Visual Data Models in Scientific Search for Interpretation of Multiparametric Signals

Visual Data Models in Scientific Search for Interpretation of Multiparametric Signals

Detalles Bibliográficos
Parent link:Communications in Computer and Information Science.— .— Cham: Springer-Verlag
Vol. 1909 : Creativity in Intelligent Technologies and Data Science.— 2023.— P. 117-130
Autor Principal: Zakharova A. A. Alena Alexandrovna
Autor Corporativo: National Research Tomsk Polytechnic University
Outros autores: Shklyar A. V. Aleksey Viktorovich, Vehter E. V. Eugeniya Viktorovna
Summary:Title screen
Modern visualization methods are used to convey information about an object or process and as a tool for search and decision-making process. Data and signals, in analog and digital form, are only valuable if they are analyzed for a specific goal. In this work we etablish the classification of visualization tasks from the point of analyzing heterogeneous multidimensional data, including the case when at the initial stage it is required to formulate a research hypothesis. A classification of visualization metaphors is presented, which is necessary for a conscious choice of tools for visualization and data analysis. This is important for understanding and managing the interpretability of information, the formation of the correct meaning and operational understanding. We demonstrate examples of static and dynamic models of visualization. Based on the semantic model and proposed classification, the principles of visual metaphors formation for solving several applied tasks in various fields of knowledge (oil and gas production, biomedicine, materials science, education, management, etc.) are formulated.
Текстовый файл
AM_Agreement
Publicado: 2023
Subjects:
электронный ресурс
труды учёных ТПУ
visual metaphor
scientific visualization
heterogeneous data analysis
Acceso en liña:https://doi.org/10.1007/978-3-031-44615-3_8
Formato: Electrónico Capítulo de libro
KOHA link:https://koha.lib.tpu.ru/cgi-bin/koha/opac-detail.pl?biblionumber=672782

Títulos similares

Títulos similares