Conference material: "Scientific service & Internet: proceedings of the 21th All-Russian Scientific Conference (September 23-28, 2019, Novorossiysk)"
Authors:Prokudin D.E., Levit G.S.
Methods of GEODATA Visualization Extracted from Unstructured Digital Data in Scientific Research
Abstract:
The aim of the research is to study the use of methods of geodata visualization extracted from the metadata of scientific publications for use in scientific research on the example of the scientific heritage of Georgy Gause. It is based on the results of case studies to assess the possibilities of digital information resources, metadata extraction from digital resources and the use of methods for their quantitative processing. We have studied methods of extracting metadata from digital information systems that do not have export tools. Our concentration is on methods and technologies of geodata extraction and their subsequent visualization are considered. There are considered and applied the methods of a dynamic clustering of geodata markers. Based on the visualization of the geodata, we made interpretation of the results. The possibility of using extracted metadata in scientific visualization systems that support standard formats is evaluated.
Keywords:
Scientific information, Digital Information Resources, Metadata Extraction, Geodata Extraction, Geodata Visualization, Dynamic Clasterization, Digital Scientific Heritage, Georgy F. Gause
