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ANALISIS PERBANDINGAN KLASIFIKASI INTENT CHATBOT MENGGUNAKAN DEEP LEARNING BE…
A chatbot is a software application to designed handle user inputs and generate appropriate replies based on those inputs, which are then communicated back to the user. In able to provide accurate responses, the chatbot must be able to understand the intent of the user accurately. An issue in the development of chatbots is how to accurate classify user intent. Incorrectly understanding user int…
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- xii, 65 hlm., ilus., tab.; 29 cm
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- T1643912025
PENERAPAN METODE K-NEAREST NEIGHBOR & METODE WEIGHTED PRODUCT DALAM PENENTUAN…
Pendidikan sekolah menengah atas di Indonesia terbagi atas beberapa jurusan yang telah ditentukan oleh kementrian pendidikan. Jurusan nantinya juga dapat memberikan pengaruh terhadap siswa saat akan melanjutkan pendidikan ke jenjang universitas. Maka dari itu siswa harus ditempatkan pada jurusan yang sesuai dengan kemampuan dan keinginannya agar dapat menyelesaikan masa pendidikan dengan baik. …
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- xv, 72 hlm,: ilus.; 29 cm
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- T560692021
IMPLEMENTATION OF DATA MINING CLASSIFICATION IN ACCURATE FRAUD TRANSCATION CL…
Fraud is a common problem in the financial and banking, including Bank Bengkulu. Fraud is a deliberate act of deviation in order to gain profit, either directly or indirectly, and results in losses for the bank, such as lost profits and decreased corporate credibility. In overcoming these business problems, various studies have stated that data mining is one of the best recommendations in deali…
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- xiv, 57 hlm,: ilus.; 29 cm
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- T411902021
SEGMENTASI LESI KULIT MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK
Skin lesions are the first clinical symptoms of diseases like chickenpox, melanoma and others. With digital image processing for skin cancer detection, it is possible to make a diagnosis without any physical contact with the skin. Factors such as residue (hair and ruler markers), unclear borders, variable contrast, differences in shape and color differences in dermoscopy images of skin lesions …
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- xiv, 70 hlm,: ilus.; 29 cm
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- T491892021
KLASIFIKASI KOMENTAR PENGUNJUNG HOTEL MENGGUNAKAN ALGORITMA SUPPORT VECTOR MA…
Hotel visitor comments is one of the basics of the hotel in understanding the needs of visitors to improve hotel services and facilities. This study discussed how to understand the needs of visitors in order to compete with other competitors. Sentiment analysis was used to solve this problem by classifying comments into positive and negative comments using a classification algorithm. Support Ve…
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- xvii, 165 hlm,: ilus.; 29 cm
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- T486032021
OPTIMASI DERAJAT KEANGGOTAAN FUZZY TSUKAMOTO MENGGUNAKAN GENETIC ALGORITHM UN…
This study discusses the use of genetic algorithms to optimize the degree of membership in Fuzzy Tsukamoto in the case of determining the nutritional adequacy of the toddler's diet. Use of Fuzzy Tsukamoto will tolerate malnutrition so that the value is not decisive, while the use of genetic algorithms will optimize fuzzy membership degree range so that the resulting solution will be optimized. …
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- xvi, 108 hlm,: ilus.; 29 cm
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- T526372021
KOMBINASI METODE CASE BASED REASONING (CBR) DAN PARTICLE SWARM OPTIMIZATION (…
This research was developed to produce software to detect Hepatocellular Carcinoma disease using Case-Based Reasoning (CBR) and Particle Swarm Optimization (PSO). First, Case-Based Reasoning is applied to preprocess the data set, so that the weight vector for each attribute will be used in Particle Swarm Optimization (PSO). Particle Swarm Optimization (PSO) is used for decision-making based on …
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- xvi, 104 hlm,: ilus.; 29 cm
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- T512552021
KLASIFIKASI CARA PENANGANAN PASIEN GANGGUAN JIWA MENGGUNAKAN METODE CLASSIFIC…
Classification of ways of handling mental disorders patients is an effort to find out how to properly handle a mental disorder that occurs. The way the patient is treated itself consists of various methods of healing. This research will conduct a classification process using the Classification and Regression Tree method with 5 variables as a reference for the formation of a classification tree.…
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- xvi, 65 hlm,: ilus.; 29 cm
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- T410142021
ALGORITMA SIMETRI RIJNDAEL 128 PADA REAL-TIME CHATTING MENGGUNAKAN TEKNOLOGI …
Easy access to communication media using media such as chat application will have an impact on the security of information. The encryption of the messages is needed to reduce the possibility that the text and files are known, manipulated or stolen by public. This encryption process is called cryptography which has many algorithms, one of them is the Rijndael symmetry algorithm. This research wi…
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- x, 92 hlm,:ilus.; 29 cm
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- T408112021
PENENTUAN TOPIK UTAMA TEKS BAHASA INDONESIA MENGGUNAKAN COSINE SIMILARITY DAN…
Information is a very important thing to add insight and gain knowledge. Hence, there are many ways to obtain information. One of them is by reading but it takes a long time to determine the type of information in the text. Therefore, it takes a way to find out the type of information quickly, one of which is by building a system that can recognize the main topic of Indonesian text. This study …
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- xviii, 77 hlm,: ilus.; 29 cm
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- T420122021
KLASIFIKASI DATASET MENGGUNAKAN METODE NAIVE BAYES
In this study, a system was built to do dataset classification using Naive Bayes method. The study aims to look at the classification performance of Naive Bayes whether it is influenced by dataset characteristics. The study used three data sets with a fairly different number of attributes, instantaneous numbers and data types. Split validation 70% and K-fold Cross validation with k = 10 used as…
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- xiv, 69 hlm,: ilus.; 29 cm
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- T410192021
SISTEM KOREKSI KESALAHAN TULISAN PADA TEKS KARANGAN SISWA SEKOLAH DASAR MENGU…
One of the crucial things in making documents and texts is a typographical error. There are several types of typographical errors, namely insertion errors, deletion errors and substitution errors. In the text written by elementary school students, typographical errors occur because students do not understand how to make essays in Indonesian which are standardized and in accordance with EYD rule…
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- v, 73 hlm,: ilus.; 29 cm
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- T399772021
PEMILIHAN DUTA BUDAYA PALEMBANG MENGGUNAKAN METODE PROFILE MATCHING
Following the ambassador election event is becoming a trend among Indonesian youths lately. Being an ambassador is not an easy thing, an ambassador who is elected must be a good person and have the ability to be a role model for the community. One of them is the Cultural Ambassador. To select cultural ambassadors, there is a long process in the form of assessments that should be calculated prop…
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- xix, 94 hlm,: ilus.; 29 cm
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- T404572021
PENERAPAN ALGORITME NAIVE BAYES CLASSIFIERS PADA SISTEM PENDETEKSI BERITA HOA…
Hoax is a recent issues that many people use as political weapons, unrelevant truth, or distributed purposely false news. Along with the growth of technology which is too fast, at this time fake news are very easily spread over through the internet, such as social media. Many cases of deception caused by the news that someone receives are fake news. Researches in this field has so much popped o…
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- xviii, 75 hlm,: lus.; 29 cm
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- T495332021
MENENTUKAN KUALITAS DAN PRODUKSI SAYURAN SEGAR MENGGUNAKAN METODE SMART(SIMPL…
Sayuran merupakan salah satu kebutuhan penting di Indonesia. Hal ini disebabkan karena peminat akan makanan sehat yang mulai tinggi untuk memenuhi kebutuhannya sehari-hari. Dengan meningkatnya kebutuhan sayur – sayuran proses penentuan kualitas dan produksi masih terhambat karena masih dilakukan secara manual. Oleh karena itu dibuatlah sistem yang dapat membantu seseorang untuk menentukan kua…
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- xv, 71 hlm,: ilus.; 29 cm
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- T401052021
SISTEM REKOMENDASI BUKU MENGGUNAKAN ITEM-BASED CLUSTERING HYBRID METHOD (ICHM)
Buku merupakan salah satu sumber informasi yang mampu membuka wawasan pembaca untuk mengetahui banyak hal. Untuk mendapatkan buku yang sesuai dengan yang diinginkan, diperlukan sebuah sistem yang dapat merekomendasikan buku untuk dibaca selanjutnya. Item-based clustering hybrid method(ICHM) membangun group rating matriks berdasarkan atribut yang dimiliki item rating dan membaginya menjadi beber…
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- xviii, 83 hlm,: ilus.; 29 cm
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- T403592021
PERBANDINGAN ALGORITME K-NEAREST NEIGHBOR DAN FUZZY K- NEAREST NEIGHBOR UNTUK…
Hati merupakan salah satu organ terpenting bagi manusia. Karena hati memiliki tugas utama yaitu menetralkan racun yang masuk ke tubuh baik melalui makanan maupun lingkungan, jika Organ hati rusak maka hal ini dapat mengganggu kemampuan tubuh manusia untuk beraktifitas, Salah satu cara untuk mendiagnosis terkena penyakit hati adalah dengan teknik klasifikasi pada data mining, penelitian ini memb…
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- xiii, 36 hlm,: ilus.; 29 cm
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- T399342021
PEMERIKSAAN PLAGIARISM ARTIKEL ILMIAH BAHASA INDONESIA MENGGUNAKAN METODE JAR…
IN WRITING SCIENTIFIC ARTICLES IT IS ALMOST INEVITABLE TO FIND CHEATING, SUCH AS TAKING OTHER PEOPLE'S IDEAS OR WHAT IS OFTEN CALLED PLAGIARISM. CHECKING PLAGIARISM IN AN ARTICLE IS NOT EASY, BECAUSE THERE ARE SO MANY DATA TO COMPARE. BASED ON THE ABOVE, A SYSTEM IS NEEDED THAT CAN HELP CHECK PLAGIARISM IN INDONESIAN SCIENTIFIC ARTICLES. IN THIS STUDY THE AUTHORS CHOSE THE JARO-WINKLER DISTANCE…
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- xviii, 79 hlm,: ilus.; 29 cm
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- T411452021
PERBANDINGAN RENTANG DATA METRIC PADA ALGORITMA WARD’S TERHADAP DATA CLUSTE…
Clustering is a branch of data mining methodology which objective is to cluster multiple objects to form a group of different clusters, some of the algorithm that have been applied in this methodology is Ward’s. In the application of clustering method, a lot of factor can affect the results of cluster, one of them is distance vector method which might affect the cluster result by a huge margi…
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- xxi, 68 hlm,: ilus.; 29 cm
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- T564622021
PERBANDINGAN CERTAINTY FACTOR (CF) DAN CASE BASED REASONING (CBR) UNTUK MENDI…
Infertility has now become a terrible and serious problem for women. Limited information about infertility suffered by women makes it difficult for them to predict the disease they are suffering from. Therefore we need an expert system that can predict infertility in women. The methods used in this research are Certainty Factor (CF) and Case Based Reasoning (CBR) methods. Certainty Factor (CF) …
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- xix, 128 hlm,: ilus.; 29 cm
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- T568942021
OPTIMASI METODE C4.5 MENGGUNAKAN PARTICLE SWARM OPTIMIZATION UNTUK KLASIFIKAS…
The C4.5 method has weaknesses including problems when the dataset has large dimensions and attributes in the dataset are not all relevant attributes to the classification. These irrelevant attributes affect the accuracy of the C4.5 method. Therefore, optimization is needed to overcome these weaknesses. This study uses particle swarm optimization (PSO) to optimize the C4.5 method used for attri…
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- xv, 81 hlm,: ilus.; 29 cm
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- T541532021
SISTEM PENGAMANAN PESAN MENGGUNAKAN KRIPTOGRAFI AES DAN DIGITAL SIGNATURE RSA…
A chat message has high privacy and there are still many chat applications that do not provide security so the messages can be intercepted and known by unwanted people. AES cryptography has generally been implemented in most chat messenger applications. However, with cases of eavesdropping and fraud still rampant, it is necessary to improve message security schemes that can strengthen the secur…
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- xiii, 75 hlm,: ilus.; 29 cm
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- T537432021
PERBANDINGAN WAKTU PADA KEAMANAN UNIFORM RESOURCE LOCATOR (URL) WEBSITE DARI …
Website is frequently used as media to share information regarding image, text, voice and video. As for the widespread use of website that accessable publicly, it can cause several criminal acts such as stealing important information to data manipulation. SQL Injection is one of the attack often used by that irresponsible people. To prevent the attack of SQL Injection we need to encode the URLâ…
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- xvii, 65 hlm,: ilus.; 29 cm
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- T464952021
PERBANDINGAN METODE NAIVE BAYES DAN K-NEAREST NEIGHBOR UNTUK KLASIFIKASI KELU…
Student graduation is one of the areas included in the Internal Quality Assurance Standards (SPMI) of a university. Factors that can influence student graduation include the Semester Achievement Index (IPS) score, GPA, and Graduation Status. One of the methods that can be used to perform classfication is the Naive Bayes and K-Nearest Neighbor methods. The results obtained in the Naive Bayes met…
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- xvii, 58 hlm,: ilus.; 29 cm
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- T466152021
SISTEM PAKAR DIAGNOSIS EDENTULOUS MENGGUNAKAN FORWARD CHAINING
Kehilangan gigi merupakan masalah kesehatan gigi dan mulut yang sering terjadi di masyarakat, salah satunya Edentulous yang merupakan suatu keadaan lepasnya satu atau lebih gigi dari tempatnya. Kehilangan tersebut dapat disebabkan oleh karies, penyakit periodontal, trauma dan atrisi yang berat. Penelitian yang menggunakan metode Forward Chaining ini bertujuan untuk mendapatkan diagnosis Edentul…
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- xvi, 68 hlm,: ilus.; 29 cm
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- T487912021
PENGARUH JUMLAH HIDDEN LAYER DIDALAM ARSITEKTUR BACKPROPAGATION PADA ALGORITM…
The Backpropagation algorithm has a weakness in processing data directly from the experience of experts without knowing the tendency to enter the target. Fuzzy Logic is the right choice in overcoming this, because the function of fuzzy logic is to create a degree of membership where the value of a higher degree of membership in a target can indicate that the data will enter the target. The effe…
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- xvii, 127 hlm,: ilus.; 29 cm
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- T509272021
PREDIKSI PERMINTAAN MATA KULIAH PADA SEMESTER ANTARA MENGGUNAKAN ALGORITMA AP…
Every year there are many students who want to take short semesters but cant take the courses they want due to majors that do not open these courses. Prediction of course demand is the use of programming technology to find out which courses have a lot of interest in the next semester. The a priori algorithm was chosen to predict course demand because of the method's ability to find final result…
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- xi, 62 hlm,: ilus.; 29 cm
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- T515582021
DIAGNOSA JENIS PENYAKIT HEPATITIS MENGGUNAKAN METODE NAIVE BAYES
Hepatitis is a disease that attacks the liver which can be caused by viral infection or can also be caused by other diseases or other conditions, under certain conditions hepatitis can cause complications if not immediately checked and treated. Diagnosing hepatitis is not an easy thing for the general public. In this case the expert system can help deal with the problem by building a system tha…
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- xvii, 112 hlm,: ilus.; 29 cm
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- T540572021
PENGENALAN TULISAN HIRAGANA MENGGUNAKAN METODE CONVOLUTIONAL NEURAL NETWORK
In the last few decades the Convolutional Neural Network has had outstanding results in various fields related to pattern recognition, one of which is the recognition of Hiragana's writing. For foreigners, hiragana characters are difficult to understand because they have similar characteristics. This study aims to develop software that can recognize hiragana writing using the Convolutioanal Neu…
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- xx, 82 hlm,: ilus.; 29 cm
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- T558652021
KLASIFIKASI EMOSI PADA TEKS BAHASA INDONESIA MENGGUNAKAN K - NEAREST NEIGHBOR
As social beings, humans can communicate in two ways, namely verbal and non-verbal. One way of non-verbal communication is to use text. However, communication using text cannot show one's emotions. Therefore, it is necessary to classify texts in Indonesian. The first step in classifying text is to preprocess the data which consists of casefolding, tokenizing, filtering, stemming, then weighting…
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- xv, 65 hlm,: ilus.; 29 cm
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- T543412021
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