Music genre classification is one part of the music recommendation process, which is a challenging job. This research proposes the classification of music genres using Bidirectional Long Short-Term Memory (BiLSTM) and Mel-Frequency Cepstral Coefficients (MFCC) extraction features. This method was tested on the GTZAN and ISMIR2004 datasets, specifically on the IS-MIR2004 dataset, a duration cutting operation was carried out, which was only taken from seconds 31 to 60 so that it had the same duration as GTZAN, namely 30 seconds. Preprocessing operations by removing silent parts and stretching are also performed at the preprocessing stage to obtain normalized input. Based on the test results, the performance of the proposed method is able to produce accuracy on testing data of 93.10% for GTZAN and 93.69% for the ISMIR2004 dataset.

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.

Basalioma, also known as basal cell carcinoma (BCC), is the most common skin malignancy found throughout the world. Basaliomas commonly occur in the elderly population, which is associated with cumulative sun exposure and other exogenous damage. Older (65–79 years) to very old (>80 years) white individuals showed the highest increase in basalioma incidence rates. In Indonesia, data from the Cancer Registration Agency in 2009 shows that skin cancer ranks 4th out of the 10 most common types of cancer. The most common location is in the nose area. The incidence of metastasis is 0.01-0.1%, and occurs lymphogenously and hematogenously. The most significant causes are exposure to ultraviolet radiation and genetic predisposition. Basaliomas tend to occur in areas of chronic sun exposure and therefore the majority, about 74%, occur on the head, face and neck. Basaliomas usually arise from the lowest layers of the epidermis, although a small number may originate from the outer root sheath of the pilosebaceous unit. The incidence of basalioma is directly proportional to age and inversely proportional to the amount of melanin pigment in the epidermis. Surgery remains the first line of treatment for this disease. Surgical modalities include electrodessication, curettage, excision, cryosurgery, and Mohs micrographic surgery..
 

The problems that occur in the world of education do not only revolve around the socio-economic sector, but have also penetrated the legal realm, as can be seen from the many cases that have arisen in the school environment related to violence perpetrated by unscrupulous teachers against their students. Teachers who should be at the forefront in fortifying and protecting children at school actually do the opposite. The problem raised in this research is: what is the impact of physical violence by teachers on children in the school environment. This research is directed at empirical legal research and the approach used in this research uses a statutory regulation approach and a case approach. This research was carried out at Gorontalo Police. The results of the research and discussion explain that the impacts felt by students as a result of physical violence committed by teachers are divided into 3 (three), namely physical, psychological and social impacts.

In the era of technology 4.0, Indonesia is pursuing progress through the adoption of smart contracts on the blockchain. The government responded to this by establishing technology regulations to address emerging challenges. Legal principles demonstrate their adaptability in the digital era by utilizing information technology to build a modern legal and administrative framework, in line with the vision of industrial development 4.0. This normative juridical legal research evaluates the application of legal norms in a concrete context, using statutory and conceptual approaches. Data collection was carried out through literature study using primary, secondary and tertiary legal materials. Data analysis uses qualitative descriptive methods. Smart contracts are increasingly widely used, especially in electronic transactions such as stock trading, crypto and hotel reservations. As a form of electronic agreement, smart contracts facilitate the automation of contract processes. However, its use must comply with the law and technology neutral principles in the ITE Law. Even though it is automatic, this technology is recognized as an Electronic Agent in accordance with Article 1 Number 8 of the ITE Law. The validity of these automated contracts is only questioned if it is proven that the automated system is problematic. Smart contracts in Indonesia are recognized in the context of contract law based on freedom of contract and the legal basis of the Civil Code. This recognition occurs because the Civil Code is open and complementary. However, the use of smart contracts must comply with statutory regulations, principles of decency and public order. Regulations governing smart contracts include the ITE Law, PP PTSE, and PP PMSE. These three regulations stipulate the procedures for using electronic contracts, providing a clear legal basis for the implementation of smart contracts.

Quality is an important factor in production, so companies must maintain the quality of their products in order to be able to compete in the market. One of them is PT. Swadaya Graha operates in the construction and fabrication services sector, working on several projects, one of which is pipe support. In pipe support fabrication there are problems during the production process. This problem is the presence of "scratch" defects on the surface of the material. The aim of the observations carried out is to minimize the occurrence of production process defects in pipe support fabrication. From the results of the analysis using a cause-and-effect diagram, there are 3 factors that cause defects. And improvement efforts to minimize defects using the 5W + 1H method.
 
Keywords: Cause-Effect Diagram, Defects, Scratch, 5W + 1H Method.

Industry is an economic activity that processes raw materials, raw materials, semi-finished goods, and/or finished goods into goods with higher value. Industrial revolution 4.0 is often also called the cyber physical system. PT XY to run its business has a system, namely Management System (MS). MS cannot be separated from information technology to support KPI achievement. One of the information technologies that needs to be applied to the production department is OEE Downtime Details as a Realtime production report. currently has a system that is not yet effective in OEE KPIs, especially in Downtime Details. The method that can be used to complete analysis related to this problem is the Pureshare Method which displays quantitative data to provide motivation and suitability for business and technology goals. The results obtained from this research are that creating a dashboard can increase the effectiveness of data input and the data can be standardized so that the data is more valid. Suggestions for further research require evaluation regarding the development of information that will be presented on the dashboard.

Electricity is currently a vital resource highly needed by modern society, as the majority of human life activities are related to electricity. This sector is crucial in the execution of development initiatives to seek the enhancement of the well-being and prosperity of the people, enlighten the nation, and boost the people's economy in achieving national development goals. It can be said that electricity has become the primary source of energy in every activity, both in households and industries. PT PLN (Persero) is a state-owned enterprise (BUMN) that has been managing all aspects of electricity in Indonesia for 44 years, aiming to improve the quality of people's lives and focus on customer satisfaction. In order to continue to grow and improve, PT PLN  East Java requires analysis and evaluation of the company's current condition to compete externally. Therefore, a method is needed to determine the position and condition of PT PLN  East Java using the method from the strategic management course, namely the Five Force Analysis Method.
 

Quality control in the garment industry plays an important role to ensure that the products produced meet high quality standards and satisfy consumers. The Acceptable Quality Level method is a promising approach for optimizing garment product control. This research focuses on the application of the Acceptable Quality Level method in managing garment quality at PT XYZ. The aim is to explore the extent to which this method can be applied efficiently in garment production by considering the existing challenges and opportunities. This study uses the "L Tunic Crinckle" tunic sample from PT XYZ as the research object. Data collection involves primary data from direct interactions and observations, as well as secondary data from related literature and journals. Raw material sampling methods are based on product defects, focusing on attribute data to assess non-compliance with specifications. With an AQL value of 2.5% and general supervision level II, this study took a sample of 125 tunics for inspection. Even though several minor and major defects were found, the total rejects did not exceed acceptance standards, so the tunic product lot could be accepted without re-inspection

Community Perceptions of Children with Special Physical Needs in Central Rimbo District, Muara Bungo Regency. This research aims to determine the perception of the community in Muara Bungo Regency regarding children with special needs and to determine the support of the community in Rimbo Tengah District, Muara Bungo Regency for children with special physical needs. This research uses a type of qualitative research which is analyzed descriptively. Data collection techniques were obtained using field research through observation, interviews and documentation methods, involving several community leaders. The results of this research show that regarding the perception of the community in Central Rimbo District, Muara Bungo Regency towards children with special needs, no human being is born perfect, because Allah SWT created humans equipped with their respective strengths and weaknesses. Likewise, for people who have physical limitations, children with special needs are stated in the cultural norms and values as well as community support in Central Rimbo District, Muara Bungo Regency for children with special needs. Community sympathy, especially the community in Central Rimbo District, Muara Bungo Regency, always provides support or support for children with special needs. One way of showing this support is social support as the presence of people who personally provide advice, motivate, direct, encourage and show a way out when experiencing problems and when experiencing obstacles in carrying out activities in a directed manner to achieve goals.