Visual analysis of temporal data associated with cryptocurrencies

Cryptocurrencies have emerged as a novel and dynamic asset class in the financial landscape, attracting significant attention from investors and researchers alike. As the popularity and diversity of cryptocurrencies continue to grow, there is an increasing need to analyze and understand the temporal...

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Autores principales: Barrionuevo, Mercedes, Ganuza, María Luján
Formato: Objeto de conferencia
Lenguaje:Inglés
Publicado: 2023
Materias:
Ciencias Informáticas
Visualization
Temporal Data Visualization
Cryptocurrencies
Visual Data Analysis
Acceso en línea:http://sedici.unlp.edu.ar/handle/10915/164890
Aporte de:
SEDICI (UNLP) de Universidad Nacional de La Plata
id I19-R120-10915-164890
record_format dspace
spelling I19-R120-10915-1648902024-04-16T20:02:50Z http://sedici.unlp.edu.ar/handle/10915/164890 Visual analysis of temporal data associated with cryptocurrencies Barrionuevo, Mercedes Ganuza, María Luján 2023-10 2024 2024-04-16T15:08:21Z en Ciencias Informáticas Visualization Temporal Data Visualization Cryptocurrencies Visual Data Analysis Cryptocurrencies have emerged as a novel and dynamic asset class in the financial landscape, attracting significant attention from investors and researchers alike. As the popularity and diversity of cryptocurrencies continue to grow, there is an increasing need to analyze and understand the temporal dynamics and patterns within their data. Therefore, the treatment of such data involves the application of a wide range of tools for analysis and exploration, including different visualization techniques. In this paper, we present CryptoVisualizer, an integral visual analysis tool for temporal data associated with cryptocurrencies. Our proposal integrates different visualization methods and interactions to empower users in exploring and understanding temporal patterns, trends, and relationships in cryptocurrency markets. Red de Universidades con Carreras en Informática Objeto de conferencia Objeto de conferencia http://creativecommons.org/licenses/by-nc-sa/4.0/ Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International (CC BY-NC-SA 4.0) application/pdf 160-169
institution Universidad Nacional de La Plata
institution_str I-19
repository_str R-120
collection SEDICI (UNLP)
language Inglés
topic Ciencias Informáticas
Visualization
Temporal Data Visualization
Cryptocurrencies
Visual Data Analysis
spellingShingle Ciencias Informáticas
Visualization
Temporal Data Visualization
Cryptocurrencies
Visual Data Analysis
Barrionuevo, Mercedes
Ganuza, María Luján
Visual analysis of temporal data associated with cryptocurrencies
topic_facet Ciencias Informáticas
Visualization
Temporal Data Visualization
Cryptocurrencies
Visual Data Analysis
description Cryptocurrencies have emerged as a novel and dynamic asset class in the financial landscape, attracting significant attention from investors and researchers alike. As the popularity and diversity of cryptocurrencies continue to grow, there is an increasing need to analyze and understand the temporal dynamics and patterns within their data. Therefore, the treatment of such data involves the application of a wide range of tools for analysis and exploration, including different visualization techniques. In this paper, we present CryptoVisualizer, an integral visual analysis tool for temporal data associated with cryptocurrencies. Our proposal integrates different visualization methods and interactions to empower users in exploring and understanding temporal patterns, trends, and relationships in cryptocurrency markets.
format Objeto de conferencia
Objeto de conferencia
author Barrionuevo, Mercedes
Ganuza, María Luján
author_facet Barrionuevo, Mercedes
Ganuza, María Luján
author_sort Barrionuevo, Mercedes
title Visual analysis of temporal data associated with cryptocurrencies
title_short Visual analysis of temporal data associated with cryptocurrencies
title_full Visual analysis of temporal data associated with cryptocurrencies
title_fullStr Visual analysis of temporal data associated with cryptocurrencies
title_full_unstemmed Visual analysis of temporal data associated with cryptocurrencies
title_sort visual analysis of temporal data associated with cryptocurrencies
publishDate 2023
url http://sedici.unlp.edu.ar/handle/10915/164890
work_keys_str_mv AT barrionuevomercedes visualanalysisoftemporaldataassociatedwithcryptocurrencies
AT ganuzamarialujan visualanalysisoftemporaldataassociatedwithcryptocurrencies
_version_ 1807222940239921152

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