A Survey on Visual Analysis Approaches for Financial Data

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dc.contributor.authorKo, Sungahnen_US
dc.contributor.authorCho, Isaacen_US
dc.contributor.authorAfzal, Shehzaden_US
dc.contributor.authorYau, Calvinen_US
dc.contributor.authorChae, Junghoonen_US
dc.contributor.authorMalik, Abishen_US
dc.contributor.authorBeck, Kaetheen_US
dc.contributor.authorJang, Yunen_US
dc.contributor.authorRibarsky, Williamen_US
dc.contributor.authorEbert, David S.en_US
dc.contributor.editorRoss Maciejewski and Timo Ropinski and Anna Vilanovaen_US
dc.date.accessioned2016-06-09T09:42:56Z
dc.date.available2016-06-09T09:42:56Z
dc.date.issued2016en_US
dc.description.abstractMarket participants and businesses have made tremendous efforts to make the best decisions in a timely manner under varying economic and business circumstances. As such, decision-making processes based on financial data have been a popular topic in industries. However, analyzing financial data is a non-trivial task due to large volume, diversity and complexity, and this has led to rapid research and development of visualizations and visual analytics systems for financial data exploration. Often, the development of such systems requires researchers to collaborate with financial domain experts to better extract requirements and challenges in their tasks. Work to systematically study and gather the task requirements and to acquire an overview of existing visualizations and visual analytics systems that have been applied in financial domains with respect to real-world data sets has not been completed. To this end, we perform a comprehensive survey of visualizations and visual analytics. In this work, we categorize financial systems in terms of data sources, applied automated techniques, visualization techniques, interaction, and evaluation methods. For the categorization and characterization, we utilize existing taxonomies of visualization and interaction. In addition, we present task requirements extracted from interviews with domain experts in order to help researchers design better systems with detailed goals.en_US
dc.description.documenttypestar
dc.description.number3en_US
dc.description.sectionheadersApplicationsen_US
dc.description.seriesinformationComputer Graphics Forumen_US
dc.description.volume35en_US
dc.identifier.doi10.1111/cgf.12931en_US
dc.identifier.issn1467-8659en_US
dc.identifier.pages599-617en_US
dc.identifier.urihttps://diglib.eg.org:443/handle/10
dc.identifier.urihttps://doi.org/10.1111/cgf.12931en_US
dc.publisherThe Eurographics Association and John Wiley & Sons Ltd.en_US
dc.subjectDocument types [General and reference]en_US
dc.subjectSurveys and overviewsen_US
dc.titleA Survey on Visual Analysis Approaches for Financial Dataen_US
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