D and 3D digital modelling in archaeology, which as the title states goes well beyond simply producing illustrative site maps, but can be used as a creative form of experimental archaeology.

Author : Andrew Crooks
Publisher : SAGE Publications Limited
ISBN 13 : 9781473958654
Total Pages : 0 pages
Book Rating : 4.52/5 ( download)

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Download or read book Agent-Based Modelling and Geographical Information Systems written by Andrew Crooks and published by SAGE Publications Limited. This book was released on 2019-01-16 with total page 0 pages. Available in PDF, EPUB and Kindle. Book excerpt: This is the era of Big Data and computational social science. It is an era that requires tools which can do more than visualise data but also model the complex relation between data and human action, and interaction. Agent-Based Models (ABM) - computational models which simulate human action and interaction – do just that. This textbook explains how to design and build ABM and how to link the models to Geographical Information Systems. It guides you from the basics through to constructing more complex models which work with data and human behaviour in a spatial context. All of the fundamental concepts are explained and related to practical examples to facilitate learning (with models developed in NetLogo with all code examples available on the accompanying website). You will be able to use these models to develop your own applications and link, where appropriate, to Geographical Information Systems. All of the key ideas and methods are explained in detail: geographical modelling; an introduction to ABM; the fundamentals of Geographical Information Science; why ABM and GIS; using QGIS; designing and building an ABM; calibration and validation; modelling human behavior. An applied primer, that provides fundamental knowledge and practical skills, it will provide you with the skills to build and run your own models, and to begin your own research projects.