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2nd International Conference on Managing Value, Supply Chains and Public Sector Information Technology (MVSCIT 2024)
<!Doctype html> <html lang="en"> <head> <meta charset="UTF-8"> <meta http-equiv="X-UA-Compatible" content="id=edge"> <title>2nd International Conference on Managing Value, Supply Chains and Public Sector Information Technology (MVSCIT 2024)</title> <link rel="icon" type="image/png" sizes="96x96" href="images/logo.png"> <link rel="stylesheet" href="https://maxcdn.bootstrapcdn.com/font-awesome/4.7.0/css/font-awesome.min.css"> <link rel="stylesheet" href="bootstrap.css"> <link rel="stylesheet" href="style.css"> </head> <body id="home"> <nav class="navbar navbar-expand-md bg-dark navbar-primary fixed-top"> <div class="container"> <button class="navbar-toggler" data-toggle="collapse" data-target="#navbarCollapse"><span class="navbar-toggler-icon"></span>Menu</button> <a class="navbar-brand"><img src="images/logo.png" width="100px" height="40px" type="image/png" alt="brand-logo"></a> <div class="collapse navbar-collapse" id="navbarCollapse"> <ul class="navbar-nav ml-auto"> <li class="nav-item"> <a href="index" class="nav-link">Home</a> </li> <li class="nav-item"> <a href="papersubmission" class="nav-link">Paper Submission</a> </li> <li class="nav-item"> <a href="committee" class="nav-link">Program Committee</a> </li> <li class="nav-item"> <a href="papers" class="nav-link active">Accepted Papers</a> </li> <li class="nav-item"> <a href="contact" class="nav-link">Contact Us</a> </li> </ul> </div> </div> </nav> <!-- Home Page /--> <header id="home-section"> <div class="dark-overlay"> <div class="home-inner"> <div class="container"> <div class="row"> <div class="col-xs-12 col-sm-10 col-md-10 col-lg-8 d-block bg-primary"> <h1 class="text-light p-2">2<sup>nd</sup> International Conference on Managing Value, Supply Chains and Public Sector Information Technology (MVSCIT 2024)</h1> <h4 align="center">September 13- 14, 2024, Virtual Conference</h4> </div> </div> </div> </div> </div> </header> <!-- Scope section /--> <!-- Scope & Topic Section /--> <section id="scope-section" class="bg-light text-dark py-5"> <div class="container"> <div class="row"> <div class="col-md8 text-justify"> <h3 class="text-secondary2 text-center display4">Accepted Papers</h3><br> <h6 style="color:black;font-family:classic wide,sans-cserif;font-size:20px"><b>Facilitating Stock Recommendations Through Sentiment Analysis</b></h6> <p style="color:black;text-align:justify;font-size: 15px;">Shlok Bhura, Tanish Bhilare, Rylan Nathan Lewis and Dr. Kavita Kelkar, Department of Computer Engineering, K.J. Somaiya College of Engineering, Mumbai, India </p> <h6 style="color:black;font-family:classic wide,sans-serif;"><b>ABSTRACT</b></h6> <p style="color:black;text-align:justify;">Sentiment analysis is a relatively new method of stock recommendation that assesses news articles, social media feeds, and other information sources to ascertain investor sentiment towards a particular stock using machine learning and natural language processing. The model suggests whether to buy, hold, or sell the stock based on sentiment analysis. By emphasising trends and patterns in investor sentiment, the objective is to give investors insightful information that can help their decision-making. Several methods, including Decision Trees, Random Forests, Logistic Regression, and Gradient Boosting, were implemented to find the most accurate sentiment analysis model. With an accuracy score of 85.02% among all, the Random Forest model came out as the most appropriate. </p> <h6 style="color:black;font-family:classic wide,sans-serif;"><b>Keywords</b></h6> <p style="color:black;text-align:justify;">Tokenization, Stocks, Sentiment Analysis, LSTM, YFinance, Gradient Boosting, Decision Trees, Random Forests, Logistic Regression, Stock Market & TextBlob. </p> <br> </div> </div> </div> </section> <!-- Footer Section /--> <section id="footer-section" class="bg-dark text-light py-3 text-center"> <div class=""> <div class="container"> <div class="row"> <div class="card-body col-sm-6 col-md-4"> <h6>Contact Us</h6> <p><a href="mailto:mvscit@mvscit2024.org" class="text-white">mvscit@mvscit2024.org</a></p> </div> <div class="card-body col-sm-6 col-md-4 text-center"> <br> </div> <div class="card-body col-xs-6 col-sm-6 col-md-4 col-lg-3 col-xl-2 text-center"> <h6 class="header-h6">Follow Us</h6> <div> <a href="https://www.facebook.com/AIRCCPC" target="blank" class="fa fa-facebook" aria-hidden="true"></a> <a href="https://twitter.com/AIRCCFP" target="blank" class="fa fa-twitter" aria-hidden="true"></a> <a href="https://www.youtube.com/channel/UCzkuYvuKuNCIc3jbE52IeZg" target="blank" class="fa fa-youtube-play" aria-hidden="true"></a> </div> </div> </div> </div> </div> </section> <section class="copyright bg-dark text-light text-center py-3"> <div class="container-fluid"> <p>Copyright © MVSCIT 2024</p> </div> </section> <script src="jquery.min.js"></script> <script src="popper.min.js"></script> <script src="bootstrap.min.js"></script> </body> </html>