This research aims to: 1) Describe the implementation of package B equivalency education learning based on the independent curriculum at SPNF SKB 1 Samarinda city, 2) describe the factors that influence the success of the process of implementing package B equivalency education learning based on the independent curriculum at SPNF SKB 1 Samarinda city. This research rhis is descriptive research using a qualitative approach. Data sources for this research include heads of institutions, tutors and students studying at SPNF SKB 1 Samarinda city. Data collection uses observation, interviews and documentation studies. The data analysis technique uses the Mile and Huberman Model which includes data reduction, data presentation and conclusions. Triangulation was carried out to explain the validity of the data using source interviews and techniques. The results of the research show that: 1) The learning process for equivalent education package B based on the independent curriculum in SKB 1 samarinda city consists of three stages, namely planning learning, implementing learning, and assessing learning, 2) Factors that influence the success of implementing curriculum-based equivalent education package B learning. Independence, namely for internal factors, namely physical factors, and external factors, namely family, family economic conditions, and understanding of parents.

This research is entitled Optimizing the Role of Tourism Villages in Community  Economic Development (Study in Sungai Kakap Village, Sungai Kakap Subdistrict,  Kubu Raya Regency) with the aim of knowing how the role of Sungai Kakap Tourism  Village in the economic development of the local community and raised three problems,  first what factors influence in optimizing the development of Sungai Kakap Tourism Village, Sungai Kakap Subdistrict. second, how is the strategy to optimize the  development of Sungai Kakap Tourism Village, Sungai Kakap Subdistrict optimally and  third, how is the impact of the village in improving the economy for the local community.  This type of research is a qualitative approach, the method used is the method of juridical  sociological approach, the population in this study are business actors around the tourist  village of Sungai Kakap sub-district. Data collection techniques through observation, interviews, and documentation techniques. The results of this study indicate that the  tourist village in Sungai Kakap sub-district has received less attention from the government so that it has not been so optimal in improving the economy of the local  community. The strategy to optimize the development of Sungai Kakap Tourism Village  is the involvement of the local government to promote the tourism village, so that it will  have a good impact on the local community in improving the economy.

Implementation of article 31 paragraph 2 letter C of National Police Chief Regulation no. 12 of 2009 regarding the investigation of abuse due to alcohol at the Gorontalo Resort Police. The research used is Empirical Research, which is legal research that uses empirical facts taken from human behavior, both verbal behavior obtained from interviews and real behavior carried out through direct observation. The research results obtained by the author in conducting this research include the application of Article 31 paragraph 2 letter C of the National Police Chief Regulation no. 12 of 2009 at the Gorontalo Resort Police, it has been implemented but is still not able to be implemented optimally because it is seen from the immediate situation and conditions in the field which are not expected. This article has also been effectively implemented in investigations but will be implemented within existing provisions. In investigations, the process is not always handled based on the provisions in these regulations, because investigators carry out the investigation process based on the level of vulnerability and the potential to threaten public safety.

This study aims to find out about the position of children who are victims of sexual abuse in view of Victimology. The method used in this study is empirical with qualitative descriptive data analysis that describes and outlines the data and facts of the field. The results of this study show that child abuse is one of the most destructive forms of crime, and often has a long-term impact on victims of abuse. Victimology, in its view as the study of victims of crime, plays an important role in understanding the impact of child abuse, as well as in designing effective treatment and protection approaches.. The protection of children is very important because its violation is a violation of human rights. It can be seen that the position of children towards victims of abuse in the view of victimology provides a better view of victims of crime as a result of human actions that cause mental, physical and social suffering.

Studying the Qur'an is a pivotal act of worship in Islam, which necessitates a structured understanding of its verses to facilitate learning and referencing. Reflecting this complexity, each Quranic verse is rich with unique thematic elements and can be classified into a range of distinct categories. This study explores the enhancement of a multi-label classification model through the integration of FastText. Employing a CNN+Bi-LSTM architecture, the research undertakes the classification of Quranic translations across categories such as Tauhid, Ibadah, Akhlak, and Sejarah. Based on model evaluation using F1-Score, it shows significant differences between the CNN+Bi-LSTM model without FastText, with the highest result being 68.70% in the 80:20 testing configuration. Conversely, the CNN+Bi-LSTM+FastText model, combining embedding size and epoch parameters, achieves a result of 73.30% with an embedding size of 200, epoch of 100, and a 90:10 testing configuration. These findings underscore the significant impact of FastText on model optimization, with an enhancement margin of 4.6% over the base model.

This research examines the role of language proficiency in determining academic success among international students. Using a case study approach, the study focuses on international students across several disciplines to assess the impact of language skills on academic performance, participation, and peer integration. Results demonstrate that language proficiency significantly correlates with academic outcomes and engagement levels, emphasizing the need for universities to provide targeted language support services.

This research discusses the Implementation and Inhibiting Factors of Rehabilitation of Children as Drug Users at the Gorontalo Children's Special Development Institution. The method used in the research is empirical with qualitative descriptive data analysis which describes and describes data and facts in the field. Based on the results of the research, the implementation of rehabilitation for children as drug users at the Gorontalo Province Special Child Development Institute is carried out through several stages, namely medical rehabilitation which begins with assessments and interviews as well as observations to examine the body and psychology in order to obtain information and history of narcotics addicts as supporting material for subsequent therapy. After the assessment, the next step is a routine examination process every 2 weeks by a health team or doctor, and administering medication according to the type of drug and the severity of the symptoms caused; Non-medical rehabilitation by carrying out a mental (spiritual) development process which is carried out routinely every day, in collaboration with religious foundations; and Social Rehabilitation by creating groups consisting of several people who have the same problem, then training in their skills to make work or crafts that have (economic) value. The Inhibiting Factors for Implementing Rehabilitation for Children who Use Drugs at the Gorontalo Province Special Development Institution for Children are limited human resources for officers; Limited Operational Funds; limited facilities and infrastructure, and lack of community support.Therefore, LKPA should continue to increase efforts to develop children so that they do not do similar things again in the future, by preparing rehabilitation infrastructure, including increasing competent and professional assistant staff. The community, especially families, must continue to provide full support for the process of coaching their children who are dealing with legal processes such as drugs, for the sake of the future of the nation and state.

The existence of criminal cases arises because there are criminal acts handled by law enforcement. Criminal cases always arise whenever there is a criminal process. Criminal acts or crimes are an inseparable part of life in society. The public measures justice not by the word for word formulation of the law, but by what is felt and seen by the decisions issued based on the legal reality witnessed. The aim of this research is to examine the role of prosecutors in resolving cases using a restorative justice approach. To find out the factors that hinder prosecutors in resolving cases using the concept of restorative justice. In this research, researchers used Empirical Law research. And the data feeding technique is carried out using the interview technique. The data obtained by researchers in this study used quantitative and qualitative methods. The results of the research show that the resolution of acts of abuse by the Bone Bolango District Prosecutor's Office through a restorative justice approach has been adopted. The inhibiting factors experienced by the Bone Bolango prosecutor's office were legal factors, human resources, clashes between victims and perpetrators and community culture.

The aim of this research is to determine law enforcement against operators of damaged roads which result in traffic accidents and to find out what are the obstacles in implementing law enforcement against operators of damaged roads which result in traffic accidents. This research uses an empirical legal research method where the researcher uses a statutory approach and a case approach and data collection is carried out using literature studies and interviews. The results of the research show: firstly, the police in the Bone Bolango Police area carry out law enforcement against drivers who maintain damaged roads that cause accidents. traffic in a preventive and repressive manner. Bone Bolango Regency Police have been carrying out repressive actions such as education and legal action; However, due to a number of obstacles experienced by the Bone Bolango Police, no legal action can be taken until the trial, which only requires making a case report. Both the internal and external operational environment of the traffic police are some of the challenges faced by the Bone Bolango Police. The Bone Bolango Police Traffic Accident Unit lacks personnel and expertise, and the officers' attitude towards drivers is less firm. One of the internal problems faced by the traffic police is this problem. Public ignorance of laws and regulations related to damaged roads and lack of community involvement in reporting damaged roads are two examples of external variables handled by the Traffic Police. Apart from that, there is ambiguity in Law Number 22 of 2009 concerning Road Transport and Traffic. The meaning of "road managers" and the difficulty of law enforcement in enforcing these regulations, especially Article 273, which emphasizes the importance of considering the potential legal consequences for "road managers" who fail to repair damaged roads immediately, which can result in traffic accidents.

The goal to be achieved is to find out the use of spin wheel learning media on heroism material on class learning outcomes. This research is class action research (action research). This research was conducted in the form of cycles, each cycle consisting of several components, namely the stages of preparation, planning, implementation of action, observation and monitoring, reflection, evaluation and revision and conclusion of the results. The data validation process is carried out by asking for an assessment of experts and practitioners regarding the content and outline of the written test which is used as a data collection tool, so that the tool is used to measure student abilities. The use of the spin wheel learning model is proven to improve student learning outcomes. The learning process on the subject matter of heroism from the aspects of teachers and students can be achieved because from cycle to cycle there is reflection and improvement through good collaboration between researchers and observers. This result can be achieved because of this cooperation in designing, implementing, observing, and reflecting on cycles for two cycles. Improving mathematics learning outcomes through the spin wheel learning model in heroism material can be achieved.