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Agent-Based Modeling for Archaeology

2021-08-02 Social Science
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Release : 2021-08-02
Genre : Social Science
Kind : eBook
Book Rating : 386/5 ( reviews)

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Book Synopsis Agent-Based Modeling for Archaeology by : Iza Romanowska

Download or read book Agent-Based Modeling for Archaeology written by Iza Romanowska. This book was released on 2021-08-02. 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.

Agent-based Modeling and Simulation in Archaeology

2014-11-08 Science
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Release : 2014-11-08
Genre : Science
Kind : eBook
Book Rating : 08X/5 ( reviews)

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Book Synopsis Agent-based Modeling and Simulation in Archaeology by : Gabriel Wurzer

Download or read book Agent-based Modeling and Simulation in Archaeology written by Gabriel Wurzer. This book was released on 2014-11-08. 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.

Simulating Prehistoric and Ancient Worlds

2016-10-20 Computers
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Release : 2016-10-20
Genre : Computers
Kind : eBook
Book Rating : 815/5 ( reviews)

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Book Synopsis Simulating Prehistoric and Ancient Worlds by : Juan A. Barceló

Download or read book Simulating Prehistoric and Ancient Worlds written by Juan A. Barceló. This book was released on 2016-10-20. 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.

Emergence and Collapse of Early Villages

2012-04-10 History
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Release : 2012-04-10
Genre : History
Kind : eBook
Book Rating : 142/5 ( reviews)

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Book Synopsis Emergence and Collapse of Early Villages by : Timothy A. Kohler

Download or read book Emergence and Collapse of Early Villages written by Timothy A. Kohler. This book was released on 2012-04-10. 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.

An Enchantment of Digital Archaeology

2020-07-01 Social Science
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Release : 2020-07-01
Genre : Social Science
Kind : eBook
Book Rating : 719/5 ( reviews)

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Book Synopsis An Enchantment of Digital Archaeology by : Shawn Graham

Download or read book An Enchantment of Digital Archaeology written by Shawn Graham. This book was released on 2020-07-01. 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.

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