CHATBOT MENGGUNAKAN ALGORITMA PATTERN BASED UNTUK PELAYANAN PELANGGAN DI TRAV…

Chatterbot, commonly known as chatbot, has emerged as an undeniable contemporary trend. With the utilization of artificial intelligence, technology now aids humans in problem-solving, particularly in the realm of hajj and umrah. This research aims to enhance the services of hajj and umrah travel through the development of a chatbot based on Frequently Asked Questions (FAQ) on a website. The met…

KLASIFIKASI EMOSI PADA KALIMAT DI TWITTER MENGGUNAKAN ALGORITMA LONG SHORT-TE…

Emotions have an important role in human life, especially in social interactions on social media platforms such as Twitter. The classification of emotions in an important sentence plays a role in analyzing public opinion and can help in decision making. The Long Short-Term Memory (LSTM) algorithm is a refinement of the Recurrent Neural Network (RNN) algorithm which is able to manage sequential …

KLASIFIKASI STATUS GIZI BALITA DENGAN MENGGUNAKAN METODE K-NEAREST NEIGHBOR

Pentingnya aspek gizi sebagai pondasi dalam upaya pembangunan bangsa menunjukkan perlunya upaya serius dalam menangani permasalahan kekurangan gizi di Indonesia. Hingga saat ini, penanganan masalah gizi di negara ini lebih difokuskan pada anak-anak yang berusia di bawah lima tahun melalui pemantauan data antropometri anak setiap bulan oleh karena itu untuk mempermudah pemantauan maka di bangun …

KLASIFIKASI PELAGGAN RESERVASI HOTE MENGGUNAKAN METODE RANDOM FOREST

Online hotel reservations have dramatically changed booking possibilities and customer behavior. Reasons for cancellation include changes in plans, scheduling conflicts, and personal affairs. This resulted in losses that had to be faced by the hotel side. To find out the pattern of cancellation of reservations by customers can be done with a classification approach. Classification of customer r…

KLASTERISASI DATA KECELAKAAN LALU LINTAS JALAN RAYA DI PROVINSI JAMBI MENGGUN…

Traffic accidents are one of the main problems faced by many regions, including Jambi Province, where accidents often result in losses both in terms of casualties and material. This research focuses on applying the K Means clustering method to analyze traffic accident data in Jambi Province. The analyzed data are from 2018 to 2022, obtained from the Traffic Directorate of Jambi Province and Mua…

FORECASTING JUMLAH PENDUDUK INDONESIA MENGGUNAKAN DEEP LEARNING

The rate of population growth has three main factors, these are natality, mortality, and migration. These three factors can be used to estimate the population in the future. Based on this population prediction, it can be used for various policies in development planning in a region. In this research, the autoencoder method will be use for predict population. With this method, the input dimensio…

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 …

ANALISA DATA KECELAKAAN PESAWAT DI INDONESIA BERDASARKAN SERTIFIKASI OPERATOR…

Indonesia adalah negara kepulauan dimana transportasi udara menjadi salah satu alternatif yang cepat,efisien dan juga ekonomis bagi pengangkutan antar pulau atau daerah. Berdasarkan data Komite Nasional Keselamatan Transportasi (KNKT) menyatakan bahwa kasus kecelakaan 32% terjadi di bandar udara. Oleh karna itu pemerintah mewajibkan setiap pihak operator penerbangan untuk menjalani suatu proses…

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 …

PENGUKURAN LAJU KECEPATAN KENDARAAN DI JALAN TOL MENGGUNAKAN METODE HAAR CASC…

Penelitian ini bertujuan untuk mengembangkan sistem pengukuran laju kecepatan kendaraan di jalan tol menggunakan metode Haar Cascade Classifier berbasis citra bergerak. Metode ini memungkinkan pengukuran kecepatan kendaraan di jalan tol dengan komputasi yang cepat dibandingkan metode-metode sebelumnya. Sistem ini bekerja dengan mengidentifikasi kendaraan pada citra bergerak dan melacak pergerak…

PENGENALAN SUARA KE TEKS MENGGUNAKAN GAUSSIAN MIXTURE MODEL.

English content is very easy to find in the surrounding environment such as in social media, but Indonesians find it difficult to understand. Since English word often sounds similar to other words and also the pronunciation differences of each person, a speech-to-text recognition system can help recognize English words into text. Gaussian Mixture Model is chosen to recognize speech to text beca…

PENGENALAN SUARA KE TEKS MENGGUNAKAN HIDDEN MARKOV MODEL

Learning new words can be difficult, it helps if it’s possible to look up the new word in a dictionary, however, a word in English often sounds alike to another word, therefore a speech to text system can help searching a word in dictionary. The use of Mel-Frequency Cepstral Coefficient in feature extraction and Hidden Markov Model in recognizing speech to text was chosen because MFCC and Hid…

PENDETEKSIAN PENDARAHAN PADA CITRA DIGITAL RADIOLOGI OTAK MANUSIA MENGGUNAKAN…

This research discusses four scenarios in developing a Faster Region-based Convolutional Neural Network (Faster R-CNN) model to detect bleeding in radiological images of the human brain. We specifically tested and compared key parameters, namely learning rate, batch size, backbone architecture, and data sharing, to determine the most effective configuration. The results show that the learning r…

DIAGNOSA INFEKSI SALURAN PERNAPASAN AKUT MENGGUNAKAN ALGORITMA NAIVE BAYES CL…

ARI is a disease that attacks the respiratory tract which can be caused by a viral infection or can also be caused by other diseases or other conditions, under certain conditions ARI can cause complications if not immediately examined and treated. Diagnosing ARI is not easy for the general public. In this case an expert system can help deal with the problem by building a system that people can …

SISTEM REKOMENDASI PAKET CHANNEL TV MENGGUNAKAN ITEM-BASED CLUSTERING HYBRID …

IPTV minipacks are small packages of various additional channels owned by IndiHome. This package can be selected and purchased according to customer needs. currently used traditional methods of analyzing data, can not handle a large amount of data. One method that can be used is the Item-based clustering hybrid method (ICHM). ICHM builds a group of rating matrices based on the attributes of the…

ANALISIS SENTIMEN TWEET PIALA DUNIA U-20 MENGGUNAKAN METODE LONG SHORT TERM M…

Sentiment analysis is the process of analyzing opinions, sentiments, and so on. The purpose of sentiment analysis is to collect polarity in sentences. What is analyzed are reviews/opinions that are often found on social media, blogs, and many more. One of the most frequently used social media is Twitter. Twitter has many features such as being able to create tweets. Tweets made by users are usu…

KLASIFIKASI RAS MONGOLOID MENGGUNAKAN CONVOLUTIONAL NEURAL NETWORK

Mongoloid is a type of human race that exists in the world. Each mongoloid race has different characteristics and physical traits including eyes, nose, and skin color. This research aims to build a system that can classify mongoloid races from input images. This system uses the Convolutional Neural Network method which then the error results from the classification using the Confusion Matrix ca…

ANALISIS SENTIMEN REVIEW MOVIE PADA IMDB MENGGUNAKAN METODE SELEKSI FITUR INF…

IMDb is a website that provides information about all movies, including user-generated movie reviews. Reviews are identified through textual data in the form of comment text. However, the large number of features in reviews makes the textual data ambiguous, creating difficulties for sentiment analysis. To address this challenge, this research employs the Information Gain feature selection metho…

VISUALISASI DATA CAMP SHOLAWAT ANNUR MENGGUNAKAN FRAMEWORK CODE IGNITER (CI) …

Visualisasi Data Camp Sholawat Annur menggunakan framework Code Igniter (CI) berbasis Model View Controller (MVC) digunakan untuk memudahkan para jamaah Camp Sholawat Annur untuk mengevaluasi diri. Penelitian ini mengembangkan sistem informasi yang berbentuk Visualisasi Data dan Highchart. Dalam Proses Visualisasi Data Camp Sholawat Annur ini menggunakan framework Code Igniter yaitu Code ignite…

PENCARIAN JAWABAN NAMA ORANG PADA SISTEM TANYA JAWAB BERBAHASA INDONESIA MENG…

Question Answering System (QAS) is a research area in natural language processing that aims to help users receive information through a comfortable interface in natural language. Question Answering System requires a database as a source for obtaining information. Currently, free-to-use web-based structured information such as DBpedia is available. The lack of research on an Indonesian Question …

KLASIFIKASI MASA TUNGGU ALUMNI UNIVERSITAS SRIWIJAYA DALAM MENDAPATKAN PEKERJ…

The success of graduates in the world of work is one of the things that a university wants to achieve. Sriwijaya University aims to produce quality graduates in order to prepare students to compete in the world of work. One of the things that graduates also want to achieve after completing their studies is getting a job. However, it certainly requires a waiting period in getting a job. Therefor…

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…

KUERI STOK BARANG PADA E-COMMERCE CHATBOT BERBASIS TEXT-TO- SQL

The use of a database as a data storage medium is very important, especially for e-commerce owners in storing information about the products they sell. Besides being used to store data, the use of databases makes it easier to search and process data, overcome data redundancy, maintain data consistency, and the costs incurred are quite cheap. In its use, one needs to write the right query so tha…

SISTEM INFORMASI GEOGRAFIS : Tools and Plug-Ins

Edition

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ISBN/ISSN

979-3338-23-7

Collation

viii, 179 hlm. : ilus. ; 21 cm

Series Title

-

Call Number

004 Pra s

METODE NUMERIK Jilid 1 EDISI KEDUA

Edition

2

ISBN/ISSN

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Collation

xix, 924 hlm. : ill. ; 23 cm

Series Title

-

Call Number

519.4 Cha n

DATA MINING FOR BUSINESS ANALYTICS : CONCEPTS, TECHNIQUES, AND APPLICATIONS IN R

Edition

1

ISBN/ISSN

978-1118879368

Collation

xxix, 544 hlm; 26 cm

Series Title

-

Call Number

006.3 Shm d

Statistik Deskriptif: Konsep dan Aplikasi dengan Microsoft Excel dan SPSS

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PENERAPAN DEEP LEARNING PADA IMPUTASI DATA TANDA VITAL UNTUK MENINGKATKAN AKU…

Cardiac arrest refers to a sudden interruption of cardiac activity that commonly caused by certain anomalous events. The patients of cardiac arrest have at least one abnormal vital sign in the one to four hours prior to the onset of cardiac arrest. In the previous studies, the patient's vital sign data have used many missing values. Due to the large number of missing values in the data, to proc…

KLASIFIKASI PENENTUAN PENERIMA VAKSIN COVID-19 MENGGUNAKAN METODE K-NEAREST N…

The Indonesian government created regulations regarding the implementation of Covid-19 vaccination to reduce the rate of spread after the COVID-19 pandemic was declared on March 11, 2020, by WHO. The Covid-19 vaccine is one form of prevention to avoid the viral pathogen that causes Corona disease. The number of treatments that must be carried out by vaccinators makes the tendency for accuracy t…

PENGGUNAAN METODE FUZZY C-MEANS DAN LEARNING VECTOR QUANTIZATION DALAM MENDET…

A malignant tumour of the cervix, also known as cervical cancer, is the fourth most common cancer in women. It became top priority in government concern since the high mortality rate in term of cancer that happen in women. To minimize this mortality rate, it needed to do an early detection, so it can be treated while it in the early stage. This research was developed to produce software that ca…