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Agent-Based Modeling for Archaeology: Simulating the Complexity of Societies

The Oxford Handbook of Archaeological Network Research

Network Science in Archaeology

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Carleton, W. C., Lawrence, D., Brotherson, D., Ebert, C. E., Lobo, J., Ortman, S. G., Smith, M. E., Tho, T., Romanowska, I., Klassen, S. & Roberts, P. (2026). Making comparative archaeological and historical urbanism rigorous and open access through the URBank data platform. Antiquity. Advance online publication. https://doi.org/10.15184/aqy.2026.10287

Heřmánková, P. & Horster, M. (Ed.) (2026). The Construction and Use of Prosopographical Databases. In M. Horster, R. Flower, F. Hurlet & R. W. Mathisen (Eds.), Brill's Companions to Classical Studies (pp. 114-129). Brill. https://doi.org/10.1163/9789004748613_009

Wren, C. D., Romanowska, I. & Riede, F. (2025). Bad year econometrics: Agent-based modeling of risk management strategies under varying regimes of environmental change. Science Advances, 11(3), Article eadr0314. https://doi.org/10.1126/sciadv.adr0314

Komar, P., Brughmans, T. & Borisova, E. (2025). Consumption Trends, Trading Patterns and Economic Development in Italy Across Centuries: Data Analysis of Roman Amphorae in a Long-Term Perspective. Journal of Archaeological Method and Theory, 32(1), Article 21. https://doi.org/10.1007/s10816-024-09686-1

Heřmánková, P. & Kostkan, J. (2025, Oct 1). Epigrapher-ex-machina: Machine Learning Classifier for Types of Latin Inscriptions. Zenodo. https://doi.org/10.5281/zenodo.17304763

Heřmánková, P., Duce Pastor, E., de la Escosura Balbás, M. C. & Evangelisti, S. (2025). Epigraphy.info IX Workshop: Final Report. Zenodo. https://doi.org/10.5281/zenodo.15705465

Heřmánková, P., Horster, M., Prag, J. & Asif, I. (2025). From EAGLE to LOD: Examining FAIR and Sustainable Practices in Digital Epigraphy: Round table. Paper presented at Epigraphy.info IX, Aarhus, Denmark.

Heřmánková, P., Asif, I., Horster, M. & Prag, J. R. W. (2025). From Fragmented Data to Linked History: Developing the FAIR Epigraphic Vocabularies. Journal of Open Humanities Data, 11, Article 74. https://doi.org/10.5334/johd.428

Heřmánková, P. (2025, Apr 2). Hands-on session: Reconstructing Past Social Networks from Inscriptions. GitHub. https://github.com/petrifiedvoices/inscription_to_network/releases/tag/epigraphy-info

Heřmánková, P. (2025, Dec 6). How to FAIRify your project in 6 steps. Zenodo. https://doi.org/10.5281/ZENODO.17838576

de Soto, P., Pažout, A., Brughmans, T., Vahlstrup, P. B., Auir, Á., Bongers, T., Christoffersen, J. E. B., Crépy, M., Johansen, M. H., Lewis, J., Manière, L., Massa, M. R., Møller, L. M. H., Redon, B., Renda, G., Şahin, H., Sobotková, A., Spatzek, A. L., Verhagen, P. & Weissova, B. (2025). Itiner-e: A high-resolution dataset of roads of the Roman Empire. Scientific Data, 12(1), Article 1731. https://doi.org/10.1038/s41597-025-06140-z

Visser, R., Lambers, K., Aitchison, K., Jutte, A., Rocks-Macqueen, D., van der Knaap, L., Romanowska, I., Brughmans, T., Linssen, J. & Pažout, A. (2025). Lessons Learned: Creating Tutorials to Teach Agent-Based Modelling to Archaeologists. Journal of Computer Applications in Archaeology, 8(1), 354–367. https://doi.org/10.5334/jcaa.241

Johannsen, N. N., Sørensen, L. V., Bendtsen, M. L. & Romanowska, I. (2025). Migration, niche construction and demography: A modelling approach to the establishment of farming communities in southern Scandinavia. Poster session presented at ENE25, 2nd Conference on the Emergence of the Neolithic in Europe, Zadar, Croatia.

Brughmans, T., Heřmánková, P., Mazzamurro, M., Vahlstrup, P. B. & Møldrup-Dalum, P. (2025). Past Networks: The Open Online Repository Portal for Network Data about the Human Past. https://pastnetworks.org/

Hermankova, P. & Gilhaus, L. (Ed.) (2025). Petra Hermankova, Rezension zu: Benefiel, Rebecca R.; Keesling, Catherine M. (Hrsg.): Inscriptions and the Epigraphic Habit. The Epigraphic Cultures of Greece, Rome, and Beyond. Leiden 2023 , ISBN 978-90-04-68311-2. H-Soz-Kult. https://www.hsozkult.de/publicationreview/id/reb-144303

Glomb, K., Piotrowski, P., Gulla, B., Romanowska, I. & Mastek, M. (2025). ‘Slow down, one detail at the time!’ the influence of reflective-impulsive cognitive style on the recollection of criminal events. Psychological Research, 89(1), Article 6. https://doi.org/10.1007/s00426-024-02043-7

Heřmánková, P. (2025). Tempun dashboard: Monte Carlo Simulation for Historical Datasets with a High Level of Uncertainty. Computer programme, Zenodo. https://doi.org/10.5281/ZENODO.17788673

Mazzamurro, M., Hermankova, P., Coscia, M. & Brughmans, T. (2025). The Economic Complexity of the Roman Empire. https://doi.org/10.48550/arXiv.2508.19892

Gheldof, T., Hershkowitz, A. & Heřmánková, P. (2024). Epigraphy.info in 2020-2023: Report on Epigraphy.info Workshops V-VII. https://doi.org/10.5281/ZENODO.11241585

Bastero, M., Duce Pastor, E., de la Escosura Balbás, M. C. & Heřmánková, P. (2024, Jun 1). Epigraphy.info VIII Workshop in Berlin: Report from the Steering Committee. Zenodo. https://doi.org/10.5281/zenodo.12514368

Heřmánková, P., Asif, I., Prag, J. & Horster, M. (2024). FAIR Epigraphic Vocabularies: Advancing FAIR and Open Science in Epigraphy. Poster session presented at Epigraphy.info VIII, Berlin. https://doi.org/10.5281/ZENODO.11440429

Heřmánková, P., Ballsun-Stanton, B. & Laurence, R. (2024). FAIR Turn in Epigraphy: Low Barrier Pathways to Quantitative and Reproducible Research in Latin Epigraphy. CEUR Workshop Proceedings, 3834, 649-661. https://ceur-ws.org/Vol-3834/paper4.pdf

Valchev, T., Sobotkova, A., Hermankova, P. & Weissova, B. (2024). Field Survey of a Cold-War Landscape in Southeast Bulgaria. In A. Hein (Ed.), Big Data in Archaeology: Proceedings of the 4thConference of the Greek Chapter of the Computer Applications and Quantitative Methods in Archaeology (CAA-GR) 21-22 October 2021 (pp. 1-12). National center for scientific research "Demokritos". https://gr.caa-international.org/wp-content/uploads/sites/26/2024/06/CAA-GR-Proc-2021-final_compressed.pdf

Glomb, K., Piotrowski, P., Gulla, B., Romanowska, I. & Mastek, M. (2024). How emotions shape memory? The moderating effect of healthy emotionality on eyewitness testimony. Frontiers in Psychology, 15, Article 1406897. https://doi.org/10.3389/fpsyg.2024.1406897

Glomb, K., Piotrowski, P. & Romanowska, I. A. (2024). It is not real until it feels real: Testing a new method for simulation of eyewitness experience with virtual reality technology and equipment. Behavior Research Methods, 56(5), 4336-4350. https://doi.org/10.3758/s13428-023-02186-2

Brughmans, T., Nørskov, V. & Dibbern, L. (Eds.) (2024). Roman Connections. Antikmuseet, Aarhus Universitet.

Brughmans, T., Dibbern, L. & Nørskov, V. (Eds.) (2024). Romerske forbindelser. Antikmuseet, Aarhus Universitet.

Asif, I., Heřmánková, P., Horster, M. & Prag, J. (2024). Towards a FAIR(er) Epigraphy. Poster session presented at North American Congress of Greek and Latin Epigraphy, Chicago. https://doi.org/10.5281/ZENODO.11441230

Munson, J., Mills, B. J., Brughmans, T. & Peeples, M. A. (2023). Anticipating the Next Wave of Archaeological Network Research. In T. Brughmans, B. J. Mills, J. Munson & M. A. Peeples (Eds.), The Oxford Handbook of Archaeological Network Research (pp. 664-674). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780198854265.013.44

Romanowska, I. & Scherjon, F. (2023). Bibliometric Analysis of Agent-Based Simulation in Archaeology: People, Topics, and Future Prospects. In T. Kayaci, K. Lambers & V. Klinkenberg (Eds.), Digital Archaeology: Promises and Impasses (pp. 95-112). sidestone press academics. https://doi.org/10.59641/f48820ir

Romanowska, I. (2023). Complexity Science and Networks in Archaeology. In T. Brughmans, B. J. Mills, J. Munson & M. A. Peeples (Eds.), The Oxford Handbook of Archaeological Network Research (pp. 265–279 ). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780198854265.013.15

Moreno-Navarro, F., Brughmans, T. & Tirado, J. B. (2023). Exploring economic integration of peasant settlements in Roman Central Spain (1st c. − 3rd c. AD). Journal of Archaeological Science: Reports, 51, Article 104106. https://doi.org/10.1016/j.jasrep.2023.104106

Franconi, T., Brughmans, T., Borisova, E. & Paulsen, L. (2023). From Empire-wide integration to regional localization: A synthetic and quantitative study of heterogeneous amphora data in Roman Germania reveals centuries-long change in regional patterns of production and consumption. PLoS One, 18(1), Article e0279382. https://doi.org/10.1371/journal.pone.0279382

Peeples, M. A., Munson, J., Mills, B. J. & Brughmans, T. (2023). Introduction. In T. Brughmans, B. J. Mills, J. Munson & M. A. Peeples (Eds.), The Oxford Handbook of Archaeological Network Research (pp. 1-12). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780198854265.013.45

Mickel, A., Sinclair, A. & Brughmans, T. (2023). Knowledge Networks. In T. Brughmans, B. J. Mills, J. Munson & M. A. Peeples (Eds.), The Oxford Handbook of Archaeological Network Research (pp. 392-412). Oxford University Press. https://doi.org/10.1093/oxfordhb/9780198854265.013.23

Kase, V., Sobotkova, A. & Heřmánková, P. (2023). Modeling temporal uncertainty in historical datasets. In A. Šeļa , F. Jannidis & I. Romanowska (Eds.), Proceedings of the Computational Humanities Research Conference 2023: Paris, France, December 6-8, 2023 (Vol. 3558, pp. 413-425). CEUR-WS.org. https://ceur-ws.org/Vol-3558/paper5123.pdf

Campany Jimenez, J., Romanowska, I., Raja, R. & Heldaas Seland, E. (2023). Modelling an Urban Hinterland: The Case of Roman Palmyra. In N. Andrade & R. Raja (Eds.), Exchange and Reuse in Roman Palmyra: Examining Economy and Circularity (pp. 7-24). Brepols Publishers. https://doi.org/10.1484/M.SPAH-EB.5.132169

Ruland, M., Andirkó, A., Romanowska, I. & Boeckx, C. (2023). Modelling of factors underlying the evolution of human language. Adaptive Behavior, 31(4), 351-364. https://doi.org/10.1101/2020.11.12.380683, https://doi.org/10.1177/10597123221147336

Brughmans, T. & Peeples, M. A. (2023). Network Science in Archaeology. Cambridge University Press. Cambridge Manuals in Archaeology https://doi.org/10.1017/9781009170659

Jannidis, F., Romanowska, I. & Šeļa, A. (2023). Proceedings of the Computational Humanities Research Conference 2023: Preface. CEUR Workshop Proceedings, 3558, vii-ix.

Pažout, A., Brughmans, T. & de Soto, P. (2023). Road and Transport Networks. In Reference Module in Social Sciences (pp. 353) https://doi.org/10.1016/B978-0-323-90799-6.00044-6

Rodríguez Nóvoa, A. A., Brughmans, T. & Fernández, A. F. (2023). Socio-economic impacts of the exposure to Roman ceramics in the inland Iron Age communities of the NW Iberian Peninsula: A quantitative approach. Journal of Archaeological Science: Reports, 48, Article 103880. https://doi.org/10.1016/j.jasrep.2023.103880

Fonseca i Casas, P., Romanowska, I. & Garcia i Subirana, J. (2023). Specification and Description Language Models Automatic Execution in a High-Performance Environment. Computers, 12(12), Article 244. https://doi.org/10.3390/computers12120244

Brughmans, T. (Ed.), Mills, B. J., Munson, J. & Peeples, M. A. (2023). The Oxford handbook of archaeological network research. Oxford University Press. https://doi.org/10.1093/oxfordhb/9780198854265.001.0001

Brughmans, T. & Laguna-Palma, D. (2023). Una introducción a la investigación de redes en arqueología: ¿qué es y por qué la necesitamos? Cuadernos de Prehistoria y Arqueología de la Universidad de Granada, 33, 11-32. https://doi.org/10.30827/cpag.v33i0.27790

Huffer, D., Simons, J., Brughmans, T. & Graham, S. (2022). ‘Alleen voor studiedoeleinden' (For study purposes only): The human remains trade on Marktplaats.nl. Anthropologica et Praehistorica, 131(2020), 177-193. https://doi.org/10.57937/ap.2022.008

Romanowska, I., Brughmans, T., Bes, P., Carrignon, S., Egelund, L., Lichtenberger, A. & Raja, R. (2022). A Study of the Centuries-Long Reliance on Local Ceramics in Jerash Through Full Quantification and Simulation. Journal of Archaeological Method and Theory, 29(1), 31–49. https://doi.org/10.1007/s10816-021-09510-0

Brughmans, T., Raja, R., Bobou, O., Kristensen, N., Thomsen, R. R., Jensen, J. & Heldaas Seland, E. (2022). Conference outline: A kinship network analysis of Palmyrene genealogies. 17. Abstract from Religious Networks in Antiquity, Bergen, Norway.

Carrignon, S., Brughmans, T. & Romanowska, I. (2022). Copying of economic strategies in eastern Mediterranean inter-regional tableware trade. In T. Brughmans & A. Wilson (Eds.), Simulating Roman Economies: Theories, Methods and Computational Models (pp. 144-166). Oxford University Press. https://doi.org/10.1093/oso/9780192857828.003.0005

Kaše, V., Heřmánková, P. & Sobotková, A. (2022). Division of labor, specialization and diversity in the ancient Roman cities: A quantitative approach to Latin epigraphy. PLoS One, 17(6), Article e0269869. https://doi.org/10.1371/journal.pone.0269869

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Revised 17.06.2025

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Radomir Gluhovic