The policy of shutting down TikTok Shop has sparked both pros and cons. On one side, it eliminates jobs for content creators whose income relies on TikTok Shop, while on the other side, it saves UMKM  from predatory pricing wars that harm them. Utilizing the Naive Bayes algorithm, a classification method capable of predicting the likelihood of a class and making decisions based on learning data, the Emotion Recognition research on YouTube comments related to the closure of TikTok Shop is conducted. Data will be classified into five classes: happy, angry, sad, afraid, and surprised. The objective of this research is to find the best emotional model using the Naive Bayes method. The results of user testing with Naive Bayes and Tf-Idf show that the precision values for sad, happy, afraid, and surprised emotions are high, while for anger, the percentage is 59%. The percentages for afraid, happy, sad, and surprised emotions are 91%, 87%, 84%, and 79%, respectively. The overall accuracy is 82%.

The management of data collection of research activities, community service, and publications that occur at the National University of Karangturi Semarang is still done manually using Microsoft Excel, which still has various problems related to collecting, storing, searching, processing, and presenting data when needed for the accreditation process. Based on these problems, an information system is needed that can accommodate all the problems experienced by users. Therefore, an information system will be developed to manage all data related to research activities, community service, and publications carried out by lecturers and improve the efficiency of data management. System design is one of the stages of developing an information system. Simlitabmas design has two main objectives, namely to fulfill the needs of users and to provide a clear picture to all personnel involved in system development. System design is one of the important steps in a system development in which a visual representation of a series of processes or activities in an institution or organization is made. One of the modeling or design tools that can be used is the Unified Modeling Language (UML). UML helps describe and design systems, especially in object-oriented programming. In this research, UML diagrams made consist of use case diagrams, activity diagrams, and sequence diagrams.

In the current era of technological advancement, deep learning has become a widely discussed and utilized topic, particularly in image classification, object detection, and natural language processing. A significant development in deep learning is the Convolutional Neural Network (CNN), which is enhanced with various optimizations such as Adam, RMSProp, and SGD. This thesis implements the Inception v3 architecture for the deep learning model, utilizing these three optimization methods to classify malaria disease. The study aims to evaluate performance and determine the best optimization based on classification accuracy. The results indicate that the SGD optimization with a learning rate of 0.001 achieved an accuracy of 94%, RMSProp with learning rates of 0.001 and 0.0001 achieved an accuracy of 96%, and Adam with learning rates of 0.001 and 0.0001 achieved an accuracy of 95%.

Data mining is a technique to dig up new information from a data warehouse, information is seen as very important and valuable because by mastering information it is easy to achieve a goal, this makes everyone compete to obtain information, as well as in trading businesses such as the Iblite Luxury store.  This store is located in Medan close to residents' houses, Sales transaction data will continue to grow, causing data storage to be even larger. Sales transaction data is only used as an archive without being properly utilized. Basically, a dataset has very useful information. Market basket analysis with a priori algorithm is one of the data mining methods that aims to find association patterns based on consumer shopping patterns, so that it can be known what items of goods are purchased in a At the same time, the results of this study found that the highest support and confidence values were Ysl and Chanel with a support value of 50% and confidence of 75%.

Cats are one of the beloved animals that require care and development. As beloved animals, cats have their own charm thanks to their different body shapes, eyes and fur colors. Cats whose pedigrees are officially registered as purebred cats. Cats, in Latin Felis silvestris catus, are a type of carnivore. The word cat usually means a domesticated cat but can also refer to large cats such as lions, tigers and leopards. Cats have been mixed with human life for at least 6000 years BC, since cat skeletons were discovered on the island of Cyprus (Arquitectura et al., 2015).  One of the diseases that often appears in cats is feline lower urinary tract disease (FLUTD), also known as feline urological syndrome (FUS), which is a health problem that often occurs in cats, especially male cats. This health problem attacks the cat's bladder and urethra. Urethral disorders are caused by the structure of the male cat's urethra, which is tube-shaped and has a narrow section, which often causes obstruction of urine from the bladder (VU) to the outside of the body. FLUTD includes several diseases that occur in the cat's urinary tract (Indonesia, 2022).  Knowledge about diseases in cats is one of the problems. Many owners do not realize that their cats are suffering from diseases that can cause death. The cause of the cat's death occurred due to the keeper's lack of knowledge regarding the disease and symptoms the cat was experiencing. Apart from that, the problem is that there are so few doctors available that they are difficult to find, and the information obtained is only in accordance with the condition of the cat when it goes to the vet. If you see other symptoms, like it or not, you have to consult the veterinarian again and it will take additional time and money. This problem can be solved with an expert system that can diagnose the disease suffered by the cat based on the selected symptoms.

Pembangunan bertujuan untuk meningkatkan kualitas masyarakat dan wilayahnya. Salah satu hal yang mendukung berjalannya pembangunan yang berkelanjutan adalah dengan melibatkan perempuan dalam berbagai hal. Pemberdayaan perempuan memberikan dampak positif bagi pembangunan melalui memberikan kesempatan kepada perempuan untuk ikut serta dalam bekerja tanpa membandingkannya dengan laki-laki. Penelitian ini menggunakan studi kepustakaan melalui beberapa sumber buku, artikel ilmiah dan jurnal yang relevan dengan tujuan untuk menyajikan gambaran mengenai pemberdayaan perempuan sebagai poros utama pembangunan berkelanjutan dengan melibatkan indikator membangun kesetaraan, kesejahteraan dan keseimbangan lingkungan. Hasil penelitian menunjukkan pemberdayaan perempuan membuktikan bahwa perempuan dan laki-laki dalam memiliki kesempatan yang sama dari segi pendidikan dan pekerjaan serta keterlibatan perempuan dalam politik untuk mengambil keputusan. Selain itu, perempuan dalam kesejahteraan keluarga sangat penting karena memberikan pendidikan kepada anak sebagai penerus bangsa dan juga panutan seorang sebagai sosok yang kuat. Dalam pengelolaan lingkungan perempuan memiliki potensi yang besar agar terciptanya pelestarian lingkungan  guna menciptapkan kualitas lingkungan hidup. 

This research aims to analyze the implementation of the First In First Out (FIFO) system in managing raw material inventory in the kitchen of Hotel R-GINA Pemalang. The research method used is qualitative, focusing on direct observation, in-depth interviews, and document analysis related to the inventory management process. Although the FIFO system has been widely studied in the context of manufacturing and supply chains in general, this research provides new insights into its application in a hotel kitchen operational environment. The research results show that the implementation of the FIFO system in the kitchen of Hotel R-GINA Pemalang has helped improve the efficiency of raw material usage and reduce the risk of spoilage or expiration. However, several challenges were found in its implementation, such as limited storage space and the need for staff training. The conclusion of this research emphasizes the importance of the FIFO system in raw material inventory management in the hospitality industry. The proposed recommendations include improving storage infrastructure, developing a digital recording system, and ongoing training programs for kitchen staff.

This study is aimed to investigate the compatibility of materials in the textbook entitled "Cambridge English for Job-hunting" based on Tomlinson’s theory. The researcher used descriptive approach research as the type of the study. The data of the study were done by follows the process involved several stages, which are as follows: 1) The researcher selected an English textbook for analysis, 2) the researcher read the English textbook thoroughly, 3) the researcher carefully reviewed the content of the textbook, 4) the researcher gathered all the necessary materials from the textbook for analysis. The result of this study shows that the textbook substantially complies with Tomlinson's criteria for useful tools for language learning. It effectively engages students, builds confidence, offers appropriate information, uses actual speech, and accommodates a range of learning preferences and emotional conditions.
 
 

Factors causing low reading knowledge among students at SD Yayasan Duta Harapan Bukit Sion Medan include the social, economic and educational conditions of the school environment. Factors such as limited access to various reading materials, lack of family support for reading habits, and uninteresting learning methods may be the main causes. In addition, students' intrinsic factors such as lack of interest in reading and undeveloped reading skills also need to be considered. This research is important in identifying the problems and developing appropriate strategies to improve reading skills in the school. This study aims to analyze the factors that cause low reading knowledge at SD Yayasan Duta Harapan Bukit Sion. This method uses a qualitative approach, where data is collected through interviews with teachers and students. The results showed that some of the factors causing students' low reading skills are laziness, physical or psychological disorders, lack of interest and the use of technology. Teachers play an important role in preparing interesting lesson plans, providing special support and using technology. Literacy in schools helps improve students' interest and reading skills through habituation, development and gradual learning. The implications of the findings highlight the need for collaborative efforts between schools and parents to improve reading skills in schools.

This study examines the transformation of Habiburrahman El Shirazy's novel "Ayat-Ayat Cinta" into a film of the same name through an intertextuality approach. The main objective of this study is to analyze how narrative and visual elements in novels are translated into the medium of film, as well as identify and evaluate the changes that occur during the adaptation process. The methods used in this study include text and film analysis, storyline comparison, character development, and the use of symbolism. The results showed that although the film "Ayat-Ayat Cinta" is quite faithful to the theme and main character of the novel, there are some significant simplifications and modifications to the subplot and supporting characters. The visualization adaptation of the narrative description in the novel requires adjustments to meet the cinematic needs and duration of the film. The use of intertextual elements in the film includes direct references to dialogue and key scenes from the novel, as well as visual interpretations of symbols and metaphors present in the text. The changes made in the film were mainly driven by the need to appeal to a wider audience and keep the storyline dense and interesting. This research provides in-depth insight into the dynamics between literary works and film, demonstrating the importance of understanding the essence of the original story in the adaptation process, as well as the implications of the changes made to audience perceptions.This research is expected to make a significant contribution to literary and film studies, as well as serve as a guide for filmmakers in adapting literary works to the big screen.