122 lines
6.5 KiB
HTML
122 lines
6.5 KiB
HTML
{% include 'header.html' %}
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<!-- Begin Page Content -->
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<div class="container-fluid">
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<!-- Page Heading -->
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<div class="d-sm-flex align-items-center justify-content-between mb-4">
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<h1 class="h3 mb-0 text-gray-800">Tentang</h1>
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</div>
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<!-- Content Row -->
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<div class="row">
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<div class="col-lg-4">
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<!-- Basic Card Example -->
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<div class="card shadow mb-4">
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<div class="card-header py-3">
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<h6 class="m-0 font-weight-bold text-primary text-center">Profil</h6>
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</div>
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<div class="card-body">
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<img src="{{ url_for('static', filename='img/Logo POLIJE (Warna).png') }}"
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class="img-fluid rounded mx-auto d-block" width="150px" alt="Responsive image">
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<br>
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<form>
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<div class="form-group row">
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<label for="staticEmail" class="col-sm-4 col-form-label">Nim</label>
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<div class="col-sm-10">
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<input type="text" readonly class="form-control-plaintext" id="staticEmail"
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value="E41200710">
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</div>
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</div>
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<div class="form-group row">
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<label for="staticEmail" class="col-sm-4 col-form-label">Nama</label>
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<div class="col-sm-10">
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<input type="text" readonly class="form-control-plaintext" id="staticEmail"
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value="Achmad Taufiq Hidayat">
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</div>
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</div>
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</form>
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</div>
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</div>
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</div>
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<div class="col-lg-8">
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<!-- Basic Card Example -->
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<div class="card shadow mb-3">
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<div class="card-header py-3">
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<h6 class="m-0 font-weight-bold text-primary">Ringkasan</h6>
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</div>
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<div class="card-body text-justify">
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Social media serves as a platform for individuals to express themselves in response to widely
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discussed topics. Each expression on social media undoubtedly represents an opinion that typically
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cannot be channeled through conventional media such as newspapers or television. An example
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highlighted in this research is the public opinion regarding the ratification of the health bill
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into the Health Law on Tuesday, July 11, 2023, which contents are considered detrimental to
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healthcare workers in Indonesia. The aspects of the Health Law that have become the focus and
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controversy for some are the eased regulations for foreign doctors, concerns over the
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criminalization of healthcare workers, mandatory spending, and the medical council being accountable
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to the minister. The enactment of this Health Law has triggered responses and reactions from the
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public on social media to participate and contribute their opinions. Some people believe that the
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government's decision to ratify the law is good, while others think it is not beneficial for the
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healthcare sector. Therefore, the author conducted research related to the sentiment analysis of the
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public opinion on the ratification of the Health Law using the Naive Bayes method to determine
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whether the majority of opinions are pro, contra, or neutral. In this study, the author collected
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tweet data from social media X (Twitter) with a clean data yield of 1,182 entries. The obtained data
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were then preprocessed and labeled. Subsequently, the data were weighted using TF-IDF calculations.
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Based on the research results, with comparisons of 90:10, 80:20, 70:30, and 60:40, the highest
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accuracy was achieved with a training and testing data ratio of 70:30, yielding an accuracy and
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positive values for precision, recall, and F1-score of 58.87%, 57.53%, 98.45%, and 72.62%,
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respectively.
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Keywords: Classification, Sentiment Analysis, Health Law, Naive Bayes.
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</div>
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</div>
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<!-- <div class="card shadow mb-4">
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<div class="card-header py-3">
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<h6 class="m-0 font-weight-bold text-primary">Find Me</h6>
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</div>
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<div class="card-body text-justify">
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<a href="https://www.facebook.com/mralfarez404/" class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-facebook-f"></i>
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</a>
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<a href="https://muhammadrifkyalfarez.blogspot.com" class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-blogger"></i>
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</a>
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<a href="https://www.instagram.com/mr.alfarez/" class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-instagram"></i>
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</a>
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<a href="https://twitter.com/mralfarez" class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-twitter"></i>
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</a>
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<a href="https://www.youtube.com/channel/UC4EKJsb9KrSV9l888oJjW3w"
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class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-youtube"></i>
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</a>
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<a href="https://github.com/farezsyx" class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-github"></i>
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</a>
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<a href="https://t.me/farezsyx" class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-telegram"></i>
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</a>
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<a href="https://wa.me/6281251831405" class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-whatsapp"></i>
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</a>
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<a href="https://www.linkedin.com/in/muhammad-rifky-alfarez/"
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class="btn btn-primary btn-circle btn-sm">
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<i class="fab fa-linkedin"></i>
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</a>
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</div>
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</div> -->
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</div>
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</div>
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</div>
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<!-- /.container-fluid -->
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{% include 'footer.html' %} |