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Showing 97 articles found for "Background"

Sistem Penghitungan Jumlah Kendaraan Pada Area Parkir Menggunakan Background Subtraction Dan OpenCV

Nando Juliansyah, Wendi Saputra, Febri Dristyan
Abstract: Masalah pengelolaan parkir di Politeknik Jambi sering menyebabkan ketidakefisienan akibat sistem penghitungan manual yang rentan human error. Penelitian ini bertujuan merancang sistem penghitungan kendaraan otomatis berbasis… asis pengolahan citra digital. Metode yang digunakan adalah Background Subtraction dengan algoritma MOG2 dan OpenCV menggunakan video kamera smartphone. Sistem mengintegrasikan proses preprocessing citra, operasi morfologi, dan Euclidean Distance Tracker untuk melacak serta menghitung kendaraan secara real-time. Hasil penelitian menunjukkan sistem mampu membedakan kendaraan yang bergerak dengan objek statis secara akurat melalui Virtual Counting Line. Dengan beban komputasi yang ringan dan biaya rendah, sistem ini efektif menjadi solusi otomatisasi manajemen parkir di lingkungan kampus. Parking management issues at Politeknik Jambi often lead to inefficiencies due to manual counting systems prone to human error. This study aims to design an automatic vehicle counting system based on digital image processing. The method utilizes Background Subtraction with the MOG2 algorithm and OpenCV using smartphone video input. The system integrates image preprocessing, morphological operations, and Euclidean Distance Tracker to track and count vehicles in real-time. The results demonstrate that the system can accurately distinguish between moving vehicles and static objects via a Virtual Counting Line. With low computational requirements and cost-effectiveness, this system offers an efficient automation solution for campus parking management.

APPLICATION OF THINK PAIR SHARE (TPS) LEARNING MODEL TO IMPROVE STUDENTS' LEARNING INTEREST IN MATHEMATICS SUBJECTS IN GRADE V AT SDN 001/IX SENGETI

Rts. Mutmainnah, Ahmad Sayuti Nainggolan
Abstract: The background of the research is that students tend to be passive and afraid, and boring so that there is a lack of interest in learning students. The study aims to apply the Think Pair Share (TPS) model to improve students'… ents' interest in learning Mathematics in class V of Elementary School 001/IX Sengeti. The type of research is Classroom Action Research. The Action Model consists of 4 stages, namely planning, action, observation and reflection. The study was conducted in 2 cycles, cycle I as many as 2 meetings and cycle II was conducted in 2 meetings. Data collection in the form of teacher and student observation sheets and questionnaires. The results of the analysis of teacher observations in cycle I obtained a score of 72.05% and cycle II 90.43% in the very high category. While the results of the analysis of student observations in cycle I obtained a score of 72.5% and cycle II 90% in the very high category. Then the results of the analysis of student questionnaires obtained a score of 90% in the very high category. It can be concluded that the application of the Think Pair Share learning model can improve students' interest in learning

ANALISIS PERSEPSI MAHASISWA TERHADAP EFEKTIVITAS PENGGUNAAN CANVA DALAM MENDESAIN PRESENTASI KULIAH

Mutiara Putri, Zarra Hanura IL, Jesi Alexander Alim, Mitha Dwi Anggriani
Abstract: This study aims to explore students’ perceptions of the effectiveness of using canva in designing lecture presentations. The background of this study stems from the rapid development of digital technology that encourages… es the use of design applications as a means of supporting the learning process. The research method used was a quantitative survey involving 30 students as respondents who were selected purposively, namely those who had direct experience using canva. The data collection instrument was a Likert scale questionnaire with 20 statements covering aspects of ease of use, time efficiency, quality and creativity, academic benefits, collaboration, limitations, and satisfaction levels. The results showed that the majority of students had a positive view of using canva. This application was considered easy to operate even without in-depth design skills, helping to speed up the preparation of presentations, while also improving the quality and creativity of the display. In addition, canva is considered to provide real academic benefits, support collaboration, and encourage the exploration of diverse visual styles. However, there are still a number of weaknesses, such as the limitations of the free version, visual designs that are considered less suitable for formal academic contexts, and a small number of students who feel that their creative space is limited. From this research, it can be concluded that canva can be used as an alternative medium to support the learning process in higher education, particularly in developing students' presentation skills. Lecturers and educational institutions can also utilize canva as an innovative learning tool that encourages creativity, collaboration, and improves the quality of material delivery. In addition, the results of this study can be used as a basis for developing policies on the use of digital media in academic activities that are more effective and relevant to students' needs. Abstrak Penelitian ini bertujuan untuk mengeksplorasi persepsi mahasiswa mengenai efektivitas penggunaan canva dalam merancang presentasi perkuliahan. Latar belakang kajian ini berangkat dari pesatnya perkembangan teknologi digital yang mendorong pemanfaatan aplikasi desain sebagai sarana penunjang proses pembelajaran. Metode penelitian yang digunakan adalah survey kuantitatif yang melibatkan 30 mahasiswa sebagai responden yang dipilih secara purposive, yakni mereka yang memiliki pengalaman langsung menggunakan canva. Instrumen pengumpulan data berupa angket skala Likert dengan 20 butir pernyataan yang mencakup aspek kemudahan penggunaan, efisiensi waktu, kualitas dan kreativitas, manfaat akademik, kolaborasi, keterbatasan, serta tingkat kepuasan. Hasil penelitian memperlihatkan bahwa mayoritas mahasiswa memiliki pandangan positif terhadap penggunaan canva. Aplikasi ini dinilai mudah dioperasikan meskipun tanpa keahlian desain yang mendalam, membantu mempercepat penyusunan presentasi, sekaligus meningkatkan mutu dan kreativitas tampilan. Selain itu, canva dianggap memberi manfaat akademik nyata, mendukung kerja sama, dan mendorong eksplorasi gaya visual yang beragam. Meski demikian, masih ditemukan sejumlah kelemahan, seperti keterbatasan fitur versi gratis, desain visual yang dinilai kurang sesuai untuk konteks akademik formal, serta sebagian kecil mahasiswa yang merasa ruang berkreasi mereka terbatasi. Dari penelitian ini dapat ditemukan bahwa canva dapat dijadikan media alternatif untuk menunjang proses pembelajaran di perguruan tinggi, khususnya dalam pengembangan keterampilan presentasi mahasiswa. Dosen dan institusi pendidikan juga dapat memanfaatkan canva sebagai sarana pembelajaran inovatif yang mendorong kreativitas, kolaborasi, serta peningkatan kualitas penyampaian materi. Selain itu, hasil penelitian ini dapat menjadi dasar bagi pengembangan kebijakan penggunaan media digital dalam kegiatan akademik yang lebih efektif dan relevan dengan kebutuhan mahasiswa.

IMPLEMENTASI KEBIJAKAN REKAYASA LALU LINTAS : STUDI KASUS SISTEM SATU ARAH DAN U-TURN DI KOTA PEKANBARU

Lailatul Indriani, Dedi Kusuma Habibie
Abstract: This study aims to analyze the Implementation of Traffic Engineering Policy: A Case Study of One-Way and U-Turn Systems in Pekanbaru City and identify inhibiting factors in its implementation. The background of this study… y is based on traffic problems such as congestion and accidents that are increasing along with the growth of motorized vehicles that are not balanced by adequate road infrastructure. The Pekanbaru City Government through the Transportation Agency has implemented various traffic engineering policies, including the one-way system and the closure of U-Turns at certain points. The method used is a qualitative approach with data collection techniques through interviews, observation, and documentation. The results of the study indicate that the implemented policies have had a positive impact, but their implementation still faces obstacles such as lack of public awareness, limited infrastructure, and less than optimal coordination between institutions. This study recommends the need for more massive socialization and increased synergy between institutions to support the successful implementation of traffic engineering policies.

Penerapan Penerapan Teknologi Berbasis AI dalam Penilaian Keterampilan Praktis Siswa: Studi Eksperimen di MI NU Manbaul Huda

Supriyanto, supriyanto, Naila Fitriyana, Naila Fitriyana
Abstract: This study explores the application of AI-based technology in assessing students' practical skills through an experimental approach at MI NU Manbaul Huda. The background of this research stems from the challenges of traditional… itional assessment methods, which are often subjective, time-consuming, and inconsistent. The study aims to evaluate the effectiveness of an AI-based assessment system in improving the accuracy and efficiency of practical skill evaluation. The methodology involves a quasi-experimental design, comparing an experimental group using the AI system with a control group using traditional methods. Data were collected through observation, questionnaires, and interviews with teachers and students. The results show that the AI system achieved an accuracy rate of 89%, significantly higher than the traditional method's 75%. Additionally, 85% of teachers and 90% of students expressed positive perceptions of the AI system. The study concludes that AI-based technology has the potential to transform practical skill assessment by providing objective, real-time feedback. This research contributes to the field of educational technology by demonstrating the feasibility and benefits of AI in primary education, particularly in Islamic-based schools. Recommendations include teacher training and infrastructure improvements to support broader implementation. Keywords: AI-based assessment, practical skills, primary education, Islamic schools, educational technology.

STRATEGI GURU PENDIDIKAN AGAMA ISLAM DALAM PEMBENTUKAN NILAI-NILAI KARAKTER ISLAMI PESERTA DIDIK DI SMPN 2 NUANGAN

Makaminan, Zakaria, Anwar, Khoirul, Makhshun, Toha
Abstract: This study aims to describe the strategies of Islamic Religious Education teachers in the formation of Islamic character values ​​in students at SMPN 2 Nuangan, identify supporting and inhibiting factors, and analyze the… the impact of these strategies on student behavior. The study used a descriptive qualitative approach with a case study design. The research subjects consisted of the principal, three Islamic Religious Education teachers, and Muslim students at SMPN 2 Nuangan. Data collection techniques were carried out through observation, interviews, and documentation. Data were analyzed through the stages of data reduction, data presentation, and conclusion drawing, while data validity was tested through source and technique triangulation, observation persistence, extended participation, and member checks. The results showed that the strategies of Islamic Religious Education teachers in the formation of Islamic character values ​​were carried out through role models, habituation, advice, integration of character values ​​in learning, and supervision of student behavior. Supporting factors included teacher commitment, a conducive school culture, cooperation among school members, and parental support. Inhibiting factors included differences in student backgrounds, lack of family attention, the influence of the social environment, and limited learning time. This strategy has a positive impact on improving students' religious attitudes, discipline, responsibility and good manners.

THE STRATEGY OF MADRASAH PRINCIPALS IN BUILDING EFFECTIVE LEADERSHIP TO IMPROVE TEACHER PERFORMANCE AT STATE ISLAMIC JUNIOR HIGH SCHOOLS IN PADANGSIDIMPUAN CITY

Huakbar, Subuh Waldo, Anhar, Anhar, Hasibuan, Zainal Efendi
Abstract: This background is based on the importance of the effective leadership role of madrasah principals in improving teacher performance, particularly at Padangsidimpuan State Islamic Junior High School. Challenges such as lack… ck of teacher motivation, minimal professional training, and suboptimal communication between leaders and staff are factors that hinder performance improvement. Therefore, adaptive and innovative leadership strategies are needed to create a conducive work environment and encourage improvements in the quality of education. Methodology: This research uses a descriptive qualitative approach with data collection methods through participant observation, in-depth interviews, and documentation studies at MTsN 1, MTsN 2, and MTsN Preparatory State Islamic Junior High School 3. Padangsidimpuan. Data were analyzed using the Miles and Huberman model through data reduction, data presentation, and conclusion drawing. The results of this study showed that the madrasah principal implemented eight main strategies in building effective leadership to improve teacher performance; (1). Coaching strategy, through training, individual mentoring, and Professional Learning Community (PLC). (2). Supervision strategy, based on participatory academic supervision and constructive feedback. (3). Motivation strategy, through verbal appreciation, emotional support, and professional development. (4). Reward strategy in the form of certificates, incentives, and additional task trust. (5). Discipline strengthening strategy with a systemic, restorative approach, and based on a collective work culture. (6). Family gathering strategy to build emotional bonds and social capital in the madrasah environment. (7). Structured academic supervision strategy through a cycle Collaborative planning, observation, and reflection. (8) Lesson Study strategy as a vehicle for developing distributive leadership and improving the quality of learning. Effective leadership of madrasah principals is built through a holistic approach that integrates administrative, pedagogical, and relational aspects. The implemented strategy has proven significant in improving teacher performance through increased competence, motivation, collaboration, and a positive work culture. This study recommends the need to strengthen teacher development programs and leadership training based on Islamic values for the sustainable improvement of educational quality in madrasahs.

EFFECTIVENESS OF DECISIONS IN ABSENTIA IN RECOVERY OF ASSETS FROM CRIMINAL ACTS OF CORRUPTION: A LEGAL REVIEW OF ARTICLE 38 OF THE LAW ON ERADICATION OF CRIMINAL ACTS OF CORRUPTION

Rahman, Faiz Aulia, Atmojo, Bayu Giri, Wahyudi, Slamet Tri
Abstract: This study examines the effectiveness of in absentia judgments in the recovery of assets from corruption crimes based on Article 38 of the Law on the Eradication of Corruption Crimes. The background of this study is based… d on the phenomenon of many corruption defendants who are absent from trial, so that the judicial process continues through the in absentia mechanism. However, the effectiveness of such judgments in supporting the recovery of state financial losses remains a problem, especially in the aspects of execution and the return of assets resulting from corruption crimes. This study uses a normative legal method (normative juridical) with a statutory approach and a conceptual approach. The results of the study indicate that normatively, Article 38 of the Anti-Corruption Law provides a valid legal basis for courts to render judgments without the presence of the defendant. However, the effectiveness of such judgments in asset recovery is still not optimal because there are obstacles such as difficulties in tracing assets, transfer of asset ownership, limited coordination among law enforcement institutions, and weak asset tracing mechanisms. In addition, there are also juridical obstacles in the form of the lack of comprehensive technical regulations regarding the execution of assets in in absentia cases. Therefore, strengthening regulations and increasing synergy among law enforcement officers are required so that the objective of recovering state losses can be achieved effectively.

IMPLEMENTATION OF THE NAIVE BAYES METHOD FOR CATERING SALES PREDICTION AT PT NEGARA RASA INDONESIA

Gulo, Benifati, Machfud, Syaeful
Abstract: This study discusses the implementation of the Naïve Bayes method to predict catering sales at PT.Negara Rasa Indonesia. The background of this study is based on the problem of suboptimal sales due to the absence of a structured… tructured sales prediction system. The Naïve Bayes method was chosen because of its simplicity, speed, and ability to classify data with a high degree of accuracy. The data used in this study is historical sales data from the last two years, which has undergone cleaning, labeling, and transformation into four sales categories, namely very popular, popular, fairly popular, and less popular. The testing process was carried out using RapidMiner software by dividing the dataset into training data and test data at various ratios of 80:20. The test results showed a very high level of accuracy, with the highest value reaching 91.41%. These findings prove that the Naïve Bayes method is reliable for predicting catering sales, thereby assisting decision-making in more efficient sales management and planning at PT. Negara Rasa Indonesia.

THE INFLUENCE OF WORKLOAD, DUAL ROLE CONFLICT, AND STRESS ON JOB SATISFACTION AND ITS IMPACT ON THE PERFORMANCE OF FEMALE EMPLOYEES (NURSES) AT PERMATA PAMULANG HOSPITAL

Deanidia, Tiffany, Supratikta, Hadi, Abidin, Ali Zaenal
Abstract: This study aims to analyze the effect of workload, multiple role conflict, and work stress on job satisfaction and their impact on the performance of female employees (nurses) at Permata Pamulang Hospital. The background… of this research is based on the hospital’s unmet performance targets, high nursing workloads, the dominance of female employees, and the emergence of conflicts between work demands and family responsibilities that potentially increase stress and reduce job satisfaction. This research adopts a quantitative approach using a survey method. The population consists of all female employees (nurses) at Permata Pamulang Hospital, with a saturated sampling technique. Data were collected through questionnaires using a Likert scale and analyzed using path analysis to examine both direct and indirect relationships among variables. The results indicate that workload, multiple role conflict, and work stress have a significant effect on job satisfaction. Furthermore, job satisfaction has a significant effect on employee performance and acts as an intervening variable in the relationship between workload, multiple role conflict, and work stress on performance. These findings suggest that improving nurses’ performance can be achieved through proportional workload management, reducing multiple role conflicts, and controlling work stress to enhance job satisfaction. This study is expected to provide managerial insights for hospital management in formulating human resource policies that emphasize work-life balance and employee well- being.