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  <front>
    <journal-meta>
      <journal-id journal-id-type="issn">0000-0000</journal-id>
      <journal-title-group>
        <journal-title>TMP  Universal Journal of Law, Business, and Management</journal-title>
      </journal-title-group>
      <issn pub-type="epub">0000-0000</issn>
      <publisher>
        <publisher-name>Twisting Memoirs Publication</publisher-name>
      </publisher>
    </journal-meta>
    <article-meta>
      <article-id pub-id-type="doi">10.69557/4g9q1p21</article-id>
      <title-group>
        <article-title>PREDICTIVE ANALYSIS IN FINANCE: HARNESSING AI FOR MARKET FORCASTING</article-title>
      </title-group>
      <contrib-group>
        <contrib contrib-type="author">
          <name>
            <surname>Fatima</surname>
            <given-names>Sakina </given-names>
          </name>
        </contrib>
      </contrib-group>
      <pub-date publication-format="electronic" date-type="pub" iso-8601-date="2025-04-14">
        <day>14</day>
        <month>04</month>
        <year>2025</year>
      </pub-date>
      <volume>1</volume>
      <issue>1</issue>
      <permissions>
        <copyright-statement>Copyright © 2025 TMP  Universal Journal of Law, Business, and Management</copyright-statement>
        <copyright-year>2025</copyright-year>
        <license license-type="open-access" xlink:href="https://creativecommons.org/licenses/by/4.0">
          <license-p>This is an open access article distributed under the terms of the Creative Commons Attribution 4.0 International License which permits unrestricted use, sharing, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made.
            <uri xlink:href="https://creativecommons.org/licenses/by/4.0">https://creativecommons.org/licenses/by/4.0</uri></license-p>
        </license>
      </permissions>
      <self-uri xlink:href="https://ujlbm.twistingmemoirs.com/index.php/tmpujlbm/article/view/8"/>
      <abstract>
        <p>Predictive analysis has become vigorous tool in finance, significantly enhancing market forecasting &amp;amp; helping stakeholders make more precise, data-driven decisions. With rise of AI, predominantly in fields of ML &amp;amp; data science, financial institutions can now analyze large volumes of historical &amp;amp; real-time data to predict market trends, stock prices, &amp;amp; economic patterns. This paper explores influence of AI on finance, focusing on techniques, use cases, &amp;amp; trials elaborated in applying predictive analysis to forecast financial markets. It provides concise overview of AI's transformative role in finance, with predictive analysis emerging as revolutionary approach to market forecasting.</p>
      </abstract>
      <kwd-group>
        <title>Keywords</title>
        <kwd>Predictive analysis</kwd>
        <kwd>AI in finance</kwd>
        <kwd>machine learning</kwd>
        <kwd>market forecasting</kwd>
        <kwd>fiscal markets</kwd>
        <kwd>stock prediction</kwd>
      </kwd-group>
    </article-meta>
  </front>
</article>
