Eczema, or Atopic Dermatitis, is a skin condition often triggered by certain allergens in food. The increasing prevalence of eczema requires a solution to help individuals prone to allergies recognize potential allergens in packaged food products. This study aims to develop a food composition classification system to detect allergens that may trigger eczema using the Long Short-Term Memory (LST…
Detection of plant diseases through visual observation of leaves manually has several limitations and takes a long time. This research develops an Android application-based plant disease detection system that can identify plant diseases through leaf images using the Convolutional Neural Network (CNN) algorithm. The dataset used in this research comes from Kaggle Disease Classification, which co…
The precense of negation words in a sentence can change the meaning of the sentence, which can lead to misclassification. Negation handling is used as a method to handling negation issues during classification. In this study, the negation handling process is applied to sentiment analysis of Google Meet reviews using Support Vector Machine (SVM) algorithm. Then, the analysis is performed on SVM …
Deafness is a condition where a person's hearing cannot function normally. As a result, these conditions affect ongoing interactions, making it difficult to understand and convey information. Communication problems for the deaf are handled through the introduction of various forms of sign language, one of which is American Sign Language. Computer Vision-based sign language recognition often tak…
People can accidentally stumble on pornographic content on internet, not to mention one can purposely search for it. Large number of criminal cases related to sex crimes, most of the perpetrators claim to be influenced by pornographic content. Digital images that are accessed from the internet cannot be separated from one of the media that could contain pornography, for this reason a system is …
ChatGPT is a web-based chatbot application developed by OpenAI. Since its launch in November 2022, it has received lots of coverage for its ability to generate very human-like responses. However, concerns have been raised about the potential spam and disinformation that can be generated. For this reason, it is necessary to develop a tool that can detect ChatGPT-generated text. This research use…
The study aims to perform a sentiment analysis in user review data to find out user satisfaction in the Spotify apps. Sentiment analysis is the process of document classification and in this study is divided into two parts, namely positive class and negative class. Classification is very important in searching documents for developers. The classification process begins by dividing the data coll…
Water is one of the basic needs for every living thing such as humans, animals and plants. The existence of clean water will greatly affect all living things. With the development of technology, it will certainly make it easier for us to know the quality of water that is good and suitable for use. The purpose of this research is to design a prototype using the Internet of Things (IoT) system in…
DKPP (Dinas Ketahanan Pangan dan Perternakan) Provinsi Sumatera Selatan merupakan lembaga pemerintahan atau instansi yang bernaung dalam melakukan pengkajian, pengembangan, serta koordinasi pemantapan yang salah satunya berfokus pada “Ketahanan Pangan” pada wilayah Sumatera Selatan, dimana yang bertugas dalam mengaturnya yaitu Bidang Distribusi dan Cadangan Pangan. Salahsatu tugasnya adalah…
Author Name Ambiguity is an issue that occurs when publication records contain ambiguous or ambiguous author names, i.e. the same author may appear under different names, or different authors may have similar names. The method proposed in this research is Cost-Sensitive Deep Neural Network (CSDNN). The bibliographic dataset used is the DBLP Dataset by Jinseok Kim, et al. This research focuses o…
The grade point average or, abbreviated as GPA is the average value of student learning outcomes during the lecture period. GPA is used as an indicator of student success and is used as one of the requirements proposed by a company when recruiting workers. This study aims to predict the level of student GPA based on the competencies mastered by alumni when they graduate which has a relationship…
In the short term, tensions in the fertilizer market will increase agricultural production costs and affect farm profits. Especially for those focusing on the field of fertilizer production where the price of raw materials continuously fluctuates in a stochastic or uncertain way from time to time. This study aims to minimize expenses and prepare for the future by knowing when is the right time …
PT. BCN Cinta Manis is a company engaged in the plantation sector. This research was conducted based on the problems that exist in the company's accounting department and also data storage. The accounting department such as the length of the process of making financial reports because it is not assisted by an adequate system starting from the preparation of general journals, ledgers, to the tri…
The Office of Population Control and Family Planning (DPPKB) of Muara Enim Regency is a government agency engaged in family planning and is under the authority of the Population and Famlly Planning Agency (BKKBN). DPPKB Muara Enim Regency experienced problems in processing supplies of contraceptives because data collection on contraceptives was still done manually resulting in poor data collect…