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All Journal Jurnal Algoritma Jurnal Algoritma Malcom: Indonesian Journal of Machine Learning and Computer Science
Puspita, Evi
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Computer Science & IT

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Perancangan Sistem Informasi Bimbingan Skripsi Online (SIBIMO) dengan SCRUM Framework Roji, Fikri Fahru; Shiddieq, Diqy Fakhrun; Gusdiana, Ridian; Puspita, Evi
Jurnal Algoritma Vol 20 No 2 (2023): Jurnal Algoritma
Publisher : Institut Teknologi Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33364/algoritma/v.20-2.1459

Abstract

The development of technology and the internet has opened up opportunities for advances in information systems. In this context, the Online Thesis Guidance Information System (SIBIMO) is an efficient solution in the thesis guidance process in higher education. With the SCRUM method, SIBIMO allows students to submit thesis titles, interact with supervisors, and manage seminar and trial stages through a designed user interface. This methodology combines stages such as UI design, functionality testing, and progress evaluation. Testing each SIBIMO menu ensures the system is running as intended. SCRUM allows achieving development time targets and efficient adaptation at each iteration. This research concludes that SIBIMO, which was developed using the SCRUM method, was successful in designing an Information System that was carried out effectively and efficiently in managing the Online Tutoring Information System design process.
Pemodelan Topik pada Media Berita Online Menggunakan Latent Dirichlet Allocation (Studi Kasus Merek Somethinc): Topic Modeling on Online News Media Using Latent Diriclet Allocation (Case Study Somethinc Brand) Puspita, Evi; Shiddieq, Diqy Fakhrun; Roji, Fikri Fahru
MALCOM: Indonesian Journal of Machine Learning and Computer Science Vol. 4 No. 2 (2024): MALCOM April 2024
Publisher : Institut Riset dan Publikasi Indonesia

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.57152/malcom.v4i2.1204

Abstract

Somethinc merupakan salah satu merek kosmetik lokal di Indonesia yang aktif memanfaatkan media, seperti berita online untuk menyampaikan informasi terkini seputar merek. Dari banyaknya berita online mengenai merek Somethinc, sering kali topik dan tren yang sedang dibahas tidak menggambarkan informasi secara keseluruhan. Untuk menganalisis topik yang paling sering dibahas dalam berita online mengenai merek Somethinc, peneliti menggunakan metode topic modeling, yaitu Latent Dirichlet Allocation, yang dinilai lebih unggul dalam menghasilkan topik secara terstruktur. Penelitian ini memanfaatkan nilai coherence untuk menganalisis dan mengevaluasi jumlah topik terbaik, selanjutnya pendekatan human judgement digunakan untuk menginterpretasikan topik. Hasil analisis kemudian divisualisasikan secara interaktif menggunakan pyLDAvis, untuk mengetahui persebaran kata dari setiap topik. Berdasarkan hasil penelitian, jumlah topik terbaik terdapat pada topik 6 dengan nilai coherence sebesar 0.404. Keenam topik tersebut diinterpretasikan berdasarkan pendekatan human judgement, menghasilkan topik-topik meliputi produk skincare untuk kulit berjerawat, penghargaan brand kecantikan terbaik, kolaborasi produk, produk perawatan kulit dan kecantikan, kampanye pemasaran produk, dan brand lokal dengan produk perawatan kecantikan. Dapat disimpulkan bahwa jumlah topik 6 menghasilkan topik-topik yang relevan mengenai merek Somethinc.
Perancangan Sistem Informasi Bimbingan Skripsi Online (SIBIMO) dengan SCRUM Framework Roji, Fikri Fahru; Shiddieq, Diqy Fakhrun; Gusdiana, Ridian; Puspita, Evi
Jurnal Algoritma Vol 20 No 2 (2023): Jurnal Algoritma
Publisher : Institut Teknologi Garut

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33364/algoritma/v.20-2.1459

Abstract

The development of technology and the internet has opened up opportunities for advances in information systems. In this context, the Online Thesis Guidance Information System (SIBIMO) is an efficient solution in the thesis guidance process in higher education. With the SCRUM method, SIBIMO allows students to submit thesis titles, interact with supervisors, and manage seminar and trial stages through a designed user interface. This methodology combines stages such as UI design, functionality testing, and progress evaluation. Testing each SIBIMO menu ensures the system is running as intended. SCRUM allows achieving development time targets and efficient adaptation at each iteration. This research concludes that SIBIMO, which was developed using the SCRUM method, was successful in designing an Information System that was carried out effectively and efficiently in managing the Online Tutoring Information System design process.
Co-Authors Fikri Fahru Roji Ridian Gusdiana Shiddieq, Diqy Fakhrun