Locating Macedonian tombs using predictive modelling |
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| Authors: | Aikaterini Balla Gerasimos Pavlogeorgatos Despoina Tsiafakis George Pavlidis |
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| Institution: | 1. Department of Cultural Technology and Communication, University of the Aegean, University Hill, building of Geography, off. 2.14, 81-100 Mytilene, Lesvos, Greece;2. Cultural and Educational Technology Institute, ATHENA Research Centre, 58 Tsimiski Str., 67100 Xanthi, Greece |
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| Abstract: | Northern Greece is the main region where more than 90 Macedonian tombs, dated in the late classical and Hellenistic period, have been discovered. Geospatial data processing technologies (GIS), predictive modelling techniques and fuzzy logic were applied to the study area in order to create a predictive model that would be able to provide map regions assigned with specified probability of Macedonian tombs’ occurrence. The model was tested extensively and was validated using a commonly used predictive gain. The results and the evaluation of the model proved the efficiency of its predictive ability in providing answers to a series of questions related to the problem at hand (archaeological research, cultural resource management and protection, land use, etc.). |
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