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04 Jul 2024
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An approach to establishing a workflow pipeline for synergistic analysis of osteological and biochemical data. The case study of Amvrakia in the context of Corinthian colonisation between 625-189 BC in Epirus, Greece.

Establishing a workflow for recording and analysing bioarchaeological data

Recommended by based on reviews by 2 anonymous reviewers

The paper by Xanthopoulos and colleagues [1] presents an approach to establish a pipeline for the analysis of osteological and biochemical data. This approach integrates novel data collection, FAIR principles for data longevity and accessibility, utilises R markdown and cloud webware. Following the changes recommended by the reviewers this paper presents a welcome contribution to osteoarcheology and bioarchaeology.

Osteoarchaeology and bioarchaeology often involves the collection of vast amounts of data both in the field and from consequential analysis in the lab. From this data we can reconstruct many aspects of past human experiences. However, issues often arise when bringing together these diverse types of data. In this regard, this paper proposes are useful methodology in which osteoarchaeological researchers can bring their data together as part of a streamlined process, from data collection to analyses. 

 

References

[1] Xanthopoulos, K., Georgiadou, A. and Papageorgopoulou, C. (2024). An approach to establishing a workflow pipeline for synergistic analysis of osteological and biochemical data. The case study of Amvrakia in the context of Corinthian colonisation between 625-189 BC in Epirus, Greece. Zenodo, 11156506, ver. 3 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.8298579

An approach to establishing a workflow pipeline for synergistic analysis of osteological and biochemical data. The case study of Amvrakia in the context of Corinthian colonisation between 625-189 BC in Epirus, Greece.Kiriakos Xanthopoulos, Angeliki Georgiadou, Christina Papageorgopoulou<p>Bioarchaeology has long focused on understanding past human life through skeletal remains, including oral pathology and stable isotope analysis. Despite advancements in statistical analysis, correlations are still largely made manually. To stre...Antiquity, Bioarchaeology, Computational archaeology, Conservation/Museum studies, Mediterranean, Physical anthropologyChristianne Fernee2023-08-30 14:01:44 View
27 Jun 2024
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At the edge of the city: the digital storyline of the Bronchotion Monastery of Mystras

Mystras Captured from the Air – Digital Recording Techniques for Cultural Heritage Management of a Monumental Archaeological Site

Recommended by ORCID_LOGO based on reviews by Nikolai Paukkonen and 1 anonymous reviewer

This paper (Panagiotidis et al. 2024) discusses the digital approach to the ‘digital storyline’ of the Monastery of Brontochion of Mystras, Peloponnese, Greece. Using drone and terrestrial photogrammetric recording techniques, their goal is to produce maps and 3D models that will be integrated in the overall study of the medieval city, as well as function as a comprehensive visualisation of the archaeological site throughout its history. This will take shape as a web application using ArcGIS Online that will be a valuable platform presenting interactive visual information to accompany written publications. In addition, the assets in the database will be available for further advanced purposes, such as suggested by the authors; xR applications, educational games or digital smart guides. The authors of the paper do a good job in describing the historical background of the site and the purpose of the digital documentation techniques, and the applied methods and the technical details of the produced models are dealt with in detail.

The paper presents a compelling case for an integrative approach to using digital recording techniques at an architectonically complex site for Cultural Heritage Management. It can be placed in a series of studies discussing how monumental sites can benefit from advanced digital recording techniques such as those presented in this paper (see for example Waagen and Wijngaarden 2024). The paper is recommended as an interesting read for all who are involved in this field.

References

Panagiotidis V. Vayia, Valantou Vasiliki, Kazolias Anastasios, and Zacharias Nikolaos. (2024). At the Edge of a City: The Digital Storyline of the Brontochion Monastery of Mystras. Zenodo, 8126952, ver. 3 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.8126952

Waagen, J., and van Wijngaarden, G. J. (2024). Understanding Archaeological Site Topography: 3D Archaeology of Archaeology. Journal of Computer Applications in Archaeology, 7(1), 237–243. https://doi.org/10.5334/jcaa.157 

At the edge of the city: the digital storyline of the Bronchotion Monastery of MystrasPanagiotidis V. Vayia; Valantou Vasiliki; Kazolias Anastasios; Zacharias Nikolaos<p>This study focuses on the digital depiction of the storyline of the Monastery of Brontochion of Mystras, located at the southwest edge of the city of Mystras, situated at the foot of Mt. Taygetos, six kilometres west of the city of Sparta in th...Computational archaeology, Landscape archaeology, Mediterranean, Remote sensing, Spatial analysisJitte Waagen2023-10-03 17:02:54 View
10 Jun 2024
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Hypercultural types: archaeological objects in fast times.

The Postmodern Predicament of Type-Thinking in Archaeology

Recommended by ORCID_LOGO, and ORCID_LOGO based on reviews by Gavin Lucas, Miguel John Versluys and Anna S. Beck

“Hypercultural types: archaeological objects in fast times” by A. Ribeiro (1) offers some timely, critical and creative reflections on the manifold struggles of and disappointments in type-thinking and typological approaches in recent archaeological scholarship. Ribeiro insightfully situates what has been identified as a “crisis” in archaeological typo-praxis in the historical conditions of postmodernity and late capitalism themselves. The author thereby attempts what he himself considers “quite hard”, namely “to understand the current Zeitgeist and how it affects how we think and do archaeology” (p. 4). This provides a sort of historical epistemology of the present which can of course only be preliminary and incomplete as it crystallizes, takes shape, and transforms as we write these lines, is available only in fragments and hints, and is generally difficult to talk about and describe as we (the author included) lack critical distance – present-day archaeologists and fellow academics are both enfolded in postmodernity and continue to contribute to its logics and trajectories. Ribeiro’s key argument is provocative as it is interesting: he contends that archaeologists’ difficulties of coming to terms with types and typologies – staple knowledge practices of the discipline ever since – are a symptom of the changing cultural matrix of our times. 

The diagnosis is multilayered and complex, and Ribeiro at times only scratches the surface of what may be at stake here as he openly admits himself. At the core of his proposal is a shift in attention away from classical questions of epistemological rank, which in archaeology have tended to orbit the contentious issue of the reality of types (see also 2). Instead of foregrounding the question of type-realities – whether types, once identified, can be meaningfully said to exist and to represent something significant in the world – archaeologists are urged to recognize that typo-praxis is culturally saturated in at least two profound ways. First, devising and mobilizing types and typologies is a cultural practice itself – it may indeed have long been a foundational ‘cultural technique’ (Kulturtechnik) (3) of archaeology as a disciplined community-venture of methodical knowledge production. Typo-centric understandings of the archaeological record are quite akin to definition-centric apprehensions of the same as in both cases order, discreteness, and one-to-one correspondence are considered overriding epistemic virtues and credible pointers to a subject-independent “reality”. As such, these practices have a location of their own and they may thus notably conflict with the particularities of alternate and ever-mutating phenomenal realities and historical conditions. Discreteness may for instance lose its paradigmatic status as a descriptor of worldly order, and this is precisely what Ribeiro argues to have happened in the wake of postmodern transformations, influentially said to have deeply reconfigured the relation between the local and the global, at times even superseding such distinctions altogether. When coupled to questions of reality, types, in a similar fashion as definitions, quickly become vehicles to affirm epistemic power and knowledge authority and so help certify certain kinds of realities while supressing others. This is the paradox of modernity: to insist on monolithic understandings of the world while professing radical difference. 

Second, and for Ribeiro more importantly, typo-praxis is not just subject to cultural variation and thus by implication is plural, it also always has its proper associated cultural milieu in which it exerts some sort of efficacy, i.e. enables action and insight. Ribeiro maintains that this sort of efficacy has become contentious under postmodern conditions and this is because culture, under the gaze of global consumerism, has lost much of its classical significance, and as “hyperculture” (4) developed new logics, significations, and material culture correspondences, essentially “flattening” the highly textured and differentiated world of modernity (p. 6). Some of these new configurations sharply violate the expectations of traditional views of culture. The postmodern situation has in this way effectively emerged as a resistant force proffering much caution and growing scepticism among archaeologists and other academics alike as received ideas about “types” and “cultures” do not seem to work anymore the same way as before. The credibility of different modes of typo-praxis, archaeological or not, in other words, may depend much more on the cultural ecology of lived experience and contemporary diagnosis than is often realized. With Ribeiro, we may say that culture concepts and type concepts are indeed co-constitutive, and what sort of types and typologies archaeologists can persuasively deploy thus also depends greatly on how we construct the link between culture and type, and how (well) we grapple with our own realities and the lessons we draw from them – yet another important reminder of how our own subjectivities figure in such foundational debates (see esp. 5).

The crisis of typo-praxis in archaeology, then, is intricately linked to the crisis of modernity, broached by Ribeiro with the labels of postmodernity and late capitalism. Upon reflection, this is not surprising at all since Tylor’s (6) influential definition of culture for example, which is extensively referenced in the paper, was both reflective of and conducive to the project of modernity and its distinctive historical formations such as empire and colonialism. Ribeiro reminds us that questions of justification and credibility, be it in the domain of type-thinking or other epistemic contexts, can never be fully divorced from the contemporary situation, and archaeologists thus need to be vigilant observers of the present, too. Typo-praxis ultimately is motivated by and draws authority from what Foucault (7) has called épistémè, the totality of pertinent parameters forming the historical a priori of understanding or the guiding unconsciousness of subjectivity within a given epoch. The crisis of archaeological typo-praxis, in this view, signifies a calling into question of the historical a priori on which much traditional type-work in archaeology was premised. Archaeologists still have to come to terms with the implications and consequences of this assessment. “Hypercultural types: archaeological objects in fast times” offers a first poignant analysis of some of these challenges of postmodern archaeological type-thinking.

 

Bibliography

1. Ribeiro, A. (2024). Hypercultural types: archaeological objects in fast times. Zenodo, 10567441, ver. 3 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.10567441

2. Hussain, S. T. (2024). The Loss of Typological Innocence: An Archaeology of Archaeological Typo-Praxis. Zenodo, 10567441. https://doi.org/10.5281/zenodo.10547264

3.  Macho, T. (2013). Second-Order Animals: Cultural Techniques of Identity and Identification. Theory, Culture & Society 30, 30–47. https://doi.org/10.1177/0263276413499189

4. Han, B.-C. (2022). Hyperculture: culture and globalization (Polity Press).

5. Frank, A., Gleiser, M. and Thompson, E. (2024). The blind spot: why science cannot ignore human experience (The MIT Press). https://doi.org/10.7551/mitpress/13711.001.0001

6. E. B. Tylor, E. B. (1871). Primitive Culture: Researches Into the Development of Mythology, Philosophy, Religion, Art, and Custom (J. Murray).

7.  Foucault, M. (2007). The order of things: an archaeology of the human sciences, Repr (Routledge).

Hypercultural types: archaeological objects in fast times. Artur Ribeiro<p>Although artifact typologies still play a big role in archaeology, they have certainly lost some repute in recent decades. More than just a collection of items with similar attributes, typologies are a reflection of cultural behaviour and pract...Theoretical archaeologyShumon Tobias Hussain2024-01-25 13:40:08 View
23 May 2024
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The contribution of Mediterranean connectivity to morphological variability in Iron Age sheep of the Eastern Mediterranean

Exploring eastern Mediterranean Iron Age coastal connections through sheep astragali using geometric morphometrics

Recommended by ORCID_LOGO based on reviews by 4 anonymous reviewers

It currently seems obvious that the Mediterranean basin is a place of great exchanges of cultures, populations and goods. Although studies have focused quite extensively on the archaeology of maritime exchanges [1–3], it is challenging to assess archaeologically to what extent these networks had an influence on the biology of domesticated animals in the past, or even if animals were part of the trip. The question of past populations establishing extensive connections in the Mediterranean basin during the Iron Age and Persian period and especially, if these population exchange livestock and how these connections contributed to the animals phenotype or morphotype diversity is still difficult to document in the (zoo)archaeological record. These are amongst the questions Harding et al. [4] are making an attempt at documenting. Focusing on archaeological deposits from Cyprus and Israel in the eastern part of the Mediterranean basin, they use sheep astragali as a proxy to explore the potential connections that might have existed between evolution of the animals’ morphology and exchanges through sea travel. Postulating that animals from inland sites should have variant morphology from those of coastal sites due to more intensive exchanges for the latter, mainly because of the incorporation of non-native animals, they conducted geometric morphometrics analyses to make an attempt at documenting the phenomenon. Observing changes in size and shape, but also an increased morphological variability within the assemblages from coastal sites, they nicely discuss and put their results in perspectives with the archaeological record and literature [5,6]. Although, as they acknowledge, their sample size is rather limited to draw any general conclusion, this paper sheds new lights on the influence of maritime transport and its influence over domesticated sheep diversity between Cyprus and the southern Levant, paving the way for future studies.

References
1.     Leidwanger, J. and Knappett, C. (2018). Maritime Networks in the Ancient Mediterranean World. (Cambridge University Press). https://doi.org/10.1017/9781108555685
2.     Leidwanger, J. (2020). Roman Seas: A Maritime Archaeology of Eastern Mediterranean Economies. (Oxford University Press). https://doi.org/10.1093/oso/9780190083656.001.0001
3.     Bernard Knapp, A., Russell, A. and van Dommelen, P. (2022). Cyprus, Sardinia and Sicily: A Maritime Perspective on Interaction, Connectivity and Imagination in Mediterranean Prehistory. Cambridge Archaeological Journal 32, 79–97. https://doi.org/10.1017/S0959774321000330
4.     Harding, S. A., Hadjikoumis, A., Vermeersch, S., Shafir, R. and Marom, N. (2024) The contribution of Mediterranean connectivity to morphological variability in Iron Age sheep of the Eastern Mediterranean. bioRxiv2022.12.24.521859 https://doi.org/10.1101/2022.12.24.521859.
5.     Price, M. D., Perry-Gal, L. and Reshef, H. (2023). The Southern Levantine pig from domestication to Romanization: A biometrical approach. J. Archaeol. Sci. 157, 105828. https://doi.org/10.1016/j.jas.2023.105828
6.     Vigne, J., Zazzo, A., Cucchi, T., Briois, F. and Guilaine, J. (2014). The transportation of mammals to Cyprus shed light on early voyaging and boats in the mediterranean sea. Eurasian Prehistory 10, 157–176.

The contribution of Mediterranean connectivity to morphological variability in Iron Age sheep of the Eastern MediterraneanSierra A. Harding, Angelos Hadjikoumis, Shyama Vermeersch, Nimrod Marom<p>The movement of livestock across the Mediterranean is well-documented in the Neolithic era, but its significance during subsequent periods has received less attention. This study explores potential evidence for maritime connections between shee...Bioarchaeology, Mediterranean, ZooarchaeologyLouise Le MeillourAnonymous2023-12-07 10:10:34 View
16 May 2024
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A return to function as the basis of lithic classification

Using insights from psychology and primatology to reconsider function in lithic typologies

Recommended by ORCID_LOGO, and ORCID_LOGO based on reviews by Vincent Delvigne and 1 anonymous reviewer

The paper “A return to function as the basis of lithic classification” by Radu Iovita (2024) is a contribution to an upcoming volume on the role of typology and type-thinking in current archaeological theory and praxis edited by the PCI recommenders. In this context, the paper offers an in-depth discussion of several crucial dimensions of typological thinking in past and current lithic studies, namely:

  • “common sense” in archaeology, discussed based on earlier proposals by influential anthropologist Clifford Geertz (1975),
  • “function”, argued by the author to be the “fundamental property of tools”,
  • “cognitive” aspects, said to be reflected in the “property we naturally use to classify” stone tools and then argued to be grounded in function,
  • “traceology” as an archaeological bundle of methods and practices to determine (tool) function, discussing the current status of this research perspective in archaeology and its future.

Discussing and importantly re-articulating these concepts, Iovita ultimately aims at “establishing unified guiding principles for studying a technology that spans several million years and several different species whose brain capacities range from ca. 300–1400 cm³”.

The notion that tool function should dictate classification is not new (e.g. Gebauer 1987). It is particularly noteworthy, however, that the paper engages carefully with various relevant contributions on the topic from non-Anglophone research traditions. First, its considering works on lithic typologies published in other languages, such as Russian (Sergei Semenov), French (Georges Laplace), and German (Joachim Hahn). Second, it takes up the ideas of two French techno-anthropologists, in particular: 

  • Anthropologist of technics François Sigaut's (1940-2012) distinction of form, function, and “fonctionnement” (Sigaut 1991). Iovita proposes to draw and recast this tripartition, splitting the notion of function into “structural function” (a concept encompassing biological function as well as the “interface between the tool and its environment”), “operation” (which “relates to learning the function of artifacts from others and representing them through their motor associations”), and "designer-intended function” (DIF). Iovita shows how these distinctions can be used to clarify the ways and the grounds on which we build lithic typologies.
  • Structural anthropologist Claude Lévi-Strauss' (1908-2009) concept of “bricolage”, influentially proposed and developed in his La pensée sauvage (Lévi-Strauss 1962); this concept was also much discussed by North American anthropologist Clifford Geertz and more recently critically re-considered in the English-speaking literature thanks to a new translation of Lévi-Strauss' original text (Lévi-Strauss 2021).

Interestingly, Iovita grounds his argumentation on insights from primatology, psychology and the cognitive sciences, to the extent that they fuel discussion on archaeological concepts and methods. Results regarding the so-called “design stance” for example play a crucial role: coined by philosopher and cognitive scientist and philosopher Daniel Dennett (1942-2024), this notion encompasses the possible discrepancies between the designer’s intended purpose and the object's current functions. DIF, as discussed by Iovita, directly relates to this idea, illustrating how concepts from other sciences can fruitfully be injected into archaeological thinking.

Lastly, readers should note the intellectual contents generated on PCI as part of the reviewing process of the paper itself: both the reviewers and the author have engaged in in-depth discussions on the idea of (tool) “function” and its contested relationship with form or typology, delineating and mapping different views on these key issues in lithic study which are worth reading on their own.

References

Gebauer, A. B. (1987). Stylistic Analysis. A Critical Review of Concepts, Models, and Interpretations, Journal of Danish Archaeology, 6, p. 223–229.

Geertz, C. (1975). Common Sense as a Cultural System, The Antioch Review, 33 (1), p. 5–26.

Iovita, R. (2024). A return to function as the basis of lithic classification. Zenodo, 7734147, ver. 5 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.7734147

Lévi-Strauss, C. (1962). La pensée sauvage. Paris: Plon.

Lévi-Strauss, C. (2021). Wild Thought: A New Translation of “La Pensée sauvage”. Translated by Jeffrey Mehlman & John Leavitt. Chicago, Illinois: University of Chicago Press.

Sigaut, F. (1991). “Un couteau ne sert pas à couper, mais en coupant. Structure, fonctionnement et fonction dans l'analyse des objets” in 25 Ans d'études technologiques en préhistoire : Bilan et perspectives, Juan-les-Pins: Éditions de l'association pour la promotion et la diffusion des connaissances archéologiques, p. 21-34.

A return to function as the basis of lithic classificationRadu Iovita<p>Complex tool use is one of the defining characteristics of our species, and, because of the good preservation of stone tools (lithics), one of the few which can be studied on the evolutionary time scale. However, a quick look at the lithics lit...Ancient Palaeolithic, Lithic technology, Theoretical archaeology, TraceologySébastien Plutniak2023-03-14 19:01:40 View
14 May 2024
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Supporting the analysis of a large coin hoard with AI-based methods

A demonstration of the use and finetuning of existing machine learning tools for analysing large complexes of coins

Recommended by ORCID_LOGO based on reviews by 2 anonymous reviewers

The paper outlines the ClaReNet project's exploration of computer-based methods for classifying Celtic coin series, specifically focusing on a hoard from Jersey [1]. They collaborated with Jersey Heritage and numismatists, utilising a large dataset of coin images. The process involves stages such as pre-sorting, size-based sorting, class/type identification, and die studies. They employed IT methods, including object detection and unsupervised learning, followed by supervised learning for data refinement. Collaboration with numismatic experts ensured data quality. The study highlighted challenges in classifying coins, suggesting techniques like image matching alongside convolutional neural networks (CNNs). The results demonstrate the efficacy of semi-automatic processes in coin classification, emphasising the importance of human-computer collaboration for successful outcomes.

Overall, this is a good paper, showing how we as archaeologists and numismatics can use existing tools and finetune them for our purposes; without the need for huge domain specific datasets. This research and related papers show how we can more effectively deal with the increasingly bigger data we deal with, saving time on the monotonous and labour intensive tasks, leaving us more time to deal with the big picture. An important strength of the work is the provided public software repository and the dataset. The paper is well written, and a number of images illustrate the methodology as well as the objects used.

Reference

[1] Deligio, C., Tolle, K., and Wigg-Wolf, D. (2024). Supporting the analysis of a large coin hoard with AI-based methods. Zenodo, 8301464, ver. 4 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.8301464

 

 

Supporting the analysis of a large coin hoard with AI-based methodsChrisowalandis Deligio, Karsten Tolle, David Wigg-Wolf<p>In the project "Classifications and Representations for Networks: From types and characteristics to linked open data for Celtic coinages" (ClaReNet) we had access to image data for one of the largest Celtic coin hoards ever found: Le Câtillon I...Computational archaeologyAlex Brandsen2023-08-30 15:31:16 View
07 May 2024
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Mobility and the reuse of Roman Roads for the deposition of Viking Age silver hoards in North West England

Moving away from the ritual deposition: hoards from the Viking Age, Least Cost Paths and reused Roman Roads

Recommended by ORCID_LOGO based on reviews by Sam Leggett and Scott Madry

I had the pleasure of reading ‘Mobility and the reuse of Roman Roads for the deposition of Viking Age silver hoards in North West England’ by Wyatt O. Wilcox (Wilcox 2024a). It is an honour to recommend this paper. The aim of this study is to research the relationship of 18 Viking Age hoards and their transport and depositional locations. This is studied in relation to the Roman road network and the landscape using least cost path analyses. Single finds from the Portable Antiquities Scheme (https://finds.org.uk/) are also incorporated in the study. The study deals with the distance of these Viking Age finds to these roads/least-cost-paths and the final interpretation moves away from ritual interpretation of these finds to a more mundane explanation. I feel that this could potentially open discussion also for hoards from other periods.

While both reviewers (Sam Leggett and Scott Madry) presented various suggestions to improve the first submitted version of the paper, the author has done a tremendous job to improve the paper based on the comments and even beyond these comments. The author has also deposited the Jypiter-notebook online (Wilcox 2024b), showing that he is contributing to Open Science. The first version of the dataset has been improved and updated based on the comments by the reviewers and me, improving the reproducibility of the analyses. All in all, this paper has improved and I am very glad that I can recommend this for publication, and I’d like to do so with a sentence from the review by Sam Leggett:

“this study has a lot of potential to be deployed across other regions, and time periods for similar purposes (Iron Age hoards for instance). And it will be of great interest to Viking Age experts interested in hoards, but also early medieval transport and travel.”

References

Wilcox, W. 2024a Mobility and the reuse of Roman Roads for the deposition of Viking Age silver hoards in North West England. Zenodo, 7999149, ver. 5 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.7999149

Wilcox, W. 2024b Mobility and the reuse of Roman Roads for the deposition of Viking Age silver hoards in North West England (Supplemental Material). https://doi.org/10.5281/zenodo.11067607

Mobility and the reuse of Roman Roads for the deposition of Viking Age silver hoards in North West EnglandWyatt Wilcox<p>Discussions on Viking Age silver hoards in North West England have been dominated by analysis of the material compositions of the hoards. &nbsp;Despite a multi-century research legacy concerning the material composition of the Viking Age silver...Europe, Landscape archaeology, Medieval, Spatial analysisRonald Visser2023-06-04 22:29:18 View
02 May 2024
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Machine Learning for UAV and Ground-Captured Imagery: Toward Standard Practices

A step forward in detecting small objects in UAV data for archaeological surveying

Recommended by ORCID_LOGO based on reviews by 2 anonymous reviewers

In this paper [1], the authors describe how they apply machine learning with YOLOv5 to classify visual data, aiming to enhance understanding of archaeological phenomena before conducting destructive fieldwork. Despite challenges, the integration of machine learning with remote sensing technology was seen as transformative, enabling precise recording of areas of interest and assessment of environmental risk factors. The paper discusses successes, failures, and future directions in machine learning research, emphasising the need for standardisation and integration of streamlined methods. The application of machine learning techniques facilitates non-destructive analysis of material culture records, improving conservation efforts and offering insights into both past and contemporary phenomena. While the initial use of YOLOv5 showed potential for consistent detection of archaeological features, further refinement and dataset enlargement are deemed necessary for broader application in non-destructive archaeological surveying. The authors advocate for the integration of machine learning tools in archaeological research to save time, resources, and promote ethical digital recording practices. They highlight the importance of standardised methodologies to enhance credibility and reproducibility, aiming to contribute to the ongoing dialogue in computational archaeology.

Overall, I think this paper is a good step forward in detecting small objects in UAV data, and contains useful information for similar studies. The aim towards greater reproducibility and standardisation is of course shared more widely in the machine learning community, and this study is a good example of how to approach this.

References

[1] Sharp, K., Christofis, B., Eslamiat, H., Nepal, U. and Osores Mendives, C. (2024). Machine Learning for UAV and Ground-Captured Imagery: Toward Standard Practices. Zenodo, 8307612, ver. 5 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.8307612

Machine Learning for UAV and Ground-Captured Imagery: Toward Standard PracticesSharp Kayeleigh, Christofis Brooklyn, Eslamiat Hossein, Nepal Upesh, Osores Mendives Carlos<p>Our collaborative work began in 2019 with the intent to overcome obstacles that had arisen from the inability to access curated artifact collections from remote locations. It was our specific aim to not only create digital twins of excavated ob...Ceramics, Computational archaeology, Remote sensing, South AmericaAlex Brandsen2023-09-01 09:56:18 View
02 May 2024
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Exploiting RFID Technology and Robotics in the Museum

Social Robotics in the Museum: a case for human-robot interaction using RFID Technology

Recommended by based on reviews by Dominik Hagmann, Sebastian Hageneuer and Alexis Pantos

The paper “Exploiting RFID Technology and Robotics in the Museum” (Dimitriou et al 2023) is a relevant contribution to museology and an interface between the public, archaeological discourse and the field of social robotics. It deals well with these themes and is concise in its approach, with a strong visual component that helps the reader to understand what is at stake. 

The option of demonstrating the different steps that lead to the final construction of the robot is appropriate, so that it is understood that it really is a linked process and not simple tasks that have no connection. The use of RFID technology for topological movement of social robots has been continuously developed (e.g., Corrales and Salichs 2009; Turcu and Turcu 2012; Sequeira and Gameiro 2017) and shown to have advantages for these environments. Especially in the context of a museum, with all the necessary precautions to avoid breaching the public's privacy, RFID labels are a viable, low-cost solution, as the authors point out (Dimitriou et al 2023), and, above all, one that does not require the identification of users. It is in itself part of an ambitious project, since the robot performs several functions and not just one, a development compared to other currents within social robotics (see Hellou et al 2022: 1770 for a description of the tasks given to robots in museums). The robotic system itself also makes effective use of the localization system, both physically, by RFID labels and by knowing how to situate itself with the public visiting the museum, adapting to their needs, which is essential for it to be successful (see Gasteiger, Hellou and Ahn 2022: 690 for the theme of localization). Archaeology can provide a threshold of approaches when it comes to social robotics and this project demonstrates that, bringing together elements of interaction, education and mobility in a single method. Hence, this is a paper with great merit and deserves to be recommended as it allows us to think of the museum as a space where humans and non-humans can converge to create intelligible discourses, whether in the historical, archaeological or cultural spheres.

References

Dimitriou, A. G., Papadopoulou, S., Dermenoudi, M., Moneda, A., Drakaki, V., Malama, A., Filotheou, A., Raptopoulos Chatzistefanou, A., Tzitzis, A., Megalou, S., Siachalou, S., Bletsas, A., Yioultsis, T., Velentza, A. M., Pliasa, S., Fachantidis, N., Tsagkaraki, E., Karolidis, D., Tsoungaris, C., Balafa, P. and Koukouvou, A. (2024). Exploiting RFID Technology and Robotics in the Museum. Zenodo, 7805387, ver. 3 peer-reviewed and recommended by Peer Community in Archaeology.  https://doi.org/10.5281/zenodo.7805387

Corrales, A. and Salichs, M.A. (2009). Integration of a RFID System in a Social Robot. In: Kim, JH., et al. Progress in Robotics. FIRA 2009. Communications in Computer and Information Science, vol 44. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-03986-7_8

Gasteiger, N., Hellou, M. and Ahn, H.S. (2023). Factors for Personalization and Localization to Optimize Human–Robot Interaction: A Literature Review. Int J of Soc Robotics 15, 689–701. https://doi.org/10.1007/s12369-021-00811-8

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Turcu, C. and Turcu, C. (2012). The Social Internet of Things and the RFID-based robots. In: IV International Congress on Ultra Modern Telecommunications and Control Systems, St. Petersburg, Russia, 2012, pp. 77-83. https://doi.org/10.1109/ICUMT.2012.6459769

Exploiting RFID Technology and Robotics in the MuseumAntonis G. Dimitriou, Stella Papadopoulou, Maria Dermenoudi, Angeliki Moneda, Vasiliki Drakaki, Andreana Malama, Alexandros Filotheou, Aristidis Raptopoulos Chatzistefanou, Anastasios Tzitzis, Spyros Megalou, Stavroula Siachalou, Aggelos Bletsas, ...<p>This paper summarizes the adoption of new technologies in the Archaeological Museum of Thessaloniki, Greece. RFID technology has been adopted. RFID tags have been attached to the artifacts. This allows for several interactions, including tracki...Conservation/Museum studies, Remote sensingDaniel Carvalho2023-04-10 14:04:23 View
02 May 2024
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ARIADNEplus Visual Media Service 3D configurator: toward full guided publication of high-resolution 3D data

ARIADNEplus Visual Media Service 3D configurator: a new tool for the visual organisation of 3D datasets

Recommended by ORCID_LOGO based on reviews by Sebastian Hageneuer, Vayia Panagiotidis, Erik Champion and Martina Trognitz

The manuscript "ARIADNEplus Visual Media Service 3D configurator: toward full guided publication of high-resolution 3D data​" by Potenziani et al. [1] provides an excellent introduction to the Visual Media Service 3D Configurator.  This is an exciting tool, focused on cultural heritage, that forms part of the Visual Media Service, a web-based platform for uploading a range of complex data sets, including high-resolution images, Reflectance Transformation Imaging images and 3D models and transforming them into an appropriate format for interation and visualisation on the web.  The 3D Configurator Tool provides researchers with a wizard which assist with the presentation of 3D models.

This manuscript provides a history and context for the development of the Visual Media Service and previous related tools such as 3DHOP, Nexus and Relight/OpenLIME.  It also provides detailed information about the functionality of the 3D Configurator, including the Alignment, Material & Light, Navigation, Interface and Annotation steps.  The Discussion section provides information about applications and users of the Visual Media Service, current limitations and planned future developments.

Reviewers Hageneuer, Champion, Trognitz and Panagiotidis all provided important suggestions to the authors which have improved the clarity and scope of this manuscript.  While this manscript does not present a case study using this tool, I recommend it to readers as a detailed and clear introduction to the Visual Media Service 3D configurator which may inspire them to use this for their own research.

References

[1] Potenziani, M., Ponchio, F., Callieri, M., and Cignoni, P. (2024). ARIADNEplus Visual Media Service 3D configurator: toward full guided publication of high-resolution 3D data. Zenodo, 8075050, ver. 5 peer-reviewed and recommended by Peer Community in Archaeology. https://doi.org/10.5281/zenodo.10894515​

ARIADNEplus Visual Media Service 3D configurator: toward full guided publication of high-resolution 3D data Potenziani, Marco; Ponchio, Federico; Callieri, Marco; Cignoni, Paolo<p>The use of digital visual media in everyday work is nowadays a common practice in many different domains, including Cultural Heritage (CH). Because of that, the presence of digital datasets in CH archives and repositories is becoming more and m...Computational archaeologyIan Moffat2023-06-23 17:37:47 View