Training Workshop
Data Management in Cultural Heritage
Data processing, Data integration, Big Data, Artificial Intelligence and Data Mining
7 – 8 November 2022
N.C.S.R. “Demokritos”
In the framework of the MSCA ITN PlaCe a Two-day Training Workshop about ‘Data Management in Cultural Heritage’ is organized, which will take place at the N.C.S.R. “Demokritos”, Athens, Greece. The workshop jointly organized with the CAA-GR as an open event with physical presence. The topics concern the processing, evaluation and management of data collected in analytical studies of archaeological materials taking into account numerical as well as categorical parameters. A special focus will be on data integration and linking in databases with appropriate use of metadata and following the FAIR data principles (Findable, Accessible, Interoperable, Reusable). For the sustainable management of these Big Data repositories advanced methods for data mining and automated pattern recognition are necessary utilizing artificial intelligence, machine learning and neural networks. The theoretical lectures we will be complemented by two laboratory courses for practical training.
If you are interested in participating the Training Workshop and you would like to be updated about the organization please register at: https://forms.gle/PKbLqBQGc15btHRK8
Programme
Monday, 7 November
| 9:30 – 10:00 | Welcome at N.C.S.R. “Demokritos” and Introduction (Anno Hein) |
| 10:00 – 11:15 | The AriadnePlus Network (Markos Katsianis) |
| 11:15 – 11:30 | Coffee Break |
| 11:30 – 13:00 | Exploratory and model-based statistics (Ioulia Papageorgiou) |
| 13:00 – 14:00 | Lunch |
| 14:00 – 15:30 | Pattern recognition in ceramic assemblages (Jaume Buxeda I Garrigós) |
| 15:30 – 15:45 | Coffee Break |
| 15:45 – 17:15 | Data Management (Anno Hein) |
| 17:30 – 19:00 | Introduction to R and Practical Training |
Tuesday, 8 November
Coffee Break
| 9:30 – 11:00 | Automated pattern recognition and machine learning (George Giannakopoulos) |
| 11:00 – 11:15 | Coffee Break |
| 11:15 – 12:45 | Data Mining (George Giannakopoulos) |
| 12:45 – 14:00 | Lunch |
| 14:00 – 15:30 | Data Repositories and Relational Databases (Anno Hein) |
| 15:30 – 15:45 | Coffee Break |
| 15:45 – 17:15 | Self Organizing Maps for pattern recognition in pXRF data (Anno Hein) |
| 17:30 – 19:00 | Practical Training |
For more information: Dr. Anno Hein, a.hein@inn.demokritos.gr (phone: +30 2106503316)