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Locating Macedonian tombs using predictive modelling

delete2013-09-01
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PRE
AI
A
Aikaterini Balla *
G
Gerasimos Pavlogeorgatos
D
Despoina Tsiafaki
G
George Pavlidis
DOI:10.1016/j.culher.2012.10.011delete
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Abstract

Abstract

En 中文
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.). (c) 2012 Elsevier Masson SAS. All rights reserved.
Keywords:
Archaeology
Predictive modelling
GIS
Fuzzy logic
Macedonian tombs

Journal

Journal of Cultural Heritage cover
Journal of Cultural Heritage
IF:
3.3
Papers:
3.0K
Citations:
7.0K

Organization

C
cultural & educational technology institute
Scholars:
14
Papers: 9
Citations: 0
U
University of Aegean
Scholars:
1.8K
Papers: 1.6K
Citations: 5