Selected Mathematical Principles of Archaeological Predictive Models Creation and Validation in the GIS Environment
Bibliographic Data
| ID | 12940449 |
|---|---|
| Authors | Tibor Lieskovský (0000-0001-6015-5926, Slovak University of Technology in Bratislava, corresponding author), Renata Ďuračiová (0000-0002-9061-6567, Slovak University of Technology in Bratislava), Lukáš Karell (Slovak University of Technology in Bratislava) |
| Year | 2013 |
| Volume | 4 |
| Issue | 2/2013 |
| Pages | 177-190 |
| Publication date | 2013-12-31 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Interdisciplinaria Archaeologica - Natural Sciences in Archaeology (JOURNAL) |
| Journal identifiers | ISSN: 1804-848X • E-ISSN: 2336-1220 |
| Publisher | Archeologické centrum Olomouc (PUBLISHER • CZ) |
| DOI | 10.24916/iansa.2013.2.4 |
| OpenAlex | W2607291965 |
| Language | EN |
| Citations received | 6 |
| References cited | 2 |
Archaeological predictive modelling unites spatial analysis and the methods of geographic information systems (GIS) up with spatial (landscape) archaeology. Archaeological predictive models (APM) are used in several academic and practical applications to model and verify archaeological hypotheses about the relationship between humans and the landscape. Selected mathematical aspects of APM creation and analytical overlay operations are described in this paper as well as an APM application in an archaeological spatial analysis. One of the key problems in APM creation is the uncertainty of input data and their modelled parameters. We approach this issue using fuzzy logic. After reviewing the basic concept of fuzzy sets, the aggregation functions and their influence on APM creation are described. Validation of APM, although necessary for practical application, is often overlooked. Basic mathematical principles for selected methods of APM validation are provided here and suggested validation methods were applied in order to evaluate fuzzy deductive and inductive-deductive predictive models from southern parts of Central Slovakia
Archaeology · Data mining · Data science · Fuzzy logic · Geographic information system · Geography · Mathematical model · Overlay · Programming language · Remote sensing · 3D Modeling in Geospatial Applications · Computer Science · Geographic Information Systems Studies · Historical Geography and Cartography · Mathematics · Artificial Intelligence
Hic sunt leones? The Morava Valley Region During the Early Middle Ages
Prediction of the potential distribution and preservation of archaeological wooden artifacts in Yangzhou city, China
Modelling distribution of archaeological settlement evidence based on heterogeneous spatial and temporal data
Predictive modeling for neolithic settlements in the Lingnan Region, South China
Modelling Foraging Cultures According to Nature? An Old and Unfortunately Forgotten Anthropological Discussion
Selected Mathematical Principles of Archaeological Predictive Models Creation and Validation in the GIS Environment
| Unique citing works | 6 |
|---|---|
| Citations per year | 0.46 |
| Citation span | 2013 - 2025 (13) |
| Citation velocity | recent |
| Highly cited | No |
| Citation types | Neutral: 6 |