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index.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<meta name="description" content="">
<meta name="author" content="">
<title>Team 24 - Home</title>
<!-- Bootstrap core CSS -->
<link href="vendor/bootstrap/css/bootstrap.min.css" rel="stylesheet">
<!-- Custom fonts for this template -->
<link href="vendor/fontawesome-free/css/all.min.css" rel="stylesheet" type="text/css">
<link href='https://fonts.googleapis.com/css?family=Lora:400,700,400italic,700italic' rel='stylesheet'
type='text/css'>
<link href='https://fonts.googleapis.com/css?family=Open+Sans:300italic,400italic,600italic,700italic,800italic,400,300,600,700,800'
rel='stylesheet' type='text/css'>
<!-- Custom styles for this template -->
<link href="css/clean-blog.css" rel="stylesheet">
</head>
<body>
<nav class="navbar navbar-expand-lg navbar-light fixed-top" id="mainNav">
<div class="container">
<a class="navbar-brand" href="index.html">Review Analysis</a>
<button class="navbar-toggler navbar-toggler-right" type="button" data-toggle="collapse"
data-target="#navbarResponsive" aria-controls="navbarResponsive" aria-expanded="false"
aria-label="Toggle navigation">
Menu
<i class="fas fa-bars"></i>
</button>
<div class="collapse navbar-collapse" id="navbarResponsive">
<ul class="navbar-nav ml-auto">
<li class="nav-item">
<a class="nav-link" href="index.html">Home</a>
</li>
<li class="nav-item">
<a class="nav-link" href="html/posts/requirements.html">Requirements</a>
</li>
<li class="nav-item">
<a class="nav-link" href="html/posts/research.html">Research</a>
</li>
<li class="nav-item">
<a class="nav-link" href="html/posts/algorithms.html">Algorithms</a>
</li>
<li class="nav-item">
<a class="nav-link" href="html/posts/design.html">Design</a>
</li>
<li class="nav-item">
<a class="nav-link" href="html/posts/testing.html">Testing</a>
</li>
<li class="nav-item">
<a class="nav-link" href="html/posts/evaluation.html">Evaluation</a>
</li>
<li class="nav-item">
<a class="nav-link" href="html/posts/management.html">Management</a>
</li>
</ul>
</div>
</div>
</nav>
<!-- Page Header -->
<header class="masthead" style="background-image: url('img/post-bg.jpg')">
<div class="overlay"></div>
<div class="container">
<div class="row">
<div class="col-lg-8 col-md-10 mx-auto">
<div class="site-heading">
<h1>Ocado Review Analysis System</h1>
<h2 class="subheading">COMP0016 Team 24</h2>
</div>
</div>
</div>
</div>
</header>
<!-- Main Content -->
<article>
<div class="container">
<div class="row">
<div class="col-lg-8 col-md-10 mx-auto">
<h2 class="section-heading">Abstract</h2>
<p>Reviews are essential for any company’s improvement and growth, but some of them may not be very
useful and as the number increases they can be very hard to manage. For this project, we work with
Ocado research team to develop a Machine Learning model that is capable of applying Natural Language
Processing (NLP) techniques, analysing the review text and predicting the rating and helpfulness of
this particular review. It can help to clean the unhelpful reviews, correct the reviews that are
tagged with wrong ratings, and will produce some useful methodology and learning patterns for the
research team.</p>
<iframe width="877" height="580" src="https://www.youtube.com/embed/4ycX2KMUQQA" frameborder="0"
allow="accelerometer; autoplay; encrypted-media; gyroscope; picture-in-picture" allowfullscreen></iframe>
<h2 class="section-heading">Key Features</h2>
<ol>
<li>Supervised learning model that improves by feeding in example data with correct answers.</li>
<li>Use NLP to process reviews.</li>
<li>Can predict the rating and helpfulness based on the text of the review.</li>
<li>Written in Python.</li>
</ol>
<h2 class="section-heading">Development Team</h2>
<p style="line-height: 2"><img src="img/kryz.jpg" alt="Krzysztof Kozinski"
style="float:left;width:60px;height:70px;">
Krzysztof Kozinski (Team leader, programmer)
<a href="https://www.facebook.com/krzysztof.kozinski.16">
<span class="fa-stack fa-lg">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fab fa-facebook fa-stack-1x fa-inverse"></i>
</span>
</a>
</p>
<p style="line-height: 2"><img src="img/walter.jpg" alt="Walter Wu"
style="float:left;width:70px;height:70px;">
Walter Wu (Main programmer, website editor)
<a href="https://www.facebook.com/tianhao.wu.50596">
<span class="fa-stack fa-lg">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fab fa-facebook fa-stack-1x fa-inverse"></i>
</span>
</a>
</p>
<p style="line-height: 2"><img src="img/rui.jpg" alt="Rui Chen"
style="float:left;width:70px;height:70px;">
Rui Chen (Programmer, poster editor)
<a href="https://www.facebook.com/rui.chen.1806253">
<span class="fa-stack fa-lg">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fab fa-facebook fa-stack-1x fa-inverse"></i>
</span>
</a>
</p>
</div>
</div>
</div>
</article>
<div class="container">
<div class="row">
<div class="col-lg-8 col-md-10 mx-auto">
<!--<div class="post-preview">-->
<!--<a href="html/posts/requirements.html">-->
<!--<h2 class="post-title">-->
<!--Requirements-->
<!--</h2>-->
<!--<h3 class="post-subtitle">-->
<!--The requirements of this project. Including MoSCoW list, persona etc.-->
<!--</h3>-->
<!--</a>-->
<!--<p class="post-meta">21/12/2018</p>-->
<!--</div>-->
<!--<div class="post-preview">-->
<!--<a href="html/posts/research.html">-->
<!--<h2 class="post-title">-->
<!--Research-->
<!--</h2>-->
<!--<h3 class="post-subtitle">-->
<!--The research we've done for this project-->
<!--</h3>-->
<!--</a>-->
<!--<p class="post-meta">30/12/2018</p>-->
<!--</div>-->
<!--<p>Due to the speciality of our project, we won't have a HCI section</p>-->
<!--<p>We have confirmed with and acquired permission from our teacher</p>-->
<!--<div class="post-preview">-->
<!--<a href="html/posts/prototype.html">-->
<!--<h2 class="post-title">-->
<!--Prototype-->
<!--</h2>-->
<!--<h3 class="post-subtitle">-->
<!--The implementation of our first prototype-->
<!--</h3>-->
<!--</a>-->
<!--<p class="post-meta">2/1/2019</p>-->
<!--</div>-->
<p>Bootstrap Template from: https://github.com/BlackrockDigital/startbootstrap-clean-blog</p>
</div>
</div>
</div>
<hr>
<!-- Footer -->
<footer>
<div class="container">
<div class="row">
<div class="col-lg-8 col-md-10 mx-auto">
<ul class="list-inline text-center">
<!--<li class="list-inline-item">-->
<!--<a href="#">-->
<!--<span class="fa-stack fa-lg">-->
<!--<i class="fas fa-circle fa-stack-2x"></i>-->
<!--<i class="fab fa-twitter fa-stack-1x fa-inverse"></i>-->
<!--</span>-->
<!--</a>-->
<!--</li>-->
<!--<li class="list-inline-item">-->
<!--<a href="#">-->
<!--<span class="fa-stack fa-lg">-->
<!--<i class="fas fa-circle fa-stack-2x"></i>-->
<!--<i class="fab fa-facebook-f fa-stack-1x fa-inverse"></i>-->
<!--</span>-->
<!--</a>-->
<!--</li>-->
<li class="list-inline-item">
<a href="https://github.com/ChikamaYan/comp0016-team24-ocado-review-analysis">
<span class="fa-stack fa-lg">
<i class="fas fa-circle fa-stack-2x"></i>
<i class="fab fa-github fa-stack-1x fa-inverse"></i>
</span>
</a>
</li>
</ul>
<!--<p class="copyright text-muted">Copyright © Your Website 2018</p>-->
</div>
</div>
</div>
</footer>
<!-- Bootstrap core JavaScript -->
<script src="vendor/jquery/jquery.min.js"></script>
<script src="vendor/bootstrap/js/bootstrap.bundle.min.js"></script>
<!-- Custom scripts for this template -->
<script src="js/clean-blog.min.js"></script>
</body>
</html>