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Geospatial analysises by using artificial intelligence techniques

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2023
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Abstract (EN)

Artificial intelligence techniques, which have been used in many areas of life due to the developing technology and the increase in processing power in computers, have a wide application area and great importance today. This importance exponentially increases the need for artificial intelligence techniques, which is one of the important tools that can cope with the existing big data. Depending on the need, new methods are developed with new perspectives on artificial intelligence techniques by using code sharing platforms together with open source data. In such an environment, the geographical data set and the analysis of these data sets using artificial intelligence techniques constitute a large part of the cake in the world of artificial intelligence. Therefore, it is of great importance today to develop models and systems that can make efficient decisions by combining the internal dynamics of advanced artificial intelligence techniques with the internal dynamics of the concept of location and space, in order to apply the geographical data set in an appropriate and efficient manner to artificial intelligence techniques. Accordingly, it is necessary to define the spatial problem, to provide solutions for this spatial problem, and to investigate and reveal the appropriate artificial intelligence technique, which is more economical in terms of time and cost compared to traditional methods. From this point of view, solutions to today's problems can be revealed by using artificial intelligence techniques that can be used in location-based applications of artificial intelligence by learning the concept of artificial intelligence under a correct hierarchy and classification by experts in the field of space and location(Cengiz Y. E., Ernst F. B., 2022). In this study, first of all, clear definitions of artificial intelligence techniques were made under a correct and understandable hierarchy. Afterwards, within this definition, a spatial overview of the artificial intelligence techniques that can be used in applications based on space and location was made, and an example application was made using one of these techniques.

Author

Yunus Emre Cengiz

How to Cite

Yunus Emre Cengiz (Master Thesis). Geospatial analysises by using artificial intelligence techniques, 2023, Harran University.

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