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CLINICAL NAMED ENTITY RECOGNITION PADA DATA BIOMEDIS MENGGUNAKAN PRE-TRAINED …
The rapid growth of digital biomedical data has posed significant challenges in managing and extracting information from unstructured medical texts. This study aims to develop and evaluate a Clinical Named Entity Recognition (CNER) model by combining pre-trained word embeddings with deep learning architectures. Three biomedical datasets were used: JNLPBA, NCBI-Disease, and BC2GM. The experiment…
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- xviii, 143 hlm.; ilus.; tab.; 29 cm.
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- T1758112025
CLINICAL NAMED ENTITY RECOGNITION MODEL BERBASIS TRANSFORMER UNTUK DATA BIOMEDIS
Clinical Named Entity Recognition (CNER) is a critical task in natural language processing (NLP) aimed at extracting medical entities from complex biomedical texts. The main challenges in this task lie in the complexity of sentence structures and the highly variable medical terminology. This study focuses on the development and evaluation of CNER models based on the Transformer architecture, sp…
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- xvii, 155 hlm.; ilus.; tab.; 29 cm.
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- T1758072025
CLINICAL NAMED ENTITY RECOGNITION PADA DATA BIOMEDIS MENGGUNAKAN MODEL BERT
Named Entity Recognition (NER) is one of the key tasks in natural language processing (NLP), especially within the biomedical domain, which is complex and filled with specific terminologies. This research focuses on the application of a Clinical Named Entity Recognition model to extract biomedical entities from three datasets: BC2GM, JNLPBA, and NCBI-Disease. Several BERT-based model approaches…
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- xviii, 166 hlm.; ilus.; tab.; 29 cm.
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- T1758082025
EVALUASI SISTEM PERENCANAAN ALAT BERAT DENGAN METODE ANALYTIC HIERARCHY PROCE…
PT. Bukit Asam (Persero), Tbk Unit Pelabuhan Tarahan commonly abbreviated PTBA Tarahan is one company that supplies coal to the power plant Tarahan. The process of coal supply PTBA Tarahan this through the facilities of Coal Handling Facility (CHF) such as conveyor transported from the stockpile 3 using a bulldozer. Bulldozer used for transporting is considered less effective because the distan…
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- xvi, 46 hlm. : ilus. ; tab. ; 28 cm
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- T1410412017
ANALISIS PRODUKTIVITAS ALAT GALI MUAT DAN ALAT ANGKUT UNTUK MENCAPAI TARGET P…
PT. Bukit Asam (Persero), Tbk is located in Lawang Kidul, Muara Enim. Mining is operated with open pit mining using backhoe and trucks. Stripping Interburden stripping is use two units of Komatsu backhoe PC2000-8 and hauled using eight units of dump truck HD785-7 towards disposal. Transport distance from loading point to disposal is 1.25 km in fleet 1 and 2. Working fleet backhoe and dump truck…
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- xii, 37 hlm. : ilus. ; tab. ; 28 cm
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- T1408482017
ANALISA KINERJA INFRASTRUCTURE AS A SERVICE PADA CLOUD COMPUTING DENGAN PEN…
Cloud Computing, particularly Infrastructure as a Service (IaaS), offers high flexibility, cost efficiency, and scalability in managing computing resources. However, fluctuating demands and dynamic workloads require adaptive management strategies to maintain service quality. This study explores the use of Reinforcement Learning (RL) algorithms, specifically Deep Q-Network (DQN) and Proximal Pol…
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- xv, 99 hlm.; ilus.; 29 cm
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- T1631532024
PENERAPAN METODE SUPERVISED LEARNING DAN TEKNIK RESAMPLING UNTUK PREDIKSI PEN…
Financial transaction fraud can result in devastating consequences for the stability of companies, as well as huge losses for shareholders, the industry, and even the market as a whole. As fraud in financial transactions increases, there is a need for effective methods to accurately detect and prevent fraudulent activities. This study aims to compare the performance of five machine learning mod…
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- xix. 44 hlm.; ilus.; 29 cm
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- T1629122024
PERANCANGAN UI/UX APLIKASI MOBILE PEMBAYARAN AIR PERUMDA TIRTA MUSI PALEMBANG…
Perumda Tirta Musi merupakan perusahaan daerah yang menyediakan layanan air bersih bagi masyarakat di Kota Palembang dan sekitarnya. Namun, sistem pembayaran yang digunakan saat ini masih di dominasi oleh metode konvensional, seperti pembayaran di kantor cabang atau melalui loket pihak ketiga, yang dinilai kurang efisien. Untuk mengatasi permasalahan tersebut, penelitian ini bertujuan merancang…
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- xvi, 56 hlm.; ilus.; 29 cm
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- T1631592024
ANALISIS KEPUASAN PENGGUNA APLIKASI DANA MENGGUNAKAN METODE TECHNOLOGY ACCE…
Perkembangan teknologi informasi telah mendorong transformasi signifikan di sektor keuangan, salah satunya melalui dompet digital seperti DANA. DANA diciptakan untuk memudahkan Semua pembayaran dilakukan secara digital, baik cashless ataupun cardless. Namun kekhawatiran terkait keamanan data pribadi, transaksi, dan integritas sistem, terutama pada transaksi besar sering muncul aksi peretasan da…
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- xvi, 56 hlm.; ilus.; 29 cm
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- T1631902024
ANALISIS FAKTOR-FAKTOR YANG MEMPENGARUHI PENERIMAAN DAN PENGGUNAAN APLIKASI L…
Perkembangan teknologi informasi berdampak signifikan pada layanan perbankan, termasuk melalui Mobile Banking (M-Banking). Bank Mandiri meluncurkan aplikasi Livin' by Mandiri sebagai bagian dari transformasi digitalnya. Penelitian ini bertujuan menganalisis faktor-faktor yang memengaruhi penerimaan pengguna aplikasi Livin' by Mandiri dengan menggunakan model Unified Theory of Acceptance and Use…
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- xvi, 56 hlm.; ilus.; 29 cm
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- T1632092024
MENGUKUR TINGKAT KEPUASAN PENGGUNA WEBSITE PEMERINTAH DPRD PROVINSI SUMATERA …
The rapid development of technology is strongly influenced by the globalization system, which is marked by the increasing flow of information and communication. One example is the utilization of the website as an instrument to improve the quality of communication services and dissemination of public information in the government sector by the Regional Representatives Council (DPRD) of South Sum…
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- xvi,76 hlm.; ilus.; 29 cm
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- T1633282024
PENERAPAN INDOBERT UNTUK ANALISIS SENTIMEN DAN LATENT DIRICHLET ALLOCATION (L…
Mobile banking is one example of how traditional banking services have transformed into digital banking services thanks to advances in digital technology. Bank SumselBabel Mobile application is the main focus of research to understand user perception. This research aims to analyze sentiment using the IndoBERT and BERT methods as a performance comparison, as well as identify the main topics in t…
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- xvi, 67 hlm.; ilus.; 29 cm
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- T1631622024
EVALUASI USABILITY APLIKASI GETCONTACT MENGGUNAKAN POST STUDY SYSTEM USABIL…
GetContact, a contact management and spam call protection application with over 700 million downloads on the Google Play Store, still has room for usability improvements. This study aims to evaluate the usability of GetContact in the Palembang region based on reviews on Quora, and comments on the Google Play Store. The methods used are the Post-Study System Usability Questionnaire (PSSUQ) and R…
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- xvi, 39 hlm.; ilus.; 29 cm
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- T1631772024
ANALISIS KEPUASAN PELANGGAN TERHADAP KUALITAS PELAYANAN PDAM TIRTA BETUAH DEN…
The Regional Water Company (PDAM) is a Regional-Owned Enterprise (BUMD) that provides clean water for the Indonesian community. PDAM Tirta Betuah, particularly the Kenten Laut branch in Banyuasin Regency, plays a role in clean water distribution. However, observations have revealed customer complaints, such as delayed water distribution, murky water quality, inaccurate billing, and slow respons…
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- xvi, 77 hlm.; ilus.; 29 cm
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- T1634302024
PENGUKURAN TINGKAT KEPUASAN MAHASISWA TERHADAP PELAYANAN E-REPOSITORY UNIVERS…
Currently, technology has a very important role as a supporter of improving the quality of services and providing information in various fields, including in the field of education. Not only does technology speed up the process of disseminating information, it also provides service innovation to meet user needs optimally. This research aims to measure the level of student satisfaction with Sriw…
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- 58 hlm.; ilus.; 29 cm
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- T1634692024
PENGARUH KNOWLEDGE MANAGEMENT, LINGKUNGAN KERJA, DAN STRES KERJA TERHADAP K…
One of the key factors in organizational success is employee performance. Employee performance issues are an ongoing challenge for company management. As such, management needs to understand the various factors that impact employee performance. PT Inti Konten Indonesia, founded in 2010, has its share ownership distributed with 99% held by PT INTI (Persero)—a state-owned enterprise recognized …
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- xi, 30 hlm.; ilus.; 29 cm
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- T1631692024
ANALISIS PERBANDINGAN USER EXPERIENCE PADA APLIKASI TRANSPORTASI ONLINE LOKAL…
Indralaya mempermudah akses layanan transportasi online bagi masyarakat Kabupaten Ogan Ilir, Aplikasi Ojek Indralaya (Ojin) dirancang untuk memfasilitasi penduduk dengan berbagai fitur, seperti layanan antar-jemput motor/mobil, pemesanan makanan dan laundry laundryNamun, dengan hadirnya aplikasi Grab ke pasar Indralaya pada tahun 2022, lanskap persaingan dalam sektor transportasi online mengala…
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- xii, 39 hlm.; ilus.; 29 cm
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- T1636502024
PERBANDINGAN MODEL SUPPORT VECTOR REGRESSION, RANDOM FOREST REGRESSION, DAN R…
Cabai adalah salah satu komoditas penyebab inflasi dan sangat vital bagi konsumsi masyarakat Indonesia. Di wilayah Sumatera Selatan, harga cabai seringkali tidak stabil sehingga dibutuhkan analisis prediksi harga cabai guna memitigasi dampak ketidakstabilan harga, terutama di Pasar Tradisional. Penelitian ini membandingkan tiga model penambangan data yaitu Support Vector Regression (SVR), Rando…
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- xv, 53 hlm.; ilus.; 29 cm
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- T1635582024
PERBANDINGAN ALGORITMA C4.5 DAN NAÏVE BAYES UNTUK MENGKLASIFIKASI PENERIMA…
Penelitian ini bertujuan untuk membandingkan kinerja algoritma Decision Tree (C4.5) dan Naïve Bayes dalam mengklasifikasikan penerima beasiswa Bank Indonesia. Metodologi CRISP-DM digunakan pada data 416 record data penerima beasiswa tahun 2023-2024. Evaluasi model dilakukan menggunakan 10-fold cross-validation dan metrik accuracy, precision, recall, serta F-measure. Hasil menunjukkan bahwa Dec…
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- xiv, 52 hlm.; ilus.; 29 cm
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- T1636682024
PEMBUATAN VIDEO IKLAN KOMERSIAL UNTUK PRODUK MINUMAN NYUSULAH BERBASIS MULTIM…
Di tengah pesatnya perkembangan teknologi pada masa kini, perkembangan zaman turut mendorong pesatnya inovasi di bidang teknologi, sehingga dunia memasuki era digital. Kemunculan teknologi digital memberikan berbagai dampak pada kehidupan, termasuk di sektor UMKM. Salah satu upaya pengembangan dalam sektor UMKM di era digital ini adalah promosi usaha minuman Nyusulah. Salah satu sarana promosi …
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- x, 31 hlm.; ilus.; 29 cm
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- T1613962024
PERBANDINGAN ALGORITMA INDOBERT, NAIVE BAYES, SVM, DAN KNN TERHADAP ANALISI…
The development of information technology is very fast along with the progress of the times making all aspects of life switch to digital. The M-Passport application is an application that can be used by the public to apply for new passports and passport replacements online. The M-Passport application has various responses, both positive, negative and neutral, from users listed in reviews on the…
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- xv, 35 hlm.; ilus.; 29 cm
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- T1636672024
PERANCANGAN UI/UX SISTEM REPOSITORY TUGAS AKHIR PADA JURUSAN SISTEM INFORMASI…
Perkembangan pada teknologi informasi telah memberi kemudahan dalam mendapatkan dan memberikan informasi. Dalam penyelesaian tugas akhir, mahasiswa akan mencari referensi tugas akhir terdahulu pada lemari buku yang ada. Mahasiswa sering kali kesulitan menemukan tugas akhir yang sesuai dengan topik yang mereka sedang ambil karena penyusunan dilakukan secara tidak beraturan ataupun tugas akhir ya…
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- xvii, 77 hlm.: Ilus., tab.; 29 cm
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- T1673152024
PENGUJIAN PENGALAMAN PENGGUNA DENGAN METODE COGNITIVE WALKTHROUGH DAN SYSTEM …
Giwang Sumsel is a digital platform launched by the Cultural and Tourism Department of South Sumatra Province in 2021 to promote tourism and local potentials in the region. The website aims to provide information to tourists and facilitate accessibility to various tourism-related services. However, some users have reported issues with the user interface and suboptimal user experience, such as n…
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- viii, 82 hlm.; ilus., tab.; 29 cm.
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- T1668392025
ANALISA TRANSAKSI PADA BLOCKCHAIN DENGAN METODE MACHINE LEARNING
Blockchain offers high security; however, the performance of transactions on this network remains a subject that requires further analysis. Transaction success in blockchain is influenced by various factors.This study aims to analyze transaction performance on the blockchain using the K-Means Clustering method. The analysis focuses on the parameters of Gas Limit and Gas Consumed to understand t…
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- xix, 108 hlm.: ilus., tab.; 29 cm
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- T1660552024
ANALISA KEAMANAN PROTOKOL HTTPS DALAM PENGIRIMAN DATA SUPPLY CHAIN MANAGEMENT…
Network security is very important in the increasingly modern era like today, where almost every human activity today requires this, especially the implementation of Warehouse Management Systems which have a lot of sensitive and important data. Therefore, the HTTPS protocol was created as a medium that bridges the process of exchanging information that has good security. However, every security…
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- xix, 63 hlm.; tab.; 29 cm
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- T1667472025
IMPLEMENTASI METODE FUZZY TSUKAMOTO DALAM SISTEM MANAJEMEN STOK PERGUDANGAN B…
Supply chain management is a series of business processes that connect several actors to increase the added value of products and distribute them to consumers. In reality, there is a problem that occurs, when determining the restock amount for products sold. With conventional methods, it takes hours or even days to determine this and there is a possibility of human error due to large sales data…
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- xv, 90 hlm.: ilus., tab.; 29 cm
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- T1667502024
ANALISIS PERBANDINGAN RATING-BASED DAN INSET LEXICON-BASED DALAM PROSES LABEL…
Digital transformation has had a significant impact on various sectors, including Micro, Small and Medium Enterprises (MSMEs). The GoBiz application, as Gojek's business partner platform for GoFood services, plays an important role in supporting digital transformation in the MSME sector, so it is necessary to understand users' views on this application. To analyze user perceptions of this appli…
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- xiii, 65 hlm.; tab.; 29 cm.
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- T1660152024
KAJIAN TEKNIS SISTEM PENIRISAN TAMBANG DALAM PENANGGULANGAN AIR LIMPASAN DI S…
PT . Dizamatra Powerindo is a privately owned coal mining company that is domestic investment located West Merapi, District of Lahat. The method of mining conduced PT. Dizamatra Powerindo is surface mining. Hence, the weather become an important factors to be considerated especially in the rany season so the mining activities would go well.Today, the catchment area is about 39,88 Ha. Based on d…
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- xi, 57 hlm. : ilus. ; tab. ; 28 cm
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- T1424172016
PERANCANGAN LENGAN MEKANIK PADA ALAT SISTEM SORTIR BUAH HORTIKULTURA MENGGUNA…
Technology has developed so much in these days. It has replaced the needs of manpower in operating the machines, an example of that is the utilization of robots. Nowadays, the development of robotics technology is able to increase the quality and quantity of production in various industries. One way to improve the performance is by adding a sensor into the device. For example, in industrial and…
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- xviii, 52 hlm. : ilus. ; tab. ; 28 cm
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- T169742016
PERANCANGAN USER INTERFACE SISTEM TATA KERJA (STK) PADA PT KILANG PERTAMINA I…
Perkembangan teknologi informasi kian berpengaruh besar dalam berbagai bidang kehidupan, termasuk dalam dunia bisnis. Dengan perkembangan ini, banyak perusahaan maupun instansi yang mulai berpindah dari sistem manual ke sistem yang terkomputerisasi. Salah satunya di PT Kilang Pertamina Internasional Refinery Unit III yang mempunyai sebuah sistem yang terintegrasi dimana sistem tersebut memungki…
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- xv, 68 hlm.; ilus.; 29 cm
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- T1637132024
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