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Computational Approaches to the Study of Movement in Archaeology

Author: Silvia Polla

Publisher: Walter de Gruyter GmbH & Co KG

Published: 2014-07-28

Total Pages: 166

ISBN-13: 3110377136

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This book contains a collection of papers discussing questions related to space and movement in the framework of computational archaeology, landscape archaeology, historical geography and archaeological theory. The contributions, written by recognized experts in the field, show how the study of settlements pattern and movement has been dramatically transformed by the use of technology like Geographic Information System (GIS). The papers focus on the ways to approach past movement using GIS in archaeological landscape studies: theoretical, technical and interpretative issues are addressed and explored. They provide the state of the art in theory and methodology and show, by using case studies, the potential of the developed approaches for the understanding of factors and effects of landscape formation and transformation in the long term.

Book Synopsis Computational Approaches to the Study of Movement in Archaeology by : Silvia Polla

Download or read book Computational Approaches to the Study of Movement in Archaeology written by Silvia Polla and published by Walter de Gruyter GmbH & Co KG. This book was released on 2014-07-28 with total page 166 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book contains a collection of papers discussing questions related to space and movement in the framework of computational archaeology, landscape archaeology, historical geography and archaeological theory. The contributions, written by recognized experts in the field, show how the study of settlements pattern and movement has been dramatically transformed by the use of technology like Geographic Information System (GIS). The papers focus on the ways to approach past movement using GIS in archaeological landscape studies: theoretical, technical and interpretative issues are addressed and explored. They provide the state of the art in theory and methodology and show, by using case studies, the potential of the developed approaches for the understanding of factors and effects of landscape formation and transformation in the long term.

Computational Approaches to Archaeological Spaces

Author: Andrew Bevan

Publisher: Routledge

Published: 2016-06-16

Total Pages: 385

ISBN-13: 1315431912

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This volume of original chapters written by experts in the field offers a snapshot of how historical built spaces, past cultural landscapes, and archaeological distributions are currently being explored through computational social science. It focuses on the continuing importance of spatial and spatio-temporal pattern recognition in the archaeological record, considers more wholly model-based approaches that fix ideas and build theory, and addresses those applications where situated human experience and perception are a core interest. Reflecting the changes in computational technology over the past decade, the authors bring in examples from historic and prehistoric sites in Europe, Asia, and the Americas to demonstrate the variety of applications available to the contemporary researcher.

Book Synopsis Computational Approaches to Archaeological Spaces by : Andrew Bevan

Download or read book Computational Approaches to Archaeological Spaces written by Andrew Bevan and published by Routledge. This book was released on 2016-06-16 with total page 385 pages. Available in PDF, EPUB and Kindle. Book excerpt: This volume of original chapters written by experts in the field offers a snapshot of how historical built spaces, past cultural landscapes, and archaeological distributions are currently being explored through computational social science. It focuses on the continuing importance of spatial and spatio-temporal pattern recognition in the archaeological record, considers more wholly model-based approaches that fix ideas and build theory, and addresses those applications where situated human experience and perception are a core interest. Reflecting the changes in computational technology over the past decade, the authors bring in examples from historic and prehistoric sites in Europe, Asia, and the Americas to demonstrate the variety of applications available to the contemporary researcher.

Computational and Machine Learning Tools for Archaeological Site Modeling

Author: Maria Elena Castiello

Publisher: Springer Nature

Published: 2022-01-24

Total Pages: 304

ISBN-13: 3030885674

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This book describes a novel machine-learning based approach to answer some traditional archaeological problems, relating to archaeological site detection and site locational preferences. Institutional data collected from six Swiss regions (Zurich, Aargau, Grisons, Vaud, Geneva and Fribourg) have been analyzed with an original conceptual framework based on the Random Forest algorithm. It is shown how the algorithm can assist in the modelling process in connection with heterogeneous, incomplete archaeological datasets and related cultural heritage information. Moreover, an in-depth review of past and more recent works of quantitative methods for archaeological predictive modelling is provided. The book guides the readers to set up their own protocol for: i) dealing with uncertain data, ii) predicting archaeological site location, iii) establishing environmental features importance, iv) and suggest a model validation procedure. It addresses both academics and professionals in archaeology and cultural heritage management, and offers a source of inspiration for future research directions in the field of digital humanities and computational archaeology.

Book Synopsis Computational and Machine Learning Tools for Archaeological Site Modeling by : Maria Elena Castiello

Download or read book Computational and Machine Learning Tools for Archaeological Site Modeling written by Maria Elena Castiello and published by Springer Nature. This book was released on 2022-01-24 with total page 304 pages. Available in PDF, EPUB and Kindle. Book excerpt: This book describes a novel machine-learning based approach to answer some traditional archaeological problems, relating to archaeological site detection and site locational preferences. Institutional data collected from six Swiss regions (Zurich, Aargau, Grisons, Vaud, Geneva and Fribourg) have been analyzed with an original conceptual framework based on the Random Forest algorithm. It is shown how the algorithm can assist in the modelling process in connection with heterogeneous, incomplete archaeological datasets and related cultural heritage information. Moreover, an in-depth review of past and more recent works of quantitative methods for archaeological predictive modelling is provided. The book guides the readers to set up their own protocol for: i) dealing with uncertain data, ii) predicting archaeological site location, iii) establishing environmental features importance, iv) and suggest a model validation procedure. It addresses both academics and professionals in archaeology and cultural heritage management, and offers a source of inspiration for future research directions in the field of digital humanities and computational archaeology.

E-Learning Methodologies and Computer Applications in Archaeology

Author: Politis, Dionysios

Publisher: IGI Global

Published: 2008-04-30

Total Pages: 490

ISBN-13: 1599047616

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Tools of data comparison and analysis are critical in the field of archaeology, and the integration of technological advancements such as geographic information systems, intelligent systems, and virtual reality reconstructions with the teaching of archaeology is crucial to the effective utilization of resources in the field. E-Learning Methodologies and Computer Applications in Archaeology presents innovative instructional approaches for archaeological e-learning based on networked technologies, providing researchers, scholars, and professionals a comprehensive global perspective on the resources, development, application, and implications of information communication technology in multimedia-based educational products and services in archaeology.

Book Synopsis E-Learning Methodologies and Computer Applications in Archaeology by : Politis, Dionysios

Download or read book E-Learning Methodologies and Computer Applications in Archaeology written by Politis, Dionysios and published by IGI Global. This book was released on 2008-04-30 with total page 490 pages. Available in PDF, EPUB and Kindle. Book excerpt: Tools of data comparison and analysis are critical in the field of archaeology, and the integration of technological advancements such as geographic information systems, intelligent systems, and virtual reality reconstructions with the teaching of archaeology is crucial to the effective utilization of resources in the field. E-Learning Methodologies and Computer Applications in Archaeology presents innovative instructional approaches for archaeological e-learning based on networked technologies, providing researchers, scholars, and professionals a comprehensive global perspective on the resources, development, application, and implications of information communication technology in multimedia-based educational products and services in archaeology.

Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling

Author: Marieka Brouwer Burg

Publisher: Springer

Published: 2016-05-18

Total Pages: 189

ISBN-13: 3319278339

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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.

Book Synopsis Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling by : Marieka Brouwer Burg

Download or read book Uncertainty and Sensitivity Analysis in Archaeological Computational Modeling written by Marieka Brouwer Burg and published by Springer. This book was released on 2016-05-18 with total page 189 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.

Computational Intelligence in Archaeology

Author: Barcelo, Juan A.

Publisher: IGI Global

Published: 2008-07-31

Total Pages: 436

ISBN-13: 1599044919

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Provides analytical theories offered by innovative artificial intelligence computing methods in the archaeological domain.

Book Synopsis Computational Intelligence in Archaeology by : Barcelo, Juan A.

Download or read book Computational Intelligence in Archaeology written by Barcelo, Juan A. and published by IGI Global. This book was released on 2008-07-31 with total page 436 pages. Available in PDF, EPUB and Kindle. Book excerpt: Provides analytical theories offered by innovative artificial intelligence computing methods in the archaeological domain.

Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology

Author: Papaodysseus, Constantin

Publisher: IGI Global

Published: 2011-10-31

Total Pages: 330

ISBN-13: 1609607872

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Computer science—especially pattern recognition, signal processing and mathematical algorithms—can offer important information about archaeological finds, information that is otherwise undetectable by the human senses and traditional archaeological approaches. Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology offers state of the art research in computational pattern recognition and digital archaeometry. Computer science researchers in pattern recognition and machine intelligence will find innovative research methodologies combined to create novel and efficient computational systems, offering robust, exact, and reliable performance and results. Archaeologists, conservators, and historians will discover reliable automated methods for quickly reconstructing archaeological materials and benefit from the application of non-destructive, automated processing of archaeological finds.

Book Synopsis Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology by : Papaodysseus, Constantin

Download or read book Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology written by Papaodysseus, Constantin and published by IGI Global. This book was released on 2011-10-31 with total page 330 pages. Available in PDF, EPUB and Kindle. Book excerpt: Computer science—especially pattern recognition, signal processing and mathematical algorithms—can offer important information about archaeological finds, information that is otherwise undetectable by the human senses and traditional archaeological approaches. Pattern Recognition and Signal Processing in Archaeometry: Mathematical and Computational Solutions for Archaeology offers state of the art research in computational pattern recognition and digital archaeometry. Computer science researchers in pattern recognition and machine intelligence will find innovative research methodologies combined to create novel and efficient computational systems, offering robust, exact, and reliable performance and results. Archaeologists, conservators, and historians will discover reliable automated methods for quickly reconstructing archaeological materials and benefit from the application of non-destructive, automated processing of archaeological finds.

Archaeologies of Mobility and Movement

Author: Mary C Beaudry

Publisher: Springer Science & Business Media

Published: 2013-02-06

Total Pages: 267

ISBN-13: 1461462118

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This collection of essays in Archaeologies of Mobility and Movement draws inspiration from current archaeological interest in the movement of individuals, things, and ideas in the recent past. Movement is fundamentally concerned with the relationship(s) among time, object, person, and space. The volume argues that understanding movement in the past requires a shift away from traditional, fieldwork-based archaeological ontologies towards fluid, trajectory-based studies. Archaeology, by its very nature, locates objects frozen in space (literally in their three-dimensional matrices) at sites that are often stripped of people. An archaeology of movement must break away from this stasis and cut new pathways that trace the boundary-crossing contextuality inherent in object/person mobility. Essays in this volume build on these new approaches, confronting issues of movement from a variety of perspectives. They are divided into four sections, based on how the act of moving is framed. The groups into which these chapters are placed are not meant to be unyielding or definitive. The first section, "Objects in Motion," includes case studies that follow the paths of material culture and its interactions with groups of people. The second section of this volume, "People in Motion," features chapters that explore the shifting material traces of human mobility. Chapters in the third section of this book, "Movement through Spaces," illustrate the effects that particular spaces have on the people and objects who pass through them. Finally, there is an afterward that cohesively addresses the issue of studying movement in the recent past. At the heart of Archaeologies of Mobility and Movement is a concern with the hybridity of people and things, affordances of objects and spaces, contemporary heritage issues, and the effects of movement on archaeological subjects in the recent and contemporary past.

Book Synopsis Archaeologies of Mobility and Movement by : Mary C Beaudry

Download or read book Archaeologies of Mobility and Movement written by Mary C Beaudry and published by Springer Science & Business Media. This book was released on 2013-02-06 with total page 267 pages. Available in PDF, EPUB and Kindle. Book excerpt: This collection of essays in Archaeologies of Mobility and Movement draws inspiration from current archaeological interest in the movement of individuals, things, and ideas in the recent past. Movement is fundamentally concerned with the relationship(s) among time, object, person, and space. The volume argues that understanding movement in the past requires a shift away from traditional, fieldwork-based archaeological ontologies towards fluid, trajectory-based studies. Archaeology, by its very nature, locates objects frozen in space (literally in their three-dimensional matrices) at sites that are often stripped of people. An archaeology of movement must break away from this stasis and cut new pathways that trace the boundary-crossing contextuality inherent in object/person mobility. Essays in this volume build on these new approaches, confronting issues of movement from a variety of perspectives. They are divided into four sections, based on how the act of moving is framed. The groups into which these chapters are placed are not meant to be unyielding or definitive. The first section, "Objects in Motion," includes case studies that follow the paths of material culture and its interactions with groups of people. The second section of this volume, "People in Motion," features chapters that explore the shifting material traces of human mobility. Chapters in the third section of this book, "Movement through Spaces," illustrate the effects that particular spaces have on the people and objects who pass through them. Finally, there is an afterward that cohesively addresses the issue of studying movement in the recent past. At the heart of Archaeologies of Mobility and Movement is a concern with the hybridity of people and things, affordances of objects and spaces, contemporary heritage issues, and the effects of movement on archaeological subjects in the recent and contemporary past.

Computational Movement Analysis

Author: Patrick Laube

Publisher: Springer

Published: 2014-09-02

Total Pages: 98

ISBN-13: 3319102680

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This SpringerBrief discusses the characteristics of spatiotemporal movement data, including uncertainty and scale. It investigates three core aspects of Computational Movement Analysis: Conceptual modeling of movement and movement spaces, spatiotemporal analysis methods aiming at a better understanding of movement processes (with a focus on data mining for movement patterns), and using decentralized spatial computing methods in movement analysis. The author presents Computational Movement Analysis as an interdisciplinary umbrella for analyzing movement processes with methods from a range of fields including GIScience, spatiotemporal databases and data mining. Key challenges in Computational Movement Analysis include bridging the semantic gap, privacy issues when movement data involves people, incorporating big and open data, and opportunities for decentralized movement analysis arising from the internet of things. The interdisciplinary concepts of Computational Movement Analysis make this an important book for professionals and students in computer science, geographic information science and its application areas, especially movement ecology and transportation research.

Book Synopsis Computational Movement Analysis by : Patrick Laube

Download or read book Computational Movement Analysis written by Patrick Laube and published by Springer. This book was released on 2014-09-02 with total page 98 pages. Available in PDF, EPUB and Kindle. Book excerpt: This SpringerBrief discusses the characteristics of spatiotemporal movement data, including uncertainty and scale. It investigates three core aspects of Computational Movement Analysis: Conceptual modeling of movement and movement spaces, spatiotemporal analysis methods aiming at a better understanding of movement processes (with a focus on data mining for movement patterns), and using decentralized spatial computing methods in movement analysis. The author presents Computational Movement Analysis as an interdisciplinary umbrella for analyzing movement processes with methods from a range of fields including GIScience, spatiotemporal databases and data mining. Key challenges in Computational Movement Analysis include bridging the semantic gap, privacy issues when movement data involves people, incorporating big and open data, and opportunities for decentralized movement analysis arising from the internet of things. The interdisciplinary concepts of Computational Movement Analysis make this an important book for professionals and students in computer science, geographic information science and its application areas, especially movement ecology and transportation research.