Methodology of Analysis of Similar Objects with the Use of Modern Visualization Tools

Tretyakov, E. V.; Tukumbetova, Rufina; Artamonov, Alexey

doi:10.1007/978-3-030-33491-8_13

Cited by 2 publications

(2 citation statements)

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“…With existing software it is rarely possible to construct large graphs or have the ability to interact. However, with the correct construction, graphs enable a qualitative data analysis and identify both explicit and hidden relationships [2][3][4].…”

Section: Data Collection and Processingmentioning

confidence: 99%

Visualization of Graph-based representations for analyzing related multidimensional objects

Ulizko¹,

Antonov²,

Artamonov³

et al. 2020

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The paper considers the task of analyzing complex interconnected objects using graphs. The subject of the research is such multidimensional object as a "politician". The paper presents the main methods of visualizing multidimensional data and the choice of data analysis is justified using graphs. An algorithm that enables to automate data collection on politicians was developed. One of the main methods of data collecting on the Internet is web scraping. Web scraping software may access the World Wide Web directly using the HTTP, or through a web browser. While web scraping can be done manually by a software user, the term typically refers to automated processes implemented using a software agent. The process of transition from an object of the "personality" type to its graph representation with various types of nodes and edges is described. The use of graphs enables to see various types of relationships, including mediate. The features of the used Gephi software for data analysis are presented. This methodology enables to change the attitude towards the analysis of multidimensional objects.

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Section: Data Collection and Processingmentioning

confidence: 99%

Visualization of Graph-based representations for analyzing related multidimensional objects

Ulizko¹,

Antonov²,

Artamonov³

et al. 2020

View full text Add to dashboard Cite

show abstract

“…With existing software it is rarely possible to construct large graphs or have the ability to interact. However, with the correct construction, the graphs enables a qualitative data analysis and identify both explicit and hidden relationships [2][3][4].…”

mentioning

confidence: 99%

Graph Visualization of the Characteristics of Complex Objects on the Example of the Analysis of Politicians

Ulizko¹,

Antonov²,

Artamonov

et al. 2020

Proceedings of the 30th International Conference on Computer Graphics and Machine Vision (GraphiCon 2020). Part 2

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The paper considers the task of analyzing complex interconnected objects using graph construction. There is no unified tool for constructing graphs. Some solutions can build graphs limited by the number of nodes, while others do not visually display data. The Gephi application was used to construct graphs for the research. Gephi has great functionality for building and analyzing graphs. The subject of research is a politician with a certain set of characteristics. In the paper an algorithm that enables to automate data collection on politicians was developed. One of the main methods of data collecting on the Internet is web scraping. Web scraping software may access the World Wide Web directly using the HTTP, or through a web browser. While web scraping can be done manually by a software user, the term typically refers to automated processes implemented using a software agent. The data was necessary for constructing graphs and their analysis. The use of graphs enables to see various types of relationships, including mediate. This methodology enables to change the attitude towards the analysis of multidi-mensional objects.

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Methodology of Analysis of Similar Objects with the Use of Modern Visualization Tools

Cited by 2 publications

References 1 publication

Visualization of Graph-based representations for analyzing related multidimensional objects

Visualization of Graph-based representations for analyzing related multidimensional objects

Graph Visualization of the Characteristics of Complex Objects on the Example of the Analysis of Politicians

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