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Big Data and Archaeology

Big Data and Archaeology
Author: François Djindjian
Publisher: Archaeopress Publishing Ltd
Total Pages: 106
Release: 2021-08-05
Genre: Social Science
ISBN: 1789697220

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The advent of Big Data is a recent and debated issue in Digital Archaeology. Papers consider the historiographic context and current developments, as well as comprehensive examples of a multidisciplinary and integrative approach to the recording, management and exploitation of excavation data and documents produced over a long period of research.


The Paleoanthropology and Archaeology of Big-Game Hunting

The Paleoanthropology and Archaeology of Big-Game Hunting
Author: John D. Speth
Publisher: Springer Science & Business Media
Total Pages: 259
Release: 2010-09-08
Genre: Social Science
ISBN: 1441967338

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Since its inception, paleoanthropology has been closely wedded to the idea that big-game hunting by our hominin ancestors arose, first and foremost, as a means for acquiring energy and vital nutrients. This assumption has rarely been questioned, and seems intuitively obvious—meat is a nutrient-rich food with the ideal array of amino acids, and big animals provide meat in large, convenient packages. Through new research, the author of this volume provides a strong argument that the primary goals of big-game hunting were actually social and political—increasing hunter’s prestige and standing—and that the nutritional component was just an added bonus. Through a comprehensive, interdisciplinary research approach, the author examines the historical and current perceptions of protein as an important nutrient source, the biological impact of a high-protein diet and the evidence of this in the archaeological record, and provides a compelling reexamination of this long-held conclusion. This volume will be of interest to researchers in Archaeology, Evolutionary Biology, and Paleoanthropology, particularly those studying diet and nutrition.


Digging into Software Knowledge Generation in Cultural Heritage

Digging into Software Knowledge Generation in Cultural Heritage
Author: Patricia Martin-Rodilla
Publisher: Springer
Total Pages: 328
Release: 2017-10-14
Genre: Computers
ISBN: 3319691880

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This book focuses on innovative strategies to manage and build software systems for generating new knowledge from large archaeological data sets The book also reports on two case studies carried out in real-world scenarios within the Cultural Heritage setting. The book presents an original conceptual framework for developing software solutions to assist the knowledge generation process in connection with large archaeological data sets and related cultural heritage information— a context in which the inputs are mainly textual sources written in freestyle, i.e. without a predetermined, standard structure. Following an in-depth exploration of recent works on the knowledge generation process in the above-mentioned context and IT-based options for facilitating it, the book proposes specific new techniques capable of capturing the structure and semantics implicit in such textual sources, and argues for using this information in the knowledge generation process. The main result is the development of a conceptual framework that can accommodate textual sources and integrate the information included in them into a software engineering framework. The said framework is meant to assist cultural heritage professionals in general, and archaeologists in particular, in both knowledge extraction and the subsequent decision-making process.


Digital Innovations in European Archaeology

Digital Innovations in European Archaeology
Author: Kevin Garstki
Publisher: Cambridge University Press
Total Pages: 148
Release: 2020-12-10
Genre: Social Science
ISBN: 1108899315

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European archaeologists in the last two decades have worked to integrate a wide range of emerging digital tools to enhance the recording, analysis, and dissemination of archaeological data. These techniques have expanded and altered the data collected by archaeologists as well as their interpretations. At the same time archaeologists have expanded the capabilities of using these data on a large scale, across platforms, regions, and time periods, utilising new and existing digital research infrastructures to enhance the scale of data used for archaeological interpretations. This Element discusses some of the most recent, innovative uses of these techniques in European archaeology at different stages of archaeological work. In addition to providing an overview of some of these techniques, it critically assesses these approaches and outlines the recent challenges to the discipline posed by self-reflexive use of these tools and advocacy for their open use in cultural heritage preservation and public engagement.


Archaeological Spatial Analysis

Archaeological Spatial Analysis
Author: Mark Gillings
Publisher: Routledge
Total Pages: 484
Release: 2020-01-16
Genre: Social Science
ISBN: 1351243845

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Effective spatial analysis is an essential element of archaeological research; this book is a unique guide to choosing the appropriate technique, applying it correctly and understanding its implications both theoretically and practically. Focusing upon the key techniques used in archaeological spatial analysis, this book provides the authoritative, yet accessible, methodological guide to the subject which has thus far been missing from the corpus. Each chapter tackles a specific technique or application area and follows a clear and coherent structure. First is a richly referenced introduction to the particular technique, followed by a detailed description of the methodology, then an archaeological case study to illustrate the application of the technique, and conclusions that point to the implications and potential of the technique within archaeology. The book is designed to function as the main textbook for archaeological spatial analysis courses at undergraduate and post-graduate level, while its user-friendly structure makes it also suitable for self-learning by archaeology students as well as researchers and professionals.


An Enchantment of Digital Archaeology

An Enchantment of Digital Archaeology
Author: Shawn Graham
Publisher: Berghahn Books
Total Pages: 204
Release: 2020-07-01
Genre: Social Science
ISBN: 9781789208719

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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.


Archaeology from Space

Archaeology from Space
Author: Sarah Parcak
Publisher: Macmillan + ORM
Total Pages: 231
Release: 2019-07-09
Genre: Social Science
ISBN: 1250198291

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Winner of Archaeological Institute of America's Felicia A. Holton Book Award • Winner of the Phi Beta Kappa Prize for Science • An Amazon Best Science Book of 2019 • A Science Friday Best Science Book of 2019 • A Kirkus Reviews Best Nonfiction Book of 2019 • A Science News Best Book of 2019 • Nature's Top Ten Books of 2019 "A crash course in the amazing new science of space archaeology that only Sarah Parcak can give. This book will awaken the explorer in all of us." ?Chris Anderson, Head of TED National Geographic Explorer and TED Prize-winner Dr. Sarah Parcak gives readers a personal tour of the evolution, major discoveries, and future potential of the young field of satellite archaeology. From surprise advancements after the declassification of spy photography, to a new map of the mythical Egyptian city of Tanis, she shares her field’s biggest discoveries, revealing why space archaeology is not only exciting, but urgently essential to the preservation of the world’s ancient treasures. Parcak has worked in twelve countries and four continents, using multispectral and high-resolution satellite imagery to identify thousands of previously unknown settlements, roads, fortresses, palaces, tombs, and even potential pyramids. From there, her stories take us back in time and across borders, into the day-to-day lives of ancient humans whose traits and genes we share. And she shows us that if we heed the lessons of the past, we can shape a vibrant future. Includes Illustrations


Digital Heritage and Archaeology in Practice

Digital Heritage and Archaeology in Practice
Author: Ethan Watrall
Publisher: University Press of Florida
Total Pages: 312
Release: 2022-06-28
Genre: Social Science
ISBN: 081307228X

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Exploring the use of digital methods in heritage studies and archaeological research The two volumes of Digital Heritage and Archaeology in Practice bring together archaeologists and heritage professionals from private, public, and academic sectors to discuss practical applications of digital and computational approaches to the field. Contributors thoughtfully explore the diverse and exciting ways in which digital methods are being deployed in archaeological interpretation and analysis, museum collections and archives, and community engagement, as well as the unique challenges that these approaches bring. In this volume, essays address methods for preparing and analyzing archaeological data, focusing on preregistration of research design and 3D digital topography. Next, contributors use specific case studies to discuss data structuring, with an emphasis on creating and maintaining large data sets and working with legacy data. Finally, the volume offers insights into ethics and professionalism, including topics such as access to data, transparency and openness, scientific reproducibility, open-access heritage resources, Indigenous sovereignty, structural racial inequalities, and machine learning. Digital Heritage and Archaeology in Practice highlights the importance of community, generosity, and openness in the use of digital tools and technologies. Providing a purposeful counterweight to the idea that digital archaeology requires expensive infrastructure, proprietary software, complicated processes, and opaque workflows, these volumes privilege perspectives that embrace straightforward and transparent approaches as models for the future. Contributors: Lynne Goldstein | Ethan Watrall | Brian Ballsun-Stanton | Rachel Opitz | Sebastian Heath | Jolene Smith | Philip I Buckland | Adela Sobotkova | Petra Hermankova | Theresa Huntsman | Heather Richards-Rissetto | Ben Marwick | Li-Ying Wang | Carrie Heitman | Neha Gupta | Ramona Nicholas | Susan Blair | Jeremy Huggett


Thick Big Data

Thick Big Data
Author: Dariusz Jemielniak
Publisher: Oxford University Press, USA
Total Pages: 208
Release: 2020-02-20
Genre: Business & Economics
ISBN: 0198839707

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The social sciences are becoming datafied. The questions once considered the domain of sociologists are now answered by data scientists operating on large datasets and breaking with methodological tradition, for better or worse. The traditional social sciences, such as sociology or anthropology, are under the double threat of becoming marginalized or even irrelevant, both from new methods of research which require more computational skills and from increasing competition from the corporate world which gains an additional advantage based on data access. However, unlike data scientists, sociologists and anthropologists have a long history of doing qualitative research. The more quantified datasets we have, the more difficult it is to interpret them without adding layers of qualitative interpretation. Big Data therefore needs Thick Data. This book presents the available arsenal of new methods and tools for studying society both quantitatively and qualitatively, opening ground for the social sciences to take the lead in analysing digital behaviour. It shows that Big Data can and should be supplemented and interpreted through thick data as well as cultural analysis. Thick Big Data is critically important for students and researchers in the social sciences to understand the possibilities of digital analysis, both in the quantitative and qualitative area, and to successfully build mixed-methods approaches.