Articles by Ambra Burani
An example of supervised classification in paleolithic archaeology
Amilcare Bietti, Ambra Burani, Daniela Zampetti
Abstract
As an example of pattern recognition problems in prehistory, the authors present two different kinds of classification (unsupervised and supervised) applied to a sample of common Upper Paleolithic tools: the end-scrapers of Grotta Polesini, coming from layer 1 and layer C12. The results, obtained through the use of statistical techniques, led to a general conclusion: in building a typology more attention should be given to functional considerations and to a deep understanding of behavioural patterns on a more local scale. The traditional prehistoric typological lists are therefore criticised, as they are often too general and too much oriented towards large scale comparisons in space and time.
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