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All Journal Jurnal Masyarakat Informatika JOSINFO : Jurnal Online Sistem Informasi
Adhe Setya Pramayoga, Adhe Setya
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Computer Science & IT

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Pengembangan Hybrid Application Model pada Sistem Informasi Online (SION) STIKOM Bali Pramayoga, Adhe Setya; Naseer, Muchammad; Budi Adnyana, I Made
JOSINFO : Jurnal Online Sistem Informasi Vol 1, No 1 (2015)
Publisher : JOSINFO : Jurnal Online Sistem Informasi

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

SION (Sistem Informasi Online) merupakan sebuah perangkat lunak berbasis web yang dikembangkan oleh STIKOM Bali untuk membantu mahasiswa dalam memperoleh informasi akademik, keuangan, dan informasi-informasi lain yang berhubungan dengan perkuliahan di kampus. Informasi tersebut dapat dengan mudah diakses oleh para mahasiswa secara online melalui koneksi internet dengan mengarahkan browser mereka ke alamat web SION STIKOM Bali. Walau demikian, keadaan sistem SION STIKOM Bali saat ini belum dapat digunakan dengan maksimal jika diakses dari perangkat dengan ukuran layar yang kecil seperti smartphone ataupun tablet. Kurangnya responsibilitas dari desain web terhadap layar menyebabkan perlunya interaksi tambahan untuk mendapatkan informasi yang lebih mendetail. Banyaknya konten yang diunduh untuk mengakses sebuah informasi juga mempengaruhi penggunaan bandwidth berlebih yang seharusnya dapat diminimalisir. Hal ini dapat ditanggulangi dengan mengembangkan sebuah sistem dalam bentuk aplikasi hybrid pada perangkat mobile. Aplikasi hybrid yang dimaksud adalah aplikasi lintas platform yang ditulis sekali namun dapat di-compile ulang untuk platform lain tanpa mengubah struktur utamanya. Dengan demikian, antarmuka aplikasi SION STIKOM Bali akan tetap konsisten di setiap platform dengan tampilan yang lebih menarik, hemat bandwidth, dan informatif sehingga dapat memberikan kenyamanan dan kemudahan akses terhadap fitur-fitur di dalamnya. Kata kunci: aplikasi hybrid, STIKOM Bali, sistem informasi online, android, windows phone.                                                                                                          
An Ensemble-Based Approach for Detecting Clickbait in Indonesian Online Media Kurniawan, Sandy; Pramayoga, Adhe Setya; Ashari, Yeva Fadhilah
Jurnal Masyarakat Informatika Vol 16, No 1 (2025): May 2025
Publisher : Department of Informatics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jmasif.16.1.73115

Abstract

Clickbait headlines are widely used in online media to attract readers through exaggerated or misleading titles, potentially leading to user dissatisfaction and information overload. This study proposes a machine learning approach for detecting clickbait in Indonesian news headlines using classical classification models and ensemble learning. The dataset consists of labeled clickbait and non-clickbait headlines in Bahasa Indonesia, which were processed and represented using TF-IDF vectorization. Three base classifiers, Multinomial Naive Bayes, Logistic Regression, and Support Vector Machine, were integrated using soft voting and stacking ensemble methods. The experimental results indicate that the stacking ensemble model achieved the highest accuracy of 0.7728, while the voting ensemble recorded the best F1-score of 0.7080, outperforming individual classifiers. Despite these gains, the SVM model demonstrated the most substantial decline in accuracy after stopwords removal, dropping by 0.0410. These findings highlight the effectiveness of ensemble learning in enhancing clickbait detection performance and suggest potential for further optimization in model selection and integration strategies.
Applying the Scrum Method in Software Development for Undergraduate Thesis Project Implementation Ramadhan, Attaf Riski Putra; Waspada, Indra; Bahtiar, Nurdin; Pramayoga, Adhe Setya
Jurnal Masyarakat Informatika Vol 16, No 1 (2025): May 2025
Publisher : Department of Informatics, Universitas Diponegoro

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.14710/jmasif.16.1.73187

Abstract

The Scrum Method, as one of the frameworks within Agile-based software development, has become the de facto standard in industry practices. However, to date, there is no specific guideline or adaptation model that directs the application of Scrum in undergraduate thesis project settings, particularly within the Bachelor of Informatics Study Program at Diponegoro University. In this program, the final project is carried out individually by a student under the supervision of two academic advisors, forming a small team structure that differs from conventional Scrum configurations. This study proposes an adaptation model of the Scrum method for such a scenario, assigning the roles of Product Owner and Tester to the First Supervisor, Scrum Master and Tester to the Second Supervisor, and Developer as well as Assistant to the Student. The implementation of Scrum in this context facilitates structured communication between supervisors and the student, while also supporting flexibility in accommodating changing requirements throughout the development process. Moreover, active stakeholder involvement during the requirements gathering and Sprint Review stages contributes to the enhanced quality of the final deliverable. The project was executed over four sprints within a total of 40 working days, covering 13 product backlog and several derivative tasks. The findings indicate that adapting Scrum to the context of a final project enables timely project completion with outcomes that are academically and technically accountable.
Co-Authors Ashari, Yeva Fadhilah I Made Budi Adnyana, I Made Indra Waspada Kurniawan, Sandy Muchammad Naseer Nurdin Bahtiar Ramadhan, Attaf Riski Putra