Browsing Faculty of Computer Science and Information Technology by Advisor "Amalia"
Now showing items 1-20 of 143
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Algoritma Hibrid Menggunakan CNN dan LSTM untuk Peningkatan Performansi pada Klasifikasi Citra Lesi Kulit
(Universitas Sumatera Utara, 2024)Skin lesions areacondition of abnormal growths or changes in theappearanceofthe skin, such as lumps, abrasions, cysts, or colordifferences. Skin lesionscan bedetected as cancerous and non-cancerous. Detecting earlier skin ... -
Analisa dan Implementasi RDF (Resource Description Framework) pada Web Semantik untuk Pencarian Berita
(Universitas Sumatera Utara, 2018)As time progresses, the human learning pattern also evolves in searching for information. Various information search tools already exist from manual to using sophisticated tools. But with the nature of humans who want ... -
Analisis Akurasi Saran Perbaikan Kata pada Dokumen Berbahasa Indonesia dengan Algoritma Levenshtein Sesuai Topik Dokumen Menggunakan Metode Term Weighting
(Universitas Sumatera Utara, 2019)Selama ini telah banyak program yang dapat membantu pengguna mendeteksi kesalahan pengetikan kata pada dokumen berbahasa Indonesia, namun saran perbaikan kata yang ditampilkan oleh sistem tidak semua memberikan pilihan ... -
Analisis Algoritma Maximal Shift dan Algoritma Rabin-Karp Pada Aplikasi Kamus Istilah Desain Grafis Berbasis Android
(Universitas Sumatera Utara, 2018)Graphic design is currently a visual communication medium that combines visual elements, letters, and images as a language to communicate visually. There are many beginners who still do not know the various terms that ... -
Analisis Algoritma Rabin dan Algoritma Elias Omega Code Dalam Pengamanan dan Kompresi File Teks
(Universitas Sumatera Utara, 2018)Data are case or events that contain facts. The results of data processing is information that can be presented in the form of text, images, sound or videos. The size of the data greatly affected by high needs of information ... -
Analisis dan Implementasi Kombinasi Algoritma SKIPJACK dan Algoritma MCALIECE pada Pengamanan File Teks
(2017)The data transmission traffic will be more global, as well as the open system concept of a network ease for someone to log in to the network. Security is an important requirement in the process of data exchange. A cryptographic ... -
Analisis Emosi dalam Teks Bahasa Indonesia dengan Pendekatan BERT dan CNN
(Universitas Sumatera Utara, 2024)Emotion is an important aspect of human communication and has been widely studied as an important part of human nature. Emotion recognition in text allows for a deeper understanding of the message being conveyed, involving ... -
Analisis Emosi Multi-Label pada Teks Bahasa Indonesia dengan Implementasi Fine-Tuning BERT
(Universitas Sumatera Utara, 2025)In many cases, a single text often contains more than one emotion simultaneously, such as in movie reviews that may express both “joy” and “sadness” at once. To capture this emotional complexity, a multi-label classification ... -
Analisis Optimasi Klasterisasi Dokumen Berbahasa Indonesia dengan Metode Pembobotan Term Frequency-Inverse Documnet Frequency dan Latent Semantic Analysisserta Klastering dengan Algoritma K-Means, K-Means++, dan Agglomerative
(2017)The development of technology makes everything that are manual to be convert into digital form. Such as documents in paper form to be digital to save space, easy to carry, accessible, and also quick/fast in data storage. ... -
Analisis Pengalaman Pengguna dalam Mengimplementasikan Aplikasi Literaku Berbasis Suara untuk Meningkatkan Literasi Bagi Penyandang Tunanetra
(Universitas Sumatera Utara, 2024)The fourth point of the Sustainable Development Goals (SDGs) emphasizes the importance of quality education that ensures all individuals have access to inclusive and equitable education. The visually impaired, as a group, ... -
Analisis Pengembangan Model Neural Machine Translation (NMT) dengan Transformer untuk Penerjemah Bahasa Indonesia ke Bahasa Gayo
(Universitas Sumatera Utara, 2024)The Gayo language has existed alongside the Gayo people for around 7500 years, but its usage has been continually declining, and its digital documentation is very limited. Preserving the Gayo language is crucial for ... -
Analisis Perbandingan Algoritma A* dan Ant Colony dalam Pencarian Rute Terpendek Antara Rumah Sakit dan Puskesmas di Kota Medan Berbasis Android
(Universitas Sumatera Utara, 2019)Berkembanganya pembangunan di berbagai sektor, termasuk infrastuktur jalan dan kesehatan, menjadikan informasi terkait akses kesehatan yang terdekat sebagai kebutuhan kita saat ini. Seiring perkembangan teknologi, ... -
Analisis Sentimen (Opinion Mining) Smartphone Accessories Menggunakan Word Orientation Lexicon
(2018)Online transactions have become a part of life and loved by many people in different parts of the world. There are so many kind of product offered by any company and makes people interested to buy them. One of those kind ... -
Analisis Sentimen Multi-Label Toxic Comment Menggunakan Metode BERT-BiLSTM
(Universitas Sumatera Utara, 2023)The growth of internet users in Indonesia continues to increase every year, one of which is for expressing opinions in online forums such as Twitter, which has now been renamed as X. Social media has negative impacts, such ... -
Analisis Sentimen pada Acara Televisi Menggunakan Improved K-Nearest Neighbor
(2017)Public sentiment can be used as one of the indicator by tv stations to determine the quality of their tv programme. On twitter, information extraction of this public sentiment can be done to determine their tv programme’s ... -
Analisis Sentimen pada Aplikasi Halodoc Berbasis Clustering dengan Word2vec
(Universitas Sumatera Utara, 2022)This study aims to conduct a sentiment analysis of Halodoc application reviews on Google Play. The process of manually grouping user reviews based on their sentiments such as positive, negative, or neutral is not easy to ... -
Analisis Sentimen pada Layanan Gojek Indonesia Menggunakan Multinomial Naive Bayes
(Universitas Sumatera Utara, 2018)Ojek online telah merambah dunia transportasi di Indonesia. Terobosan baru yang semakin diminati banyak orang ini, tidak hanya menyediakan transportasi angkutan penumpang namun juga melayani jasa kurir untuk pemesanan ... -
Analisis Sentimen Review Skincare Lokal pada Twitter Menggunakan Pendekatan BERT
(Universitas Sumatera Utara, 2024)Skincare has been an important issue for women for a long time. The large number of local products makes consumers more selective in choosing the products they use. Product reviews are a reference when buying skincare. The ... -
Analisis Sentimen Terhadap Film Indonesia dengan Pendekatan Bert
(Universitas Sumatera Utara, 2021)This study aims to analyze the sentiment in Indonesia Language towards the Gundala movie reviews on YouTube. However, sentiment analysis on YouTube comments are varying from positive, negative, and neutral comments which ... -
Analisis Sentimen terhadap Opini Masyarakat Mengenai Program Kerja Kota Medan Menggunakan LSTM (Long Short Term Memory) dengan Media Sosial Twitter
(Universitas Sumatera Utara, 2023)This thesis aims to conduct research related to sentiment analysis of public opinion regarding the work program of the City of Medan during the administration of the Mayor and Deputy Mayor for the period 2020 to the ...