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 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…
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…
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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…
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…
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…
Supplier selection is generally made based on estimates only. This is considered less effective because there is no exact calculation and explanation based on it, so it is necessary to rank suppliers according to the criteria they need to make it easier for traders to find suppliers who can accommodate their needs. The PROMETHEE and ELECTRE methods are multi-criteria decision-making methods bas…
In the 2021/2022 school year, there will be a new policy development, namely the Motivating School Program. The Motivating School Program that was adopted underwent a curriculum change, by positioning class X to be in a regular class that had not yet chose program. Determining n a major the specialization program (department) requires accuracy so as not to end up regretting it because there are…
Radiologists analyze CT Scan images for Covid-19 diagnosis. The analysis is currently done manually and took relatively long. Medical image processing can be used to conduct analysis quickly and automatically. This research is looking for solutions to segment Covid-19 lung infections area from CT Scan images. The SegNet models is chosen because of the model efficiency, in both of memory usage a…
In its evolution, cats have many variants that the make adopters confused in determining the right choice. In the early stages of the search there are several common ways that adopters use, such as visiting websites on the internet, reading magazines or books, or directly coming to a pet store. The search process requires money, effort, and time. Therefore, in this final project was built a Dec…
Acts of plagiarism in written works are often encountered in everyday life. More and more texts circulating on the internet result in increased acts of plagiarism without citations due to a lack of creativity in the community. Prevention of plagiarism can be done by creating a software that is able to detect text similarities. In this study, the Ratcliff/Obershelp algorithm is used to detect te…
Cat is one of the most popular pets. There are many cat breeds with unique characteristic and treatment for each breed. A cat owner can have more than one cat, either the same breed or different breeds. But not all cat owners know the breeds of their cats. Computers can be trained to recognized cat breeds, but there are many challenges for computers because it limited by how much they have been…
Heart disease is the number one deadly disease in the world. However, most patients with heart disease do not know the initial symptoms that are felt and not a few people with coronary heart disease die due to a heart attack. This has prompted a lot of research on heart disease, one of which uses computer-based methods. This method is widely developed with the help of intelligent computing capa…
Kurangnya inisiatif manusia untuk mengelola sampahnya sendiri menjadi salah satu sebab tidak maksimalnya manajemen sampah di area pemukiman. Sistem untuk mendeteksi jenis sampah secara real time menjadi kebutuhan untuk mendukung proses manajemen sampah yang lebih cepat dan maksimal. Penelitian ini mengembangkan sistem pendeteksi jenis sampah menggunakan 2 jenis model Single Shot Multibox Detect…
Air is one of the important factors in the life of living things. But along with the increasing development in cities and industrial centers, air quality has changed. One of the pollutant substances, namely Particulate Matter (PM)10, is a particle that can be inhaled into the lungs and can cause adverse health effects. The data that will be used as a research reference is stored in a time serie…
Kriteria penting algoritma kriptografi yang baik adalah praktis dan efisien. Dipilih kriptografi Rabin-p dan RSA-CRT untuk dibandingkan karena algoritma ini memiliki kemiripan dalam proses pembangkitan kunci. Penelitian bertujuan untuk menganalisis efisiensi antara Rabin-p dan RSA-CRT terhadap pengukuran waktu eksekusi komputasi dan kompleksitas algoritma. Penelitian menggunakan lima sampel uji…
Menurut data Badan Pusat Statistik (BPS, 2020) terjadi peningkatan jumlah pengangguran terbuka yang berasal dari lulusan semua jenjang pendidikan. Penelitian ini bertujuan untuk mempermudah proses pencarian pekerjaan dengan menggabungkan dan merekomendasikan informasi lowongan kerja dari beberapa situs menggunakan teknik Web Scraping dan metode Term Frequency–Inverse Document Frequency (TF-ID…
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. …
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…
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 …
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…
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. …
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 …
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.…
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…