Modelling Archaeological and Geospatial Information for Burial Site Prediction, Identification and Management

Author:

Balla Aikaterini,Pavlogeorgatos Gerasimos,Tsiafakis Despoina,Pavlidis George

Abstract

The application of technologies in humanities and specifically in Archaeology over the past recent years has yielded important expertise that can be successfully exploited by both Archaeological Research and Cultural Heritage Management. This study presents a general methodology for designing, developing and implementing predictive modelling for identifying sites of archaeological interest. The methodology is based on documented archaeological data and geographical factors, geospatial analysis and predictive modelling into one consistent workflow. 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 Archaeological Research issues and Cultural Heritage Management.

Publisher

SAGE Publications

Cited by 3 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. From Digital Recording to Advanced AI Applications in Archaeology and Cultural Heritage;“And in Length of Days Understanding” (Job 12:12);2023

2. AI trends in digital humanities research;Trends in Computer Science and Information Technology;2022-06-29

3. Desk-Based Investigation;Holocaust Archaeologies;2015

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