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The internship program of Universitas Mayjen Sungkono in Begaganlimo Village introduced a training initiative focused on the Development of an Adaptive Learning Platform Based on D-PACK as an effort to enhance the quality of digital learning in Begaganlimo elementary schools. This training was designed to assist teachers in strengthening their ability to design and utilize interactive learning media supported by artificial intelligence (AI). Through this socialization activity, teachers were not only introduced to the use of adaptive technology but also guided to apply it in teaching practices so that the learning process becomes more effective, easier to understand, and more engaging for students. In addition, the socialization activities provided a deeper understanding of how technology can be used and integrated into teaching. Teachers not only learned to operate AI-based applications or devices, but they also gained insight into the pedagogical principles within the DPACK framework, which ensures that technology is applied appropriately. As a result, learning is expected to become easier to understand, more engaging, and capable of increasing students’ participation and motivation in the classroom.

Electroencephalography (EEG) signals are highly susceptible to noise and artifacts, which can degrade analysis accuracy, particularly in Autism Spectrum Disorder (ASD) studies. Therefore, effective preprocessing is required to improve signal quality prior to further analysis. This study proposes an integrated EEG preprocessing pipeline that combines a Finite Impulse Response (FIR) band-pass filter (0.5–70 Hz) with notch filtering and detrending, followed by temporal denoising using the Stationary Wavelet Transform (SWT) with the Daubechies 4 mother wavelet and spatial filtering based on SPHARA. This dual-domain approach is designed to address both temporal and spatial noise in multichannel EEG signals. Experimental results demonstrate that the proposed FIR combined with SWT and SPHARA pipeline consistently outperforms single-domain preprocessing methods, achieving a maximum Signal-to-Noise Ratio (SNR) of 31.93 dB. The proposed method also produces the lowest Mean Absolute Error (MAE) (16.81 µV) and Standard Deviation (SD) (0.75 µV), indicating high signal stability with minimal amplitude distortion. Root Mean Square Error (RMSE) values remain stable within the range of 29.5–592.3 µV, with a minimum RMSE of 29.5 µV, demonstrating effective noise suppression while preserving signal energy. These results confirm that integrating temporal and spatial preprocessing significantly improves EEG signal quality and supports more reliable EEG analysis for ASD-related studies.

Abstract This study aims to analyze the legal basis and mechanisms for implementing Minimum Service Standards (MSS) in public service delivery in Indonesia. As a strategic instrument, the MSS is designed to ensure the fulfillment of citizens' constitutional rights through quality basic services. Using qualitative research methods with a juridical-normative approach, this study evaluates the extent to which the implementation of the MSS has been able to create equitable access to services and identifies crucial factors influencing its success. The results indicate that although the MSS has a solid legal basis through Law No. 23 of 2014 and Government Regulation No. 2 of 2018, the reality on the ground still shows significant gaps. Implementation of this policy is often hampered by low organizational capacity at the regional level, limited human resource (HR) competency, inaccurate sectoral data, and weak inter-institutional coordination. This study concludes that the effectiveness of the MSS is highly dependent on strengthening regional fiscal capacity, political commitment of leadership, and the integration of valid data-based planning. This is necessary to achieve social justice and equitable welfare within the framework of a welfare state in Indonesia.

Preoperative anxiety can lead to increased blood pressure, accelerated heart rate, and bleeding. One of the non-pharmacological interventions that can be provided is dhikr therapy, particularly tahlil dhikr (repeated recitation of La ilaha illallah). This study aims to determine the effect of tahlil dhikr on reducing anxiety in preoperative patients. This research is a quantitative study with a quasi-experimental design, using a one-group pretest-posttest approach. Data collection was conducted from May 22 to May 27, 2025, at Meuraxa Hospital. The population in this study consisted of 270 patients scheduled for surgery at Meuraxa Hospital, Banda Aceh, with a sample of 73 respondents selected through random sampling. The research instruments used were the Standard Operating Procedure (SOP) for Tahlil Dhikr Therapy and the Depression Anxiety Stress Scale 21 (DASS-21) questionnaire, which had a Cronbach’s Alpha score between 0.6 – 0.7 and was considered reliable with a result > 0.6. The results showed a decrease in the intensity of anxiety after the administration of tahlil dhikr. Data analysis using the Wilcoxon Signed-Rank Test showed a p-value = 0.000 (≤ 0.05), indicating a significant effect of tahlil dhikr on reducing preoperative anxiety among patients at Meuraxa Hospital, Banda Aceh. The study recommends the integration of tahlil dhikr as an alternative method for reducing anxiety in preoperative patients.

This research was conducted with the aim of developing an automation system for recording warehouse inventory based on Google Sheets to improve the effectiveness and efficiency of the stocktaking process at the Cresta Management warehouse. This research was based on problems in the semi-manual process that used logbooks and separate files for each group of goods, which caused problems such as data duplication, limited data access, lack of data transparency, and lengthy recapitulation process. This research used the Research and Development method using the ADDIE model (Analyze, Design, Develop, Implement, and Evaluate). Data were collected through observastion, interviews, questionnaires, and documentation. The result of this development is a system consisting of a login page, goods transcation recording, warehouse dashboard, stock reports, stock cards, and PDF report exports. This study also produced evaluation scores regarding the system’s feasibilty: 93,3% from the first media expert, 80% from the second media expert, 73,3% from the material expert, and 91,75% from users through User Acceptance Testing. These evaluation results indicate that the system is feasible for use and implementation in supporting warehouse operations, as it provides real time data updates, improves the efficiency of goods reporting, and enhances warehouse transactions.

This community service activity aims to improve students' understanding of entrepreneurship through the Socialization of Basic Entrepreneurship for Individual Businesses at SMKN 1 Banyudono, Boyolali Regency. Entrepreneurship education plays a crucial role in preparing vocational school students to enter the workforce and become independent entrepreneurs. However, students' understanding remains limited, both conceptually and practically, particularly regarding individual businesses. This activity was designed using a community organizing approach by actively involving students in all stages of the activity. The implementation method included entrepreneurship socialization, interactive discussions, case studies, simple business simulations, and short interviews. A mixed-method approach was used, namely qualitative through observation and discussion, and quantitative through pre-test and post-test evaluation. The results of the activity showed a significant increase in student understanding, marked by an increase in the average score from the pre-test to the post-test. In addition, there was a positive change in attitude in the form of increased participation, self-confidence, and student awareness of the potential of individual businesses as a realistic business option.

This study aims to critically analyze the determination of the Tax Base (Dasar Pengenaan Pajak/DPP) in the withholding tax mechanism under Article 23 of the Indonesian Income Tax Law for freight forwarding services at PT MPX Indonesia. The research focuses on evaluating the implementation of the “All-In” billing model, where all operational costs are consolidated into a single gross invoice amount and treated as the taxable base. This approach raises concerns regarding its compliance with applicable tax regulations, particularly in distinguishing between service fees and reimbursable expenses. The study employs a qualitative descriptive method using a case study approach. Data are collected through documentation analysis of transaction records, including invoices and Unified Income Tax withholding receipts. The findings are expected to provide insights into the appropriateness of the applied tax base determination method and its implications for tax compliance and efficiency within the company’s operational practices and financial reporting system.

The elderly population in Indonesia, particularly in Surabaya, has been growing significantly, making the need for facilities serving the elderly increasingly urgent. Elderly rehabilitation services must be provided holistically, covering four main aspects: social, health, psychological, and spiritual. However, the implementation of holistic services in some nursing homes still shows differences in quality and has not fully met the expected standards. This study aims to analyze and compare holistic services in two nursing homes, namely Griya Lansia Husnul Khatimah in Malang and UPTD Griya Wreda Jambangan in Surabaya. The method used in this study is descriptive-qualitative comparison, with a field observation approach and a literature review to establish assessment criteria based on the four aspects of holistic services. The research results show that both nursing homes analyzed have shortcomings in the social and psychological service aspects. This indicates a gap in the quality of services received by the elderly in both homes, which needs attention to ensure that holistic services can be applied more effectively and in line with the established standards. This study is expected to provide recommendations for improving the quality of services in nursing homes in Indonesia.

Public service performance serves as a crucial measure of how effectively government agencies provide services to the public. Rising expectations from the public compel governments to ensure that services are delivered in an efficient, open, responsible, and responsive manner. Within the realm of public administration reform, the standard of public services has emerged as a key issue for governments looking to enhance public confidence and governance. The Indonesian government has created the Public Service Index (Indeks Pelayanan Publik/IPP) as a tool to assess the performance of public services. The IPP functions as an all-encompassing measurement system to evaluate the quality, efficiency, and responsibility associated with public service provision across government entities. This research intends to explore the definition of public service performance, the legal framework that regulates public services in Indonesia, and the metrics employed for calculating the Public Service Index. The study uses a qualitative descriptive method and a literature review approach, evaluating various pertinent books, regulations, and scholarly articles concentrating on public service management and performance evaluation. The results indicate that the Public Service Index plays a vital role in assessing service quality, institutional effectiveness, and the degree of public satisfaction. Additionally, the application of the IPP measurements fosters transparency, bolsters accountability, and encourages ongoing enhancements in public service delivery. Therefore, enhancing public service performance necessitates robust regulatory backing, institutional dedication, and the utilization of clear and quantifiable performance metrics to guarantee enduring improvements in service quality.

The increasing sophistication of malware has rendered traditional signature-based detection methods insufficient, necessitating behavior-driven and adaptive analytical frameworks. This study presents a sequential deep learning framework that models system-level API call sequences as structured linguistic representations for behavioral malware detection. Unlike conventional comparative studies, this work systematically evaluates recurrent and attention-based architectures under controlled experimental conditions, with a particular focus on generalization performance and overfitting mitigation. Two neural architectures, a Long Short-Term Memory (LSTM) network and a Transformer-based attention model, are trained on publicly available API call sequence data for binary classification of malicious and benign executables. Beyond standard accuracy metrics, the study further examines model stability, convergence behavior, and the impact of long-range dependency modeling on detection robustness. Experimental results demonstrate that the Transformer architecture achieves superior performance, attaining 95.54% classification accuracy and consistent improvements in precision, recall, and F1-score, indicating a stronger ability to capture complex behavioral dependencies. These findings highlight the effectiveness of attention mechanisms in behavioral malware modeling and provide empirical evidence that NLP-inspired architectures offer a robust and scalable approach for real-world cybersecurity applications.

This research aims to describe the forms and functions of representative speech acts found in the YouTube video “The Basic Concept of Understanding Humans” by Cania Citta. The study arises from the phenomenon of digital communication, which demonstrates a shift in speech patterns from merely delivering information to constructing intellectual discourse that is both reflective and argumentative. A descriptive qualitative method with a pragmatic approach was employed. The data, consisting of representative utterances, were collected through observation and note-taking techniques on video transcripts, then analyzed using Miles and Huberman’s interactive model, which involves data reduction, data presentation, and conclusion drawing. The findings reveal that the dominant representative speech acts include stating, explaining, reporting, concluding, and speculating. Each utterance functions not only to convey information but also to build rational argumentation and foster critical awareness among audiences regarding the concept of humanity. Illocutionarily, these utterances perform informative, argumentative, and reflective functions, emphasizing the speaker’s epistemic responsibility toward the truth of the propositions delivered. The perlocutionary effects include an increased interest and heightened critical awareness among audiences concerning philosophical issues about human nature. This study contributes to the development of pragmatic studies, particularly in understanding the role of language as an instrument of knowledge and persuasion in digital media.

The development of information technology has encouraged improvements in public service quality, including at the village government level. In Sunggal Kanan Village, Sunggal District, Deli Serdang Regency, the process of submitting public complaints and aspirations is still carried out manually, resulting in issues related to documentation, transparency, and follow-up actions. This study aims to design and develop a web-based Village Public Complaint and Aspiration Information System using the Rapid Application Development (RAD) method. The RAD method was chosen because it emphasizes fast system development through iterative stages involving active user participation, namely Requirements Planning, User Design, Construction, and Cutover. Data collection techniques included observation, interviews, and literature studies. The developed system provides features such as user registration and login, complaint and aspiration submission forms, report status tracking, and an admin dashboard for managing and following up on reports. The results show that the system improves efficiency, transparency, and accountability in managing public aspirations. Through this system, citizens can submit reports online without visiting the village office and monitor their report status in real time. The implementation of the RAD method proved effective in delivering a system that meets user needs within a relatively short development time.

Abstraks Tujuan penelitian ini adalah untuk mengidentifikasi faktor-faktor yang mempengaruhi kinerja kerja di Puskesmas Lasem, khususnya dengan melihat iklim kerja, disiplin kerja, dan motivasi karyawan. Output karyawan merupakan variabel dependen dalam analisis ini, dengan ketiga faktor tersebut sebagai variabel independen. Penelitian ini terutama didasarkan pada tanggapan kuesioner, dan menggunakan data primer. Informasi pribadi subjek penelitian menjadi dasar penelitian ini. Sampel yang digunakan berjumlah 85 orang. Proses pengambilan sampel menggunakan sampel jenuh. Penelitian ini menggunakan analisis regresi linier berganda sebagai pendekatan analisis datanya. Hasil penelitian memperlihatkan adanya hubungan positif dan signifikan secara statistik antara variabel lingkungan kerja dan kinerja karyawan, serta hubungan positif dan tidak signifikan secara statistik antara variabel disiplin kerja dan kinerja karyawan.   Abstact The purpose of this research is to identify the factors that affect job performance at the Lasem District Health Center, specifically looking at the workplace climate, work discipline, and employee motivation. Employee output is the dependent variable in this analysis, with the aforementioned three factors serving as independent ones. Primarily based on responses to a questionnaire, this study draws on primary data. Research subjects' personal information is what the research relies on. Using a sample size of 85 people. The sampling process makes use of saturated samples. The research used multiple linear regression analysis as its data analysis approach. The study found that there is a positive and statistically significant relationship between the work environment variable and employee performance, as well as a positive and statistically insignificant relationship between the work discipline variable and employee performance.

This study aims to analyze the level of environmental friendliness of gillnet fishing gear operated by fishermen in Pangandaran Regency. Sustainable management of fishery resources is crucial in this region, given the high biodiversity and the pressure from environmentally damaging fishing activities. The methods used in this study include field observations, interviews, and the distribution of questionnaires to 30 respondents. Data analysis was conducted by scoring based on the nine criteria for environmentally friendly fishing gear established by the FAO Code of Conduct for Responsible Fisheries (CCRF) 1995. These nine criteria include gear selectivity, impact on habitat, fisherman safety, catch quality, consumer safety, impact on biodiversity, protection of endangered species, and social acceptance. The results showed that gillnet fishing gear in Pangandaran Regency obtained an average score of 28.3. Based on the CCRF assessment categories, this value places gillnets in the environmentally friendly category. Nevertheless, the selectivity aspect remains the lowest-scoring factor as the gear still catches more than three species with varying sizes. On the other hand, this fishing gear proved to be safe for habitats, poses no danger to fishermen, produces safe products for consumers, and is well-received socially by the local community.

Bullying remains a serious issue in elementary schools, affecting children’s psychological, social, and academic well-being. Limited student understanding of the forms and impacts of bullying encouraged students of the Community Service Program (KKN) from Mayjen Sungkono University to implement an anti-bullying education program at Tawar State Elementary School. This activity aimed to enhance students’ understanding of bullying while fostering empathy and care toward peers. The program employed an educative–participatory approach through presentations, interactive discussions, question-and-answer sessions, and ice-breaking activities tailored to the characteristics of elementary school students. The participants consisted of 39 students from grades 4 and 5. Evaluation was conducted through observations of student participation, enthusiasm, and their ability to answer questions related to the delivered material. The results indicated that most students were able to understand the concept of bullying, its types, negative impacts, and prevention strategies. Furthermore, students began to apply anti-bullying values in their daily social interactions within the school environment. Anti-bullying education is expected to serve as a preventive measure in creating a safe, comfortable, and supportive school environment that optimally supports students’ growth and development.

Liquidity management is an important aspect in maintaining the operational stability of Islamic banking. Inadequate liquidity management can affect a bank’s ability to fulfill its short-term obligations and reduce public trust in banking institutions. This study aims to examine the basic concepts of liquidity management, liquidity management practices, and the various challenges faced by Islamic banks in maintaining financial stability. The study employed a qualitative method using a literature review approach through the examination of various sources, including books, scientific journals, and research articles relevant to the topic. The collected data were analyzed descriptively to obtain a systematic understanding of liquidity management in Islamic banking. The findings indicate that liquidity management in Islamic banks is carried out through asset and liability management, fund collection, financing distribution, and the implementation of GAP management. In addition, Islamic banking faces several challenges, including the limited availability of Islamic money market instruments, imbalance between assets and liabilities, risks of massive customer withdrawals, and changes in economic conditions and regulations. Therefore, adaptive liquidity management strategies based on prudential principles are required to maintain operational stability and ensure the sustainability of Islamic banking institutions.

Hypertension has become a chronic disease known as the silent killer because it often does not show symptoms but can cause serious complications such as stroke, heart disease, and kidney failure. According to WHO, hypertension is one of the leading causes of death worldwide and its prevalence continues to rise. Sleep disturbances can increase sympathetic nervous system activity and stress hormones, which impact blood pressure elevation. Depression is characterized by prolonged feelings of sadness, loss of interest, and decreased energy. Physiologically, depression can increase stress hormones and cause autonomic nervous system imbalance, leading to elevated blood pressure. To determine the relationship between sleep pattern disturbances and depression levels with blood pressure in hypertensive patients in the outpatient department of RS Permata Medika Semarang. Quantitative research with a correlational design using a cross-sectional approach. The sampling technique used was consecutive sampling with a sample size of 79 respondents. The instruments used are the PSQI questionnaire for sleep pattern disturbances and the DASS-42 for depression levels. Ethics test no 03/EC-LPPM/UWHS/II-2026. Data analysis used the Spearman Rank test. The research results show that there is a significant relationship between sleep pattern disturbances and blood pressure in hypertensive patients (p=0.000; rho=0.826). Respondents with poor sleep patterns mostly have high blood pressure, indicating a very strong and positive relationship, where the worse the sleep pattern, the more uncontrolled the blood pressure tends to be. Additionally, there is a significant relationship between the level of depression and blood pressure (p=0.000; rho=0.808). Respondents with severe and very severe depression mostly have high blood pressure, which means that the higher the level of depression, the more the blood pressure increases or becomes uncontrolled. There is a relationship between sleep pattern disturbances and depression levels with blood pressure in hypertensive patients in the outpatient department of Permata Medika Hospital Semarang.

The purpose of this study is to determine how the use of SOGAM puzzle media in mathematics can improve students' basic counting skills at the elementary school level, especially for addition and subtraction materials in grade 1. This study adopted a descriptive qualitative approach involving 27 grade 1 students of MI NU Hidayatul Mustafidin as research subjects. Data collection was carried out through observation and documentation during learning activities. The research findings showed that students appeared inactive in the learning process and faced difficulties in understanding the concept of addition and subtraction before the introduction of SOGAM puzzle media in mathematics. After the implementation of SOGAM puzzle media in mathematics, students' counting skills improved, as shown by increased accuracy in answering questions, speed in calculating, and better understanding of concepts. In addition, students became more active, enthusiastic, and motivated during learning. SOGAM puzzle media in mathematics can create a fun and interactive learning environment by incorporating game elements in the learning process. Thus, the use of SOGAM puzzle media in mathematics is proven to be effective in improving students' basic counting skills in addition and subtraction materials in elementary schools.

The situations frequently faced by final-year students while preparing scientific papers often have an impact on their mental health and learning process. The purpose of this study was to evaluate the effectiveness of Mozart music therapy in reducing stress among final-year students in the Diploma III Nursing Program at Abulyatama University. This study used a quantitative method with a one-group pre-Test and post-Test design. The population studied included all final-year students in the Diploma III Nursing Program at Abulyatama University, totaling 168 students. The sample consisted of 15 respondents selected using purposive sampling technique. The instrument used in this study was the DASS-42 questionnaire with a Cronbach’s Alpha value of 0.8806, and Mozart classical music therapy was administered in accordance with the Standard Operating Procedure sheet. This research was conducted from May 20 to May 23, 2025. Data analysis used the T-test. The results showed a decrease in the mean stress score from 26.07 (pre-Test) to 20.67 (post-Test), with a p-value = 0.000. Based on these results, it can be concluded that Mozart classical music therapy has an effect in reducing stress among final-year students during the process of writing scientific papers. It is expected that students can make Mozart classical music therapy a routine practice in daily life to maintain mental balance, and educational institutions are advised to organize Mozart classical music therapy programs regularly as a preventive effort against academic stress

For criminal justice systems, the growing number of young people involved in drug-related crimes is a serious problem, especially when it comes to striking a balance between law enforcement and child protection and rehabilitation. By contrasting viewpoints from Islamic law and Indonesian positive law, this study investigates the use of restorative justice in the processing of adolescent drug cases in Tanjung Jabung Barat Regency, Jambi. The study used a qualitative socio-legal methodology that integrates normative legal analysis with empirical field data gathered via observations, interviews, and document analysis involving law enforcement personnel, rehabilitation facilities, families, and community people. The results show that diversionary measures required by Law No. 11 of 2012 regulating the Juvenile Criminal Justice System are the main means by which restorative justice is applied in juvenile drug cases. In order to guarantee that children are not subjected to punitive detention but rather have options for recovery and social reintegration, these systems prioritize mediation, rehabilitation, and community involvement. From the standpoint of Islamic law, restorative justice is consistent with fundamental tenets like tawbah (repentance), islah (reconciliation), and the protection of human welfare, all of which place an emphasis on moral reform and the preservation of children's dignity. These ideas support the adoption of restorative measures in the resolution of adolescent drug offenses in Tanjung Jabung Barat, a sociocultural setting where Malay-Islamic beliefs have a significant impact on community life. The report does, however, also point out a number of difficulties, such as the lack of rehabilitation facilities, the societal stigma associated with juvenile offenders, and the inconsistent use of diversion by law enforcement. The study comes to the conclusion that a framework for handling juvenile drug cases that prioritizes the rehabilitation and future well-being of children is both culturally sensitive and legally sound when restorative justice ideas are integrated with Islamic legal values and Indonesian statutory law.