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PENGARUH SYNTHETIC MINORITY OVERSAMPLING TECHNIQUE (SMOTE) PADA ANALISIS SENT…
Imbalanced data is a problem that often occurs when conducting research in the field of sentiment analysis. This problem occurs when the dataset being analyzed has more positive classes than negative classes or vice versa so that the terms majority and minority data appear. If the majority data is more dominant then the classification process tends to produce a classification into the majority …
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- xv, 102 hlm.; Ilus.; 29 cm
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- T930692023
DIAGNOSA PENYAKIT KULIT MENGGUNAKAN METODE FORWARD CHAINING PADA SISTEM PAKAR…
Penyakit kulit merupakan masalah yang umum terjadi di negara berkembang dan maju. Iklim tropis menjadi penyebab terbesar perkembangbiakan jamur dan virus penyebab penyakit kulit. Untuk mengatasi penyebaran penyakit kulit yang cepat maka dibutuhkan sebuah sistem pakar yang mampu mendiagnosa penyakit kulit. Pembuatan sistem pakar ini ditujukan agar masyarakat awam dapat mengidentifikasi mandiri d…
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- xiv, 108 hlm.; Ilus.; 29 cm
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- T1270102023
ANALISIS SENTIMEN TRANSFER PEMAIN SEPAK BOLA MENGGUNAKAN DEEP LEARNING ROBERTA
Football transfer can impact performance of a club, both on or off the pitch. By analyzing sentiment surrounding player signing, clubs can enhance their marketing strategy to achieve higher earnings. Using 1200 data from comment across some of world class player signing announcements on Twitter, this study aims to perform sentiment analysis task using RoBERTa Model on said data. To adapt RoBERT…
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- xvi, 79 hlm.'; Ilus.; 29 cm
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- T1269922023
ELEPHANT HERDING OPTIMIZATION PADA FUZZY TIME SERIES UNTUK PREDIKSI PRODUKSI …
Rice plants is an important agricultural crop in Indonesia and its production is quite high. However, Indonesia has never been absent from importing rice. If imports are carried out continuously, it will have an impact on the weakening of the value of the domestic currency and have an impact on decreasing income, therefore a method is needed to predict rice production. One method that can be us…
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- xvii, 87 hlm.; Ilus.; 29 cm
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- T1236162023
PERBANDINGAN METODE MAPREDUCE BERBASIS SINGLE NODE HADOOP PADA APLIKASI WORD …
Word Count is a type of task used to count the occurrences of unique words in a text file. Processing time is an important factor to consider in meeting the standards of Big Data processing. In the context of Big Data processing, Hadoop MapReduce serves as a framework used to develop software and process large-scale data in parallel. The conducted research involved the processing of text files …
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- xv, 53 hlm.; Illus.; 29 cm
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- T1209322023
SISTEM PAKAR PENYAKIT LAMBUNG (DIGESTIVE) MENGGUNAKAN METODE CASE BASED REASO…
Stomach disease is a disease that can not be underestimated because the stomach is one of the vital organs where it can cause other diseases to occur and can lead to death if not treated immediately. The availability of medical services are decreasing in remote areas, this makes it difficult for people to find an expert to diagnose certain diseases especially stomach disease. There is a higher …
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- xvii, 90 hlm.; Ilus.; 29 cm
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- T1271822023
IDENTIFIKASI PENYAKIT PADA DAUN TOMAT MENGGUNAKAN ALGORITMA BACKPROPAGATION
Tomato (Licopresicum esculentum Mill) is a fruit plant that belongs to the Solanaceae family which consists of 220 species. The presence of pests and plant diseases is generally characterized by changes in the physiological shape of the leaves. The learning rate used in backpropagation training is 0.01 with iterations of 50, 100, and 250. Software testing uses 2000 testing data with 200 disease…
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- xv, 57 hlm.; Ilus.; 29 cm
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- T1267142023
KLASTERISASI DIRECTION PESAWAT DARI BANDARA SULTAN MAHMUD BADARUDDIN II MENGG…
Airplanes are the most effective and efficient form of transportation for moving from one place to another, even with very long distances. To fly the plane also needs direction so that the plane can fly safely and not collide with other planes. To serve air transportation, Palembang has Sultan Mahmud Badaruddin II International Airport. In this study, the K-Medoids algorithm was used in data pr…
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- xiii, 69 hlm.; Ilus.; 29 cm
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- T1288192023
IMPLEMENTASI METODE TIME-INVARIANT FUZZY TIME SERIES UNTUK MEMPREDIKSI HARGA …
Rice prices are food commodity prices that are always monitored and government intervention, because rice prices are able to influence food security, poverty, and economic growth. Rice prices are often volatile. Rice price prediction is very important to be used as information in making decisions and planning appropriate activities. This study discusses the implementation of Time-Invariant Fuzz…
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- xvi, 57 hlm.; Ilus.; 29 cm
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- T1155242023
SISTEM REKOMENDASI AKTIVITAS PADA APLIKASI MOOD TRACKER BERBASIS ANDROID MENG…
The person's mental health is influenced by many factors, one of which is mood. Mood is important to manage, because mood can affect daily productivity. This research aims to create an Android-based mood tracker software that can be used to monitor mood. This software has a recommendation system that can recommend activities to do so that the mood gets better. The recommendation system uses a T…
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- xv, 125 hlm.; Ilus.; 29 cm
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- T940422023
IMPLEMENTASI ALGORITMA RECURRENT NEURAL NETWORK DENGAN ARSITEKTUR LONG SHORT-…
The text classification of social media posts poses certain challenges due to the linguistic diversity that exists, making it an interesting problem to research. This research was conducted to classify sentiments towards the opinion of the community. The use of the RNN algorithm which stores previous data for the latest output results is suitable in this study because it can process sequential …
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- xvi, 101 hlm.; Iluis.; 29 cm
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- T1233392023
PENGECEKAN KEASLIAN FILE PDF DENGAN TEKNIK DIGITAL SIGNATURE MENGGUNAKAN ALGO…
Digital signature is a cryptographic technique to maintain and check the authenticity of data or information. In this research, the algorithms used are the BLAKE2s algorithm as a hash algorithm and the AES algorithm as a decryption encryption algorithm. In this research, the data or information to be checked is in the form of PDF files that have varying file sizes. In the BLAKE2s algorithm, the…
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- xxi, 116 hlm.; Ilus.; 29 cm
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- T1234752023
SISTEM PAKAR DIAGNOSA PENYAKIT GIGI DAN MULUT PADA MANUSIA DENGAN METODE CERT…
Dental and oral health is very important to maintain because it has a big influence on the overall health of the body. Efforts that can be made to maintain healthy teeth and mouth are to maintain cleanliness and carry out periodic checks. However, there are many obstacles that cause people toignore oral health problems and result in dental and oral disease being included in the list of the top …
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- xii, 76 hlm.; Ilus.; 29 cm
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- T1034242022
ANALISIS EMOSI TWITTER MENGGUNAKAN METODE SELEKSI FITUR MUTUAL INFORMATION DA…
Most texts have a large number of features. However, the features contained in the text mostly have a low level of relevance and even caontain noise which can later reduce the accuracy of the results. Feature selection is used to reduce the dimensions of feature space by weighting all features then features with lower weights than treshold will be eliminated. It aims to improve the accuracy and…
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- xv, 119 hlm.; ilus.; 29 cm
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- T1224622023
SISTEM PENDUKUNG KEPUTUSAN SELEKSI PENERIMAAN KARYAWAN BARU MENGGUNAKAN AHP D…
There are so many prospective workers with the same educational background, but not necessarily in accordance with the required company position and not necessarily they have the same expertise. To minimize the occurrence of errors, it can be done by making a decision-making system (DSS) to provide these recommendations. In this study, the Analytical Hierarchy Process (AHP) and the Technique Fo…
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- xviii, 98 hlm.; ilus.; 29 cm
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- T870292023
SISTEM PAKAR DIAGNOSIS TINGKAT RISIKO PENYAKIT JANTUNG DENGAN MENGGUNAKAN MET…
Heart disease is a condition that affects the heart so that it does not function normally. As one of the heart diseases, heart attack is a heart disorder when the heart muscle does not get blood flow and disrupts the heart's function in circulating blood throughout the body. Heart attacks are scary because they can come suddenly, but a person can actually know the level of risk to experience a …
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- xvi, 104 hlm.; ilus.; 29 cm
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- T1163812022
PENERAPAN SUPPORT VECTOR MACHINE PADA METODE COLLABORATIVE FILTERING UNTUK RE…
The increasing number of anime productions with various genres makes it difficult for users to find anime to watch. According to the problems, a recommendation system is needed to provide anime according to the genre preferred by users. The challenges are in the form of data with large dimensions and uneven distribution generating low accuracy and the system running slowly. In order to solve th…
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- xiv, 75 hlm.; ilus.; 29 cm
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- T870982022
PENGENALAN WAJAH TAMPAK SAMPING MENGGUNAKAN METODE CONVOLUTIONAL NEURAL NETWORK
Face is one part of the human body that is used to recognize a person. Faces are used to recognize different people because faces have the highest differences in each person so they are often used in human facial recognition automation systems. In this study, the object used to recognize faces is the side face using the Convolutional Neural Network method. The data used in this study was obtain…
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- xvi, 97 hlm.; ilus.; 29 cm
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- T1261922023
KLASTERISASI DATA TAKE-OFF PENERBANGAN DI BANDAR UDARA SULTAN HASANUDDIN MENG…
Sultan Hasanuddin Airport has an accident virginity rate with a total movement of 212,656 and a deviation value (the result of calculating the deviation between expected occurrence and recorded occurrence) of 3,540. This is due to many factors, such as natural factors, human errors, etc. Then it is necessary to classify flight data in the take-off phase in order to visualize the pattern of data…
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- xiv, 74 hlm.; Ilus.; 29cm
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- T1169342023
REKOMENDASI GAME TERBAIK BERDASARKAN USIA DI APLIKASI PLAYSTORE MENGGUNAKAN M…
Game is a game played by children and adults, but the game is played not according to age type. therefore, the best game recommendations based on age are made in the playstore application. This research aims to build a Decision Support System (SPK) to select these games based on ages 3+, 7+ and 12+. The data used for each age is 70 game data. In this study using the Additive Rasio Assessment (A…
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- xv, 74 hlm.; Ilus.; 29 cm
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- T1196422023
MULTI DIRECTIONAL FACE RECOGNITION DENGAN METODE CNN (CONVOLUTIONAL NEURAL NE…
Face recognition is a field that has garnered significant attention in the development of artificial intelligence systems. In this research, we focus on face recognition from multiple viewpoints using the Convolutional Neural Network (CNN) method. Conventional approaches to face recognition often overlook variations in face position and orientation, leading to unsatisfactory performance in real…
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- xv, 86 hlm.; Ilus.; 29 cm
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- T1250622023
SISTEM PAKAR DIAGNOSA KERUSAKAN MOBIL LAND CRUISER BJ40 MENGGUNAKAN METODE FO…
The Land Cruiser BJ40 is known to experience various issues such as electrical problems, ignition system issues, worn-out suspension components, and a lack of maintenance. Furthermore, there is a shortage of skilled experts or mechanics who can repair these issues due to the limited availability of information and expertise. Therefore, a system is needed to assist users in diagnosing temporary …
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- xv, 83 hlm.; Ilus.; 29 cm
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- T1269462023
PERBANDINGAN ALGORITMA BACKPROPOGATION DAN SUPPORT VECTOR MACHINE (SVM) UNTUK…
In a college, students not only have the opportunity to learn as usual but also to develop skills that can be honed by participating in one or more organizations on and off campus. Many people think that being involved in organizations will prolong a student's study duration, but that is not entirely true. Many of these students focus on their organizations while still performing well in their …
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- xiv, 75 hlm.; Ilus.; 29 cm
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- T1246502023
PERBANDINGAN METODE SAW DAN SMART DALAM SISTEM REKOMENDASI PESERTA DIDIK BARU
The increasing number of students who register for school, resulting in problems that often occur in schools when implementing the admission of new students, namely not enough school capacity to accommodate all students. So that the school selects new students to get the best students. In this study compared the SAW and SMART methods in the admission recommendation system of new participants. S…
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- xiii, 61 hlm.; Ilus.; 29 cm
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- T1230732023
ANALISA PERBANDINGAN FUZZY LOGIC SUGENO DAN MAMDANI UNTUK MEMPREDIKSI JUMLAH …
Bottled drinking water (AMDK) is drinking water that is ready for consumption without having to go through the heating process first and its practical use, so now many people choose to use AMDK which makes the amount of AMDK production increase. The amount of bottled water production needs to be planned appropriately because it can affect the level of sales and market demand. To plan the amount…
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- xvii, 119 hlm.; ilus.; 29 cm
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- T1149932023
KLASIFIKASI EMOSI PADA TWITTER MENGGUNAKAN BIDIRECTIONAL LONG SHORT TERM MEMORY
Twitter is one of the social media platforms where users can share messages. These messages often contain emotions. The conveyed emotions in these tweets can be recognized through an emotion classification process. However, the text data in tweets is often unstructured, so the appropriate method needs to be applied for emotion classification. The method used in this research involves the utiliz…
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- xiv, 89 hlm.; ilus.; 29 cm
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- T1151612023
WORD SENSE DISAMBIGUATION (WSD) PADA KALIMAT BAHASA INDONESIA MENGGUNAKAN ALG…
The Indonesian language is known to have several words that are commonly recognized for their ambiguous nature, meaning they possess more than one meaning. Word Sense Disambiguation (WSD), a branch of Natural Language Processing (NLP), deals with the challenge of resolving this ambiguity and identifying the precise meaning of a word based on its context. Among the algorithms used for WSD, the S…
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- xvi, 94 hlm.; ilus.; 29 cm
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- T1257082023
SISTEM PAKAR IDENTIFIKASI KERUSAKAN MOBIL MENGGUNAKAN METODE TSUKAMOTO
Kerusakan pada mobil sebagian besar terjadi dikarenakan kelalaian dari pemilik mobil untuk melakukan perawatan dan pengecekan kondisi kendaraan secara berkala, sebagian besar pemilik mobil bahkan tidak menyadari bahwa kondisi mobil yang digunakan sudah tidak lagi baik dan memerlukan perawatan guna mencegah kerusakan yang lebih serius dikemudian hari. Dalam Skripsi ini penulis merancang sebuah s…
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- xvii, 130 hlm.; ilus.; 29 cm
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- T1270082023
PREDICTING SALARY OUTCOME IN THE FIELD OF DATA SCIENCES WITH EXTREME GRADIENT…
In this study, the crucial aspect of job marketing was addressed, specifically the need for accurate salary predictions based on job seekers' skills. It is vital to minimize disparities between applicants' actual abilities and their salary expectations to ensure fairness and transparency in the hiring process. To tackle this challenge, the development of a salary prediction system tailored to d…
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- xi, 56 hlm.; ilus.; 29 cm
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- T1273092023
KLASTERISASI DATA TAKE-OFF PENERBANGAN DI BANDAR UDARA SULTAN HASANUDDIN MENG…
Sultan Hasanuddin Airport has an accident virginity rate with a total movement of 212,656 and a deviation value (the result of calculating the deviation between expected occurrence and recorded occurrence) of 3,540. This is due to many factors, such as natural factors, human errors, etc. Then it is necessary to classify flight data in the take-off phase in order to visualize the pattern of data…
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- ISBN/ISSN
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- xiv, 74 hlm.; Ilus.; 29cm
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- T1169342023
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