Crime is a complex social problem that continues to increase in various regions of Indonesia. The increasing number of crime cases in Indonesia, particularly during the 2021 to 2023 period, indicates the need for a more in-depth analysis to identify crime patterns and crime-prone areas. This study aims to cluster provinces in Indonesia based on crime rates and to compare the performance of the …
The banking industry faces significant challenges in credit risk management due to the subjectivity of manual analysis. This study aims to develop an objective credit risk classification model using Support Vector Machine (SVM) optimized with Grid Search (GS) and Synthetic Minority Over-sampling Technique (SMOTE) on the German Credit Dataset. Recall is designated as the primary evaluation metri…
Early marriage remains a prevalent social issue in Indonesia, particularly in South Sumatra Province which has a relatively high rate of child marriage. This phenomenon is influenced by various factors such as economic conditions, education level, cultural aspects, and social behavior, and it has negative impacts on health, education, and social welfare. This study aims to identify and analyze …
This study aims to analyze the management of electronic information and data on gender and children at the Women's Empowerment and Child Protection Office of South Sumatra Province using a management function approach, which includes planning, organizing, leading, and controlling. The study employs a qualitative approach, with data collected through observation, interviews, and documentation. T…
This study aims to analyze the distribution of questions on virus material in Grade X Biology textbooks based on Science Process Skills (SPS) and the cognitive levels of the Revised Bloom’s Taxonomy. This research employed a descriptive qualitative method with document analysis techniques on four Biology textbooks implementing the Merdeka Curriculum used in senior high schools in Palembang. T…