Filter by
PENCARIAN JUDUL KERJA PRAKTIK PROGRAM STUDI TEKNIK INFORMATIKA S1 DENGAN METO…
Case Base Reasoning (CBR) is a case solving technique based on experience in cases that have occurred before with the highest similarity. CBR is used to search for practical work titles. TF-IDF is applied to process the vectorization of each practical work title word and Cosine Similarity for the calculation of similarity values. The system can search either in the form of titles or keywords. T…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv, 40 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1271122023
KLASIFIKASI RAMBU LALU LINTAS MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK
Classification of traffic signs is considered as one of the most important parts of the Advance Driver Assistance System (ADAS) with the main objective of reducing the number of road accidents and overcoming wrong route selection. Convolutional Neural Network (CNN) is a type of neural network that is commonly used in image data. CNN can be used to recognize and detect objects in an image. Image…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv, 44 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1280792023
DIALOGUE HISTORY HANDLING PADA E-COMMERCE CHATBOT BERBASIS FINITE STATE MACHINE
Chatbots are very popular as a means to enhance customer interactions and facilitate the shopping process in the e-commerce field. This research discusses an innovative approach utilizing chatbots based on the Finite State Machine (FSM) to facilitate the easy laptop ordering process within the e-commerce environment. The Finite State Machine (FSM) is a mathematical model used to represent syste…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xvi, 101 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1257122023
PENDETEKSIAN OBJEK UNTUK PENYANDANG TUNANETRA MENGGUNAKAN METODE YOLO
A visually impaired individual faces limitations in mobility, which can affect their ability to communicate and interact with the surrounding environment. External help such as human assistance, trained dogs, and white canes are commonly used, but the availability and dependence on such assistance pose challenges. This research develops a mobile-based application that employs the You Only Look …
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xvi, 66 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1254852023
OBJEK TRACKING PENGUNJUNG PERPUSTAKAAN MENGGUNAKAN METODE HISTOGRAM OF ORIENT…
Surveillance in the library is significantly aided by the presence of CCTV surveillance cameras installed in specific pathways frequented by library visitors. Given the substantial number of visitors, it becomes essential to record the visitor count to gauge the extent of library utilization. Detection and tracking of human objects pose unique challenges in developing software on computers to r…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiv, 56 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1271252023
PENDETEKSIAN PEMAKAIAN MASKER WAJAH MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK
Pemakaian masker merupakan salah satu langkah untuk mencegah penyebaran suatu penyakit. Pemakaian masker tersebut berdasarkan kebutuhan, seperti sedang sakit, sedang melakukan kontak dekat dengan orang yang terinfeksi penyakit menular. Pemakaian masker ini dianjurkan di tempat-tempat tertentu seperti UGD, rumah sakit, dan KRL. Deteksi pemakaian masker wajah dapat dilakukan dengan mendeteksikan …
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiv, 66 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1257942023
PERAMALAN HARGA JUAL BATUBARA PT. BUKIT ASAM TANJUNG ENIM MENGGUNAKAN METODE …
Coal is one of the natural resources that is much targeted by the world by having a fairly high sales price. Erratic coal selling prices can affect the income of companies, regions and even countries and surrounding communities. Therefore, a system is needed to forecast future coal prices which will later help the decision-making process for the company. Forecasting is carried out using the ave…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xvi, 66 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1137012023
PARAPHRASE GENERATION UNTUK TEKS BAHASA INDONESIA MENGGUNAKAN LONG SHORT TERM…
In the field of Natural Language Processing, there is a research area called Paraphrase Generation, which refers to the process of producing sentences that are semantically equivalent to the input sentence. With the advancement of neural methods, paraphrase generation, which previously relied on template-based approaches or static machine translation, can now utilize one of the neural methods, …
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiv, 56 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1254262023
PENGENALAN WAJAH BERMASKER SECARA REAL-TIME MENGGUNAKAN METODE YOLOv5
The government requires people to wear face masks to reduce the transmission of the COVID-19 virus. Face recognition system becomes less effective at recognizing masked faces. In this research, a software is developed to recognize masked face in real-time using the YOLOv5 method. Training of the model was done with 9 different configurations of epoch and batch size, of which the best result was…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xx, 334 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T871252023
KLASIFIKASI CITRA TUMOR OTAK BERBASIS CONVOLUTIONAL NEURAL NETWORKS (CNN)
Brain tumors are still a dangerous and deadly disease that can affect anyone, including children. Brain tumors can be detected by Magnetic Resonance Imaging (MRI) examination. This study aims to classify brain tumors and non-brain tumors from MRI image processing results using the Convolution Neural Networks (CNN) method. This research uses the architecture of VGG-16, ResNet-50, InceptionV3, Mo…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xviii, 65 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T933752023
PENGHAPUSAN DERAU PADA CITRA MAGNETIC RESONANCE IMAGING (MRI) OTAK MENGGUNAKA…
Magnetic resonance imaging (MRI) images often contain noise, for example in brain imaging. The noise removal algorithm used is Convolutional Autoencoder Network (CAN) which produces a superior noise reduction effect compared to some other advanced algorithms. This research uses a dataset from Kaggle that contains 253 brain MRI images. The noise removal results using CAN on images with Gaussian …
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xviii, 56 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1063132023
PERBANDINGAN PERFORMA METODE KNN DAN LMKNN TERHADAP KLASIFIKASI IRIS DENGAN V…
The KNN (K-Nearest Neighbor) method is a classification technique that relies on concepts between data to predict new data classes. KNN has a variation of the method namely, LMKNN (Local Mean Based K-Nearest Neighbor) by using the average of several classes for more accurate predictions. To identify iris flowers based on their characteristics, namely, the length and width of the petals and the …
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiv, 56 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1274272023
ANALISIS SENTIMEN TERHADAP PROGRAM MERDEKA BELAJAR KAMPUS MERDEKA (MBKM) PADA…
Twitter merupakan salah satu platform sosial media yang paling banyak penggunanya di Indonesia. Hal itu disebabkan karena Twitter menjadi media penyampaian opini yang luas dan disenangi oleh anak muda. Topik yang sering menjadi bahasan salah satunya adalah program Merdeka Belajar Kampus Merdeka (MBKM). Sejak berjalannya program ini, muncul banyak pro dan kontra dari masyarakat, terutama di kala…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiv, 60 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1147282023
KLASIFIKASI KOMENTAR BULLY PADA TIKTOK MENGGUNAKAN SUPPORT VECTOR MACHINE DAN…
TikTok has been named the world’s most popular social media platform because it has been downloaded by more than 1 billion users. The high level of TikTok use makes it allows for free opinion to anyone. It can cause bullying on TikTok because some users do not understand the ethics of socializing through social media. The victims experienced higher levels of depression than other verbal acts …
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xx, 86 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T916022023
SISTEM PENDUKUNG KEPUTUSAN PEMILIHAN KETUA UMUM DAN PENGURUS INTI DENGAN MENG…
The election of the chairman and core management is a routine activity carried out when a management the ogranization has expired in office. However, in some cases in determining the new management of an organization, it does not really set a mature calculation, even though the administrators in an organization have a very important role in the course of an organization. In serious cases an org…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xi, 87 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1253582023
PERBANDINGAN HASIL CLUSTER FUZZY C-MEANS DENGAN HYBRID FUZZY C-MEANS PARTICLE…
Algortima Fuzzy C-Means memberi kebebasan dalam hal jumlah cluster yang akan dibuat dan dapat melakukan clustering lebih dari satu variabel secara sekaligus. Pada kondisi awal, pusat cluster ini masih belum akurat. Tiap-tiap data memiliki derajat keanggotaan untuk tiap-tiap cluster. Dengan cara memperbaiki pusat cluster dan nilai keanggotaan tiap-tiap data secara berulang, maka akan dapat dilih…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv,64 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T712492021
PEMODELAN TOPIK PADA TWEET BAHASA INDONESIA MENGGUNAKAN BERTOPIC
The increasing use of information and communication technology in recent years has had a significant impact on the trend of communicating and expressing aspirations through social media, especially the Twitter platform. Every tweet on Twitter carries information about a particular topic that can be identified through the Topic Modeling method. Topic Modeling is a tool used to uncover hidden top…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiii, 54 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1271882023
ANALISIS KINERJA KOMPRESI CITRA DIGITAL DENGAN KOMPARASI DCT DAN DWT
Digital images that have a large size require large storage. One way to reduce the size of the image is by compression. Compression is the process of minimizing the size of an image to produce a denser or lighter digital representation. In this study using the DCT and DWT Algorithms. The research data are as many as 5 objects, namely animals, clouds, flowers, nature and people. Image data forma…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xvi, 64 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- 2307003423
KLASIFIKASI MULTILABEL KOMENTAR PADA TWITTER MENGGUNAKAN LONG SHORT TERM MEMORY
Twitter is one of the most popular social media platforms and users can write comments in the form of tweets freely without any restrictions. These tweets can contain various blasphemies and toxic comments. Toxic comments are comments that are rude, disrespectful, unreasonable, or even to the point of humiliating someone. They can cause serious problems on social media and some people will avoi…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv, 77 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1274612023
ANALISIS SENTIMEN PELAYANAN BPJS MENGGUNAKAN ALGORITMA NAIVE BAYES DAN PARTIC…
BPJS is a legal entity aimed at providing healthcare coverage to the public. However, the increasing number of people using BPJS services has generated both support and opposition among the community. This research aims to analyze public opinions regarding the Social Security Administration Agency (BPJS) on Twitter. The method employed in this study is the Naïve Bayes Classifier with Particle …
- Edition
- -
- ISBN/ISSN
- -
- Collation
- vii, 111 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T1251982023
ANALISIS SENTIMEN OPINI PUBLIK MENGENAI HARGA MINYAK BBM DAN MINYAK GORENG PA…
The rapid growth of social media has made it easier for people to express their opinions on online platforms such as blogs, web forums, and social media platforms like Instagram, Facebook, and Twitter. Information and comments spread on Twitter encompass various types, including positive, negative, and neutral remarks. Currently, extensive research has been conducted in the field of Natural Lan…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv, 70 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T1225322023
KLASIFIKASI MULTILABEL KOMENTAR PADA TWITTER MENGGUNAKAN LONG SHORT TERM MEMORY
Twitter is one of the most popular social media platforms and users can write comments in the form of tweets freely without any restrictions. These tweets can contain various blasphemies and toxic comments. Toxic comments are comments that are rude, disrespectful, unreasonable, or even to the point of humiliating someone. They can cause serious problems on social media and some people will avoi…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv, 77 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1274612023
PERBANDINGAN METODE GAUSSIAN FILTER DAN MEDIAN FILTER DALAM PERBAIKAN KUALITA…
Akses teknologi informasi dan komunikasi tidak dapat dipungkiri sangat mudah didapat dari berbagai sumber, seperti pengambilan gambar atau citra pada telepon genggam. Citra yang dihasilkan oleh telepon genggam tidak sedikit yang hasilnya kurang baik kualitasnya. Citra yang mengalami penurunan mutu menjadi lebih sulit diinterpretasikan karena informasi yang disampaikan oleh citra tersebut kurang…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiv, 55 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T949842022
OPTIMASI FUZZY TIME SERIES CHENG MENGGUNAKAN PARTICLE SWARM OPTIMIZATION UNTU…
The price of Brent oil is the first choice in investor list of commodities and its constant fluctuations lead to instability in the economy. Therefore, it is important to accurately predict oil price trends to increase profits for investors and benefit the wider community. In this study, the Fuzzy Time Series Cheng model will be used to predict the price of Brent oil. This model will be optimiz…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiii, 72 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T873502022
SISTEM PAKAR PREDIKSI KERUSAKAN PADA SMARTPHONE DENGAN MENGGUNAKAN METODE CAS…
The use of smartphones from year to year is always increasing, with increasing use, the damage to smartphones also increases. The reason is that not all smartphone users are sensitive about damage to smartphones, most of them only realize that the smartphone has suffered very heavy damage, and when it comes to the technician it takes time to identify the damage to the smartphone, an expert syst…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv, 106 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T864522022
KEYPHRASE EXTRACTION BERBAHASA INDONESIA MENGGUNAKAN METODE POSITIONRANK
Keyphrase determination is not a difficult task for information analysts. However, specify keyphrases for hundreds or even thousands of articles will take time and effort of the analysts. To ease the work, it needs to be made a system of automatic keyphrase extraction. The construction of this system passes the stages of preprocessing, scoring, and ranking the keyphrase candidates. This researc…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- vii, 87 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T873222022
KLASIFIKASI KUALITAS SINYAL ADS-B PADA DATA KEBERANGKATAN PENERBANGAN DI BAND…
The high risk of aircraft accidents, 63% during takeoff and 49% during the landing process, can be analyzed through ADS-B signal data owned by flights. The data collected through the AERO-TRACK application is processed with the aim of knowing the quality of ADS-B signals at Sultan Mahmud Badaruddin II Airport and the method that has the best performance in classifying imbalanced data into 4 dif…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiv, 70 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T1132082023
IDENTIFIKASI PELECEHAN SEKSUAL PADA INSTAGRAM DENGAN METODE SUPPORT VECTOR MA…
The existence of social media makes many people upload their experiences, either in the form of writing or multimedia. The reactions from these uploads also vary, some respond well in the form of praise, suggestions and positive comments, some respond badly such as giving reproaches, insults and even harassing sentences. This study aims to identify whether a sentence on Instagram includes sexua…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xiii, 64 hlm.; ilus.; 29 cm
- Series Title
- -
- Call Number
- T880692022
KLASIFIKASI TEKS KOMENTAR PRODUK PADA TOKOPEDIA MENGGUNAKAN METODE LONG SHORT…
Text data in comments is often unstructured, so to classify comments requires the application of appropriate methods. The method used in this study involves the use of algorithms from Deep Learning, namely Long Short-Term Memory (LSTM) to classify texts. In this study using 4060 imbalance dataset so that an Upsampling method is needed to adjust the distribution of data, so that the distribution…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- xv, 62 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T1271172023
ANALISIS SENTIMEN MENGGUNAKAN PSEUDO NEAREAST NEIGHBOR DAN TF-IDF TEXT VECTOR…
Twitter is one of the social media that is often used by researchers as an object of research to conduct sentiment analysis. Twitter is also a good indicator in influencing research, problems that often arise in research in the field of sentiment analysis are the many factors such as the use of colloquial or informal language and other factors that can affect sentiment results. To improve the r…
- Edition
- -
- ISBN/ISSN
- -
- Collation
- x,76 hlm.; Ilus.; 29 cm
- Series Title
- -
- Call Number
- T905312021
Computer Science, Information & General Works 
Philosophy & Psychology 
Religion 
Social Sciences 
Language 
Pure Science 
Applied Sciences 
Art & Recreation 
Literature 
History & Geography