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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.



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

2. Hussain, S. T. (2024). The Loss of Typological Innocence: An Archaeology of Archaeological Typo-Praxis. Zenodo, 10567441.

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

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).

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.

1.     Leidwanger, J. and Knappett, C. (2018). Maritime Networks in the Ancient Mediterranean World. (Cambridge University Press).
2.     Leidwanger, J. (2020). Roman Seas: A Maritime Archaeology of Eastern Mediterranean Economies. (Oxford University Press).
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.
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
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.
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.


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.

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.


[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.



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 ( 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.”


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.

Wilcox, W. 2024b Mobility and the reuse of Roman Roads for the deposition of Viking Age silver hoards in North West England (Supplemental Material).

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.


[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.

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.


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.

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.

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.

Hellou, M., Lim, J., Gasteiger, N., Jang, M. and Ahn, H. (2022). Technical Methods for Social Robots in Museum Settings: An Overview of the Literature. Int J of Soc Robotics 14, 1767–1786 (2022).

Sequeira, J. S., and Gameiro, D. (2017). A Probabilistic Approach to RFID-Based Localization for Human-Robot Interaction in Social Robotics. Electronics, 6(2), 32. MDPI AG.

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.

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.


[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.​

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
29 Apr 2024
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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.

Integrating remote sensing and photogrammetric approaches to studying a fortified settlement along the Limes Arabicus: Umm ar‐Rasas (Amman, Jordan).

Recommended by based on reviews by Francesc C. Conesa, Giuseppe Ceraudo and 1 anonymous reviewer

Di Palma et alii manuscript delves into applying remote sensing and photogrammetry methods to document and analyze the castrum at the Umm er-Rasas site in Jordan. This research aimed to map all the known archaeological evidence, detect new historical structures, and create a digital archive of the site's features for study and education purposes [1].

Their research has been organized into two phases. The first one consisted of a remote sensing survey and involved collecting historical and modern aerial and satellite imagery, such as:  aerial photographs by Sir Marc Aurel Stein from 1939; panchromatic spy satellite images from the Cold War period (Corona KH-4B and Hexagon KH-9); high and very high resolution (HR and VHR) modern multispectral satellite images (Pléiades-1A and Pléiades Neo-4) [1]. This dataset was processed using the ENVI 4.4 software and applying multiple image-enhancing techniques (Pansharpening, RGB composite, data fusion, and Principal Component Analysis). Then, the resulting images were integrated into a QGIS project, allowing for visual analyses of the site's features and terrain. These investigations provided:

·         a broad overview of the site,

·         the discovery of a previously unknown archaeological feature (the northeastern dam),

·         a stage for targeted ground-level investigations [1].

The project's second phase was dedicated to intensive fieldwork operations, including pedestrian surveys, stratigraphic excavations, and photogrammetric recordings, such as: photographic reconstructions via Structure from Motion (SfM) and laser scanner sessions (using two FARO X330 HDR). In particular, the laser scanner data were processed with Reconstructor 4.4, which provided highly detailed 3D models for the QGIS database. These results were crucial in validating the information acquired during the first phase.

Overall, the paper is well written, with clear objectives and a systematic presentation of the site [2,3,10,11], the research materials, and the study phases. The dataset was described in meticulous detail (especially the remote sensing sources and the laser scanner recordings). The methods implemented in this study are rigorously described [4,5,6,7,8,9] and show a high level of integration between aerial and field techniques. The results are neatly illustrated and fit into the current debates about the efficacy of remote sensing detection and multiscale approaches in archaeological research.

In conclusion, this manuscript significantly contributes to archaeological research, unveiling new and exciting findings about the site of Umm er-Rasas. Its findings and methodologies warrant publication and further exploration.


1.    Di Palma, F., Gabrielli, R., Merola, P., Miccoli, I. and Scardozzi, G. (2024). 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. Zenodo, 8306381, ver. 3 peer-reviewed and recommended by Peer Community in Archaeology.

2.    Abela J. and Acconci A. (1997), Umm al‐Rasas Kastron Mefa’a. Excavation Campaign 1997. Church of St. Paul: northern and southern flanks. Liber Annus, 47, 484‐488.

3.    Bujard J. (2008), Kastron Mefaa, un bourg à l'époque byzantine: Travaux de la Mission archéologique de la Fondation Max van Berchem à Umm al‐Rasas, Jordanie (1988‐1997), PhD diss., University of Fribourg 2008.

4.    Cozzolino M., Gabrielli R., Galatà P., Gentile V., Greco G., Scopinaro E. (2019), Combined use of 3D metric surveys and non‐invasive geophysical surveys at the stylite tower (Umm ar‐Rasas, Jordan), Annals of geophysics, 62, 3, 1‐9.‐8060

5.    Gabrielli R., Salvatori A., Lazzari A., Portarena D. (2016), Il sito di Umm ar‐Rasas – Kastron Mefaa – Giordania. Scavare documentare conservare, viaggio nella ricerca archeologica del CNR. Roma 2016, 236‐240.

6.    Gabrielli R., Portarena D., Franceschinis M. (2017), Tecniche di documentazione dei tappeti musivi del sito archeologico di Umm al‐Rasas Kastron Mefaa (Giordania). Archeologia e calcolatori, 28 (1), 201‐218.

7.    Lasaponara R., Masini N. (2012 ed.), Satellite Remote Sensing: A New Tool for Archaeology, New York 2012.

8.    Lasaponara R., Masini N. and Scardozzi G. (2007), Immagini satellitari ad alta risoluzione e ricerca archeologica: applicazioni e casi di studio con riprese pancromatiche e multispettrali di QuickBird. Archeologia e Calcolatori, 18 (2), 187‐227.

9.    Lasaponara R., Masini N., Scardozzi G. (2010), Elaborazioni di immagini satellitari ad alta risoluzione e ricognizione archeologica per la conoscenza degli insediamenti rurali del territorio di Hierapolis di Frigia (Turchia). Il dialogo dei Saperi – Metodologie integrate per i Beni Culturali, Edizioni scientifiche italiane, 479‐494.

10. Piccirillo M., Abela J. and Pappalardo C. (2007), Umm al‐Rasas ‐ campagna 2007. Rapporto di scavo. Liber Annus, 57, 660‐668.

11. Poidebard A. (1934), La trace de Rome dans le désert de Syrie : le limes de Trajan à la conquête arabe ; recherches aériennes 1925 – 1932. Paris : Geuthner.

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.Di Palma Francesca, Gabrielli Roberto, Merola Pasquale, Miccoli Ilaria, Scardozzi Giuseppe<p>The Limes Arabicus is an excellent laboratory for experimenting with the huge potential of historical remote sensing data for identifying and mapping fortified centres along this sector of the eastern frontier of the Roman Empire and then the B...Antiquity, Asia, Classic, Landscape archaeology, Mediterranean, Remote sensing, Spatial analysisAlessia Brucato2023-08-31 23:34:16 View
22 Apr 2024
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The transformation of an archaeological community 
and its resulting representations 
in the context of the co-development 
of open Archaeological Information Systems

Exploring The Role of Archaeological Information Systems in Improving Data Management and Interoperability

Recommended by ORCID_LOGO based on reviews by 2 anonymous reviewers

In response to the feedback provided by the reviewers, the authors have undertaken a comprehensive revision of the manuscript [1]. These revisions have specifically targeted the primary concerns raised regarding the clarity and structure of the argument concerning the transformative impact of Archaeological Information Systems (AIS) on archaeological practices. In my view the revised manuscript now more clearly articulates the distinction between internal and external interoperability and emphasizes the critical importance of integrating contextual information with archaeological data. This approach directly addresses the previously identified need for enhanced traceability and usability of archaeological data, ensuring that the manuscript's contributions to the field are both clear and impactful.

Moreover, the application of the proposed model at the Bibracte site is illustrated with greater clarity, serving as a concrete example of how the challenges associated with documentation and data management can be effectively addressed through the methodologies proposed in the paper. This practical demonstration enriches the manuscript, providing readers with a much clearer understanding of the model's applicability and benefits in real-world archaeological practice.

The authors have also made significant efforts to refine the overall structure and coherence of the manuscript. By making complex concepts more accessible and ensuring a cohesive narrative flow throughout, the manuscript now offers a more engaging and comprehensible read. This has been achieved through careful rephrasing and restructuring of sections, particularly those relating to the T!O model's application and the conclusion, thereby enhancing reader engagement and comprehension.

Alongside these structural and conceptual clarifications, explicit discussion of potential areas for future research, not only acknowledges the limitations of the current study but also highlights the significant potential for digital technologies to contribute to archaeological methodology and knowledge production. As such, the manuscript opens up new avenues for exploration and invites further scholarly engagement with the topics it addresses.

I believe, these revisions address the earlier feedback quite comprehensively, presenting a robust and compelling argument for the adoption of collaborative and technologically informed approaches in the field of archaeology. The manuscript now stands as a strong example of the critical role AIS could/should play in transforming archaeological practices, offering valuable insights into how these kinds of systems might enhance the management, accessibility, and understanding of archaeological data. Through this revised submission, the authors have significantly strengthened their contribution to the ongoing discourse on digital archaeology, demonstrating the practical and theoretical implications of their work for the broader archaeological community. I am happy, therefore to recommend this paper for acceptence.


[1] Lacombe, E., Lukas, D. and Durost, S. (2024). The transformation of an archaeological community and its resulting representations in the context of the co-development of open Archaeological Information Systems. Zenodo, 8309732, ver. 3 peer-reviewed and recommended by Peer Community in Archaeology.


The transformation of an archaeological community 
and its resulting representations 
in the context of the co-development 
of open Archaeological Information SystemsEric Lacombe, Dominik Lukas, Sébastien Durost<p>The adoption of Archaeological Information Systems (AIS) evolves according to multiple factors, both human and technical, as well as endogenous and exogenous. In consequence the ever increasing scope of digital tools, which allow for the organi...Computational archaeology, Europe, Protohistory, Theoretical archaeologyJames Stuart Taylor2023-09-01 18:58:26 View