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ev-charging-station.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta content="width=device-width, initial-scale=1.0" name="viewport">
<title>Portfolio Details - Personal Bootstrap Template</title>
<meta content="" name="description">
<meta content="" name="keywords">
<!-- Favicons -->
<link href="assets/img/favicon.png" rel="icon">
<link href="assets/img/apple-touch-icon.png" rel="apple-touch-icon">
<!-- Google Fonts -->
<link href="https://fonts.googleapis.com/css?family=Open+Sans:300,300i,400,400i,600,600i,700,700i|Raleway:300,300i,400,400i,500,500i,600,600i,700,700i|Poppins:300,300i,400,400i,500,500i,600,600i,700,700i" rel="stylesheet">
<!-- Vendor CSS Files -->
<link href="assets/vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<link href="assets/vendor/bootstrap-icons/bootstrap-icons.css" rel="stylesheet">
<link href="assets/vendor/boxicons/css/boxicons.min.css" rel="stylesheet">
<link href="assets/vendor/glightbox/css/glightbox.min.css" rel="stylesheet">
<link href="assets/vendor/remixicon/remixicon.css" rel="stylesheet">
<link href="assets/vendor/swiper/swiper-bundle.min.css" rel="stylesheet">
<!-- Template Main CSS File -->
<link href="assets/css/style.css" rel="stylesheet">
</head>
<body>
<main id="main">
<!-- ======= Portfolio Details ======= -->
<div id="portfolio-details" class="portfolio-details">
<div class="container">
<div class="row">
<div class="col-lg-8">
<h2 class="portfolio-title">EV Charging Station Recommendation System</h2>
<div class="portfolio-details-slider swiper">
<div class="swiper-wrapper align-items-center">
<div class="swiper-slide">
<img src="assets/img/portfolio/portfolio-details-1.jpg" alt="">
</div>
<div class="swiper-slide">
<img src="assets/img/portfolio/portfolio-details-2.jpg" alt="">
</div>
<div class="swiper-slide">
<img src="assets/img/portfolio/portfolio-details-3.jpg" alt="">
</div>
</div>
<div class="swiper-pagination"></div>
</div>
</div>
<div class="col-lg-4 portfolio-info">
<h3>Project information</h3>
<ul>
<li><strong>Category</strong>: Information Retrieval</li>
<!-- <li><strong>Client</strong>: ASU Company</li> -->
<li><strong>Project date</strong>: Sept. 2023 - Dec. 2023</li>
<!-- <li><strong>Project URL</strong>: <a href="#">www.example.com</a></li> -->
</ul>
<p>
Our project aims to build a recommendation system for electric vehicle charging stations.
The envisioned engine would integrate factors including access status, number and type of plugs and pricing,
among other information. Given the user predefined information, such as the vehicle model, payment method or
charging speed preference, our system would recommend the most feasible charging station nearby with the best
charging experience.
</p>
<p>
The data sources we use for this project come from the National Renewable Energy Laboratory (NREL)'s
developer network API and reviews from Google Maps. WIth feature engineering with acquired data, we
would build and train our recommendation engine. Then, we propose assessing our recommendation system's
accuracy by comparing its results with baseline performance with basic algorithms and human performed
recommendation. The quantitative analysis of the ranking would be completed through metrics like MAP and NDCG.
</p>
</div>
</div>
</div>
</div><!-- End Portfolio Details -->
</main><!-- End #main -->
<!-- Vendor JS Files -->
<script src="assets/vendor/purecounter/purecounter_vanilla.js"></script>
<script src="assets/vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
<script src="assets/vendor/glightbox/js/glightbox.min.js"></script>
<script src="assets/vendor/isotope-layout/isotope.pkgd.min.js"></script>
<script src="assets/vendor/swiper/swiper-bundle.min.js"></script>
<script src="assets/vendor/waypoints/noframework.waypoints.js"></script>
<script src="assets/vendor/php-email-form/validate.js"></script>
<!-- Template Main JS File -->
<script src="assets/js/main.js"></script>
</body>
</html>