Advances in Digital Archaeology

Proceedings of the 2023 conference Computer Applications and Quantitative Methods in Archaeology – 50 years of synergy

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This volume showcases cutting-edge research in digital archaeology, presenting 27 chapters that explore how computational methods are transforming archaeological fieldwork, analysis, data management, and interpretation. Topics range from AI applications in artefact classification and spatial modelling, to 3D reconstructions, machine learning, remote sensing, and natural language processing. The contributions highlight the integration of digital tools with archaeological theory, demonstrating how this synergy is reshaping the discipline and expanding its methodological frontiers. Spanning case studies from Jordan to Northern Italy, from Viking silver hoards to Roman roads and Pompeian neighbourhoods, the volume offers an international and interdisciplinary perspective. Whether dealing with digital archiving, coin hoards, funerary networks, or bioarchaeological workflows, each chapter contributes to a nuanced understanding of how archaeologists are leveraging digital technologies to ask new questions and revisit old data. The book originated as the proceedings of the 50th annual 'Computer Applications and Quantitative Methods in Archaeology' (CAA) conference, held in Amsterdam in April 2023, celebrating half a century of innovation in computational archaeology.

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Specificaties
ISBN/EAN 9789464271362
Auteur Philip Verhagen
Uitgever Sidestone Press
Taal Engels
Uitvoering Gebonden in harde band
Pagina's 340
Lengte
Breedte
Preface Philip Verhagen, Jitte Waagen, Alex Brandsen, Ronald Visser & Devi Taelman Chapter 1. Cultural Significance Assessment of Archaeological Sites for Heritage Management: From Text of Spatial Networks of Meanings Yael Alef & Yuval Shafriri Chapter 2. Body Mapping the Digital: Visually representing the impact of technology on archaeological practice Leila H. Araar, Colleen Morgan & Louise Fowler Chapter 3. Survey Planning, Allocation, Costing and Evaluation (SPACE) Project: Developing a Tool to Help Archaeologists Conduct More Effective Surveys Edward B. Banning, Steven Edwards & Isaac Ullah Chapter 4. Visual encoding of a 3D virtual reconstruction’s scientific justification: feedback from a proof-of-concept research Jean-Yves Blaise, Iwona Dudek, Laurent Bergerot & Gaël Simon Chapter 5. Archaeology specific BERT models for English, German, and Dutch Alex Brandsen Chapter 6. Inferring shellfishing seasonality from the isotopic composition of biogenic carbonate: a Bayesian approach Jordan Brown & Gabriel Lewis Chapter 7. The Dynamic Collections – a 3D Web Platform of Archaeological Artefacts designed for Data Reuse and Deep Interaction Marco Callieri, Åsa Berggren, Nicolò Dell’Unto, Paola Derudas, Domenica Dininno, Fredrik Ekengren & Giuseppe Naponiello Chapter 8. Spaces of funeral meaning. Modelling socio-spatial relations in burial contexts Aline Deicke Chapter 9: HORAI: An integrated management model for historical information Pablo del Fresno-Bernal, Sonia Medina-Gordo & Esther Travé-Allepuz Chapter 10. Supporting the analysis of a large coin hoard with AI-based methods Chrisowalandis Deligio, Karsten Tolle & David Wigg-Wolf Chapter 11. Study and enhancement of the heritage value of a fortified settlement along the Limes Arabicus. Umm ar-Rasas (Amman, Jordan) between remote sensing analysis, photogrammetry and laser scanner surveys Francesca Di Palma, Roberto Gabrielli, Pasquale Merola, Ilaria Miccoli & Giuseppe Scardozzi Chapter 12. Research workflows, paradata, and information visualisation: feedback on an exploratory integration of issues and practices – MEMORIA IS Iwona Dudek & Jean-Yves Blaise Chapter 13. Creating an Additional Class Layer with Machine Learning to counter Overfitting in an Unbalanced Ancient Coin Dataset Sebastian Gampe & Karsten Tolle Chapter 14. Similarity Network Fusion: Understanding Patterns and their Spatial Significance in Archaeological Datasets Timo Geitlinger Chapter 15. The transformation of an archaeological community and its resulting representations in the context of the co-development of open Archaeological Information Systems Eric Lacombe, Dominik Lukas & Sébastien Durost Chapter 16. Linking Scars: Topology-based Scar Detection and Graph Modeling of Paleolithic Artifacts in 3D Florian Linsel, Jan Philipp Bullenkamp & Hubert Mara Chapter 17. A Focus on the Future of our Tiny Piece of the Past: Digital Archiving of a Long-term Multi-participant Regional Project Scott Madry, Gregory Jansen, Seth Murray, Elizabeth Jones, Lia Willcoxon & Ebtihal Alhashem Chapter 18. Transforming the Archaeological Record Into a Digital Playground: a Methodological Analysis of The Living Hill Project Samanta Mariotti Chapter 19. Social Network Analysis, Community Detection Algorithms, and Neighbourhood Identification in Pompeii Matthew Notarian Chapter 20. Rivers vs. Roads? A route network model of transport infrastructure in Northern Italy during the Roman period James Page Chapter 21. CORPUS NUMMORUM – A Digital Research Infrastructure for Ancient Coins Ulrike Peter, Claus Franke, Jan Köster, Karsten Tolle, Sebastian Gampe & Vladimir F. Stolba Chapter 22. ARIADNEplus Visual Media Service 3D configurator: toward full guided publication of high-resolution 3D data Marco Potenziani, Federico Ponchio, Marco Callieri & Paolo Cignoni Chapter 23. Percolation Package – From script sharing to package publication Sophie C. Schmidt & Simon Maddison Chapter 24. Machine Learning for UAV and Ground-Captured Imagery: Toward Standard Practices Kayeleigh Sharp, Brooklyn Christofis, Hossein Eslamiat, Upesh Nepal & Carlos Osores Mendives Chapter 25. 3Duewelsteene – A website for the 3D visualisation of the megalithic passage grave Düwelsteene near Heiden in Westphalia, Germany Louise Tharandt Chapter 26. Mobility and the reuse of Roman Roads for the deposition of Viking Age silver hoards in North-West England Wyatt Wilcox Chapter 27. Establishing a workflow for recording and analysing bioarchaeological data Kiriakos Xanthopoulos, Aggeliki Georgiadou & Christina Papageorgopoulou

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