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<article xsi:noNamespaceSchemaLocation="http://jats.nlm.nih.gov/publishing/1.1/xsd/JATS-journalpublishing1-mathml3.xsd" dtd-version="1.1" xmlns:xlink="http://www.w3.org/1999/xlink" xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"><front><journal-meta><journal-id journal-id-type="publisher-id">JERA</journal-id><journal-title-group><journal-title>Journal of Electronic Research and Application</journal-title></journal-title-group><issn>2208-3502</issn><eissn>2208-3510</eissn><publisher><publisher-name>Bio-Byword Scientific Publishing Pty. Ltd.</publisher-name></publisher></journal-meta><article-meta><article-id pub-id-type="doi">10.26689/jera.v9i2.10087</article-id><article-categories><subj-group subj-group-type="heading"><subject>Article</subject></subj-group></article-categories><title>Research on the Development Strategies of Real-time Data Analysis and Decision-support Systems</title><url>https://artdesignp.com/journal/JERA/9/2/10.26689/jera.v9i2.10087</url><author>TangWei</author><pub-date pub-type="publication-year"><year>2025</year></pub-date><volume>9</volume><issue>2</issue><history><date date-type="pub"><published-time>2025-04-03</published-time></date></history><abstract>With the advent of the big data era, real-time data analysis and decision-support systems have been recognized as essential tools for enhancing enterprise competitiveness and optimizing the decision-making process. This study aims to explore the development strategies of real-time data analysis and decision-support systems, and analyze their application status and future development trends in various industries. The article first reviews the basic concepts and importance of real-time data analysis and decision-support systems, and then discusses in detail the key technical aspects such as system architecture, data collection and processing, analysis methods, and visualization techniques.</abstract><keywords/></article-meta></front><body/><back><ref-list><ref id="B1" content-type="article"><label>1</label><element-citation publication-type="journal"><p>Yuan L, 2023, The Development of Sports Data Analysis and Sports Decision-Support Systems. 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