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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…
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- xv, 70 hlm.; ilus.; 29 cm
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- 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…
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- xv, 77 hlm.; Ilus.; 29 cm
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- 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…
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- xiv, 55 hlm.; ilus.; 29 cm
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- 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…
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- xiii, 72 hlm.; ilus.; 29 cm
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- 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…
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- xv, 106 hlm.; ilus.; 29 cm
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- 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…
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- vii, 87 hlm.; ilus.; 29 cm
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- 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…
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- xiv, 70 hlm.; ilus.; 29 cm
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- 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…
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- xiii, 64 hlm.; ilus.; 29 cm
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- 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…
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- xv, 62 hlm.; Ilus.; 29 cm
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- 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…
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- x,76 hlm.; Ilus.; 29 cm
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- T905312021
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
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