Browsing Master Theses by Title
Now showing items 1-10 of 24
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Analisis Aktivitas Pengguna Mobile Banking Berdasarkan Klasterisasi Waktu Transaksi Menggunakan Metode Self-Organizing MAP (SOM)
(Universitas Sumatera Utara, 2025)Pertumbuhan pesat layanan mobile banking di Indonesia menuntut pemahaman yang lebih dalam terhadap perilaku pengguna, terutama dalam hal waktu dan pola transaksi. Namun, tantangan yang dihadapi adalah bagaimana mengelompokkan ... -
Analisis Framing dan Sentimen Media Online Indonesia dalam Pemberitaan Tom Lembong
(Universitas Sumatera Utara, 2026)This study analyzes the framing and sentiment of Indonesian online media coverage of the sugar import corruption case involving the former Secretary-General of the Ministry of Trade, Tom Lembong, during the period from ... -
Analisis Multidimensional Database untuk Pengembangan Bisnis Perbankan
(Universitas Sumatera Utara, 2023)The development of a location unit for a new business is an omen of the success of a business. However proper analysis is needed so that the decision to develop is more effective and efficient. This research discusses a ... -
Analisis Perkembangan Hidup Biota Air Tawar pada Ekosistem Akuaponik
(Universitas Sumatera Utara, 2025)This study examines the impact of ammonia levels on the development of freshwater biota, with a special focus on snakehead fish (Channa striata) and spinach (Amaranthus sp.) in an aquaponic ecosystem. The experiment was ... -
Analisis Pola Media Sosial Twitter untuk Meningkatkan Kesadaran Pengguna Menggunakan Random Forest
(Universitas Sumatera Utara, 2024)This study aims to analyze Twitter user behavior patterns in an effort to increase user awareness, as well as identify parameters that are significant to these patterns. User awareness is measured using a metric attribute ... -
Analisis Prediktif Awal Penyakit Jantung Koroner pada Data Rekam Medik Pasien
(Universitas Sumatera Utara, 2026)Coronary heart disease (CHD) remains one of the leading causes of death worldwide and poses a major challenge for healthcare systems, particularly in developing countries such as Indonesia. This study aims to develop an ... -
Analisis Prediktif Ketahanan Pangan Berbasis Data Spasial dengan Metode Random Forest Dan Cellular Automata di Provinsi Nusa Tenggara Timur
(Universitas Sumatera Utara, 2025)Food security remains a key concern in sustainable development, especially in regions like East Nusa Tenggara (NTT) that are prone to drought and land conversion. This study aims to explore future food security in NTT by ... -
Deep Support Vector Data Description dalam Penanganan Anomali pada Proses Pengajuan Klaim Asuransi Kredit
(Universitas Sumatera Utara, 2025)This study proposes Deep Support Vector Data Description (Deep-SVDD) as an anomaly-detection approach for credit-insurance claim submissions processed via host-to-host systems. Operational tabular data (5,000 observations) ... -
Klasifikasi Intent pada Chatbot Pembelajaran Tenun Ulos dengan Menggunakan RASA Framework dan BERT Language Model
(Universitas Sumatera Utara, 2024)Ulos is an important cultural heritage of North Sumatra that should be preserved. This can be accomplished by making knowledge about Ulos easily accessible to users. An approach that can be utilized in this case is the use ... -
Klasterisasi Rotational Churn terhadap Pelanggan Telekomunikasi Menggunakan Pendekatan Data-Centric AI
(Universitas Sumatera Utara, 2024)In the current era of rapid technological development, customer churn poses a serious challenge, especially in the highly competitive telecommunications industry. Churn refers to customers who stop using a service or switch ...