Hassan El-Hajj is a data scientist and data curator within the Sphaera Project. He received an MA in Archaeology from the American University of Beirut where he focused on the study of domestic architecture in the Roman Near East. He also received an MS in Geoinformation Sciences, with a focus on Computer Vision and Remote Sensing from the Technische Universität Berlin, where he focused on Artificial Intelligence applications within advanced driver-assistance services (ADAS). Currently he is finishing his PhD in Classical Archaeology at the Philipps-Universität Marburg, focusing on the geospatial analysis and reconstruction of Roman Berytus, and is also a member of the Berlin Institute for the Foundation of Learning and Data (BIFOLD).
His research interests center around the use of Machine Learning within the humanities, whether for data extraction or the inference of new historical knowledge using computational approaches. His current research includes the development of graph-based machine learning approaches to gain insights into the intricate book network within the Sphaera dataset. He is also involved in maintaining and developing various machine learning workflows within the project. Finally, he is currently maintaining and expanding the Sphaera Knowledge Graph and Database.
El-Hajj, Hassan, Maryam Zamani, Jochen Büttner, Julius Martinetz, Oliver Eberle, Noga Shlomi, Anna Irene Siebold, Grégoire Montavon, Klaus-Robert Müller, Holger Kantz, and Matteo Valleriani (2022). “An Ever-Expanding Humanities Knowledge Graph: The…Read More
El-Hajj, Hassan, and Matteo Valleriani (2021). “CIDOC2VEC: Extracting Information from Atomized CIDOC-CRM Humanities Knowledge Graphs.” Information 12 (12). https://doi.org/10.3390/info12120503.Read More
El-Hajj, Hassan (2021). “Monitoring Damage to Cultural Heritage Sites Using Open Source Sentinel-1 and Sentinel-2 Data.” In Bridging the Gap: Disciplines, Times, and Spaces in Dialogue, ed. C. W. Hess and F. Manuelli, 155–171. Oxford: Archaeopress…Read More
Presentations, Talks, & Teaching Activities
International Congress on the Archaeology of the Ancient Near East (ICAANE 2021), University of Bologna
Artificial Intelligence, Machine Learning and Deep Learning in Archaeology, British School of Rome (BSR) and the European Space Agency Center for Earth Observation (ESA-ESRIN)
Broadening Horizons Conference 6, Freie Universität Berlin