Abstract:Abstract: The high level of student success and the low level of student failure is a quality of the education world. The world of education is currently required to have the ability to compete by utilizing all resources…
owned. In addition to facilities, infrastructure and human resources, information systems are one of the resources that can be used to improve competency skills. Data mining is a process of data analysis to find a dataset of data set. Data mining is able to analyze large amounts of data into information that has meaning for decision supporters. One process of data mining is clustring. Attributes used in the grouping of student achievement are Name, Extracurricular, Value which include Task Value, Uts Value, Value of Uses, total absenteeism, and Attitude value. The case study of 20 students with distance calculation using manhattan distance, chbychep distance and euclidian distance yielded 67% accuracy.
Keywords: data mining, clustering, k-means, student achievement
Abstrak: Tingginya tingkat keberhasilan siswa dan rendahnya tingkat kegagalan siswa merupakan cemin kualitas dunia pendidikan.Dunia pendidikan saat ini dituntut untuk memiliki kemampuan bersaing dengan memanfaatkan semua sumber daya yang dimiliki. Selain sumber daya sarana, prasarana dan manusia, sistem informasi merupakan salah satu sumber daya yang dapat digunakan untuk meningkatkan kemampuan barsaing. Data mining merupakan proses analisa data untuk menemukan suatu pola dara kumpulan data. Data mining mampu menganalisa jumlah data yang besar menjadi informasi yang mempunyai arti bagi pendukung keputusan. Salah satu proses data mining adalah clustring. Atribut yang digunakan dalam pengelompokan prestasi siswa adalah Nama, Ekstrakulikuler, Nilai yang meliputi Nilai Tugas, Nilai Uts, Nilai Uas, jumlah ketidak hadiran siswa (absensi), dan Nilai sikap. Studi kasus pada 20 siswa dengan perhitungan jarak menggunakan manhattan distance, chbychep distance dan euclidian distance menghasilkan akurasi sebesar 67%.
Kata kunci: data mining, clustering, k-means, prestasi siswa
Abstract:Abstract: Introduce computer technology as a medium of learning the child wisely early on the potential to improve learning ability in children and child develop self-confidence about the future. The reality of child loved…
ed the games and television entertainment programs not only viewed negatively, but rather as learning modalities. Provide educational type programs that can be done with a computer as a device supporting a new power of learning media. Children not only learn computer skills, but also utilize the computer as a means or medium for learning. To get optimum benefit Teachers can integrate the use of computers as a medium in the learning process and focus on high-order thingking skill. Fantasy Drafting module aims to develop the potential and effectiveness of learning in early childhood or playgroup, where the module is designed as an education module to read and write the material fauna and flora, coloring and coloring as well. Module proram also implemented into the Local Area Network networking technology to be applied easily and efficiently.
Keywords: education module application, tool, fantasy
Abstrak: Mengenalkan teknologi komputer sebagai media pembelajaran kepada anak sejak dini secara bijaksana berpotensi untuk meningkatkan kemampuan belajar pada anak dan mengembangkan rasa percaya diri anak akan masa depannya. Realitas anak sangat menyukai games dan program-program hiburan televisi tidak seharusya hanya dipandang negatif, namun lebih sebagai modalitas belajar. Menyediakan program sejenis yang edukatif bisa dilakukan dengan komputer sebagai perangkat pendukungnya menjadi kekuatan baru media pembelajaran. Anak bukan saja belajar ketrampilan komputer, namun juga memanfaatkan komputer sebagai sarana atau media untuk belajar. Guna mendapatkan manfaat optimal Guru bisa mengintegrasikan penggunaan komputer sebagai media di dalam proses pembelajaran dan fokus kepada high order thingking skill. Perancangan modul fantasy bertujuan untuk mengembangkan potensi dan keefektifan cara belajar pada anak usia dini atau playgroup, dimana modul dirancang sebagai education module dengan materi baca dan tulis fauna serta flora, mewarnai dan juga mewarnai. Modul proram diimplementasikan pula ke dalam teknologi jaringan Local Area Network agar dapat di aplikasikan dengan mudah dan efisien.
Kata Kunci : aplikasi education module, alat bantu, fantasy
Abstract:Abstract: An interface design for learning application is designed based on the user need. User Centered Design (UCD) purposed for help the design process match with the user need which is user usability oriented. After…
arranging based on that need, so the application is modelled using Unified Modelling Language (UML) to describe the systematic and how the application works from the designed application. The use of UCD can be used in designing an application for cultural diversity learning in Asahan with the Web-based. The element in the information system explained graphically and expose the close relationship of each element. So by the detail design dan user need oriented, the youth attracted and willing to learn their culture by the comprehensive information system.
Keywords: User Centered Design, Unified Modelling Language, culture diversity of Asahan
Abstrak: Sebuah perancangan antarmuka aplikasi pembelajaran disusun dan dibuat berdasarkan kebutuhan penggunanya. User Centered Design (UCD) bertujuan untuk membantu perancangan sesuai dengan kebutuhan yang berorientasi pada usability pengguna. Setelah disusun sesuai kebutuhan tersebut, maka aplikasi dimodelkan dengan menggunakan Unified Modelling Language (UML) sehingga terlihat jelas seperti apa sistematika dan operasi penggunaan dari aplikasi yang dirancang. Penggunaan UCD dapat digunakan dalam merancang suatu aplikasi pembelajaran keragaman budaya di Asahan berbasis Web. Elemen yang ada pada aplikasi ini digambarkan secara grafis dan dapat memperlihatkan hubungan yang erat antar elemennya. Sehingga melalui perancangan yang detail dan berorientasi pada kebutuhan pengguna, generasi muda tertarik dan mau mempelajari kebudayaannya sendiri melalui sistem informasi yang komprehensif.
Kata kunci: User Centered Design, Unified Modelling Language, keberagaman budaya Asahan.
Abstract:This study examines the development of fiscal decentralization and its relationship to regional financial independence in Indonesia through a systematic literature review. The objective is to synthesize empirical and conceptual…
ceptual findings published between 2017 and 2026 concerning the determinants, measurement, and consequences of regional financial independence, particularly the role of local own-source revenue (PAD), intergovernmental transfers, and capital expenditure. Using a systematic search of Scopus, Google Scholar, and Garuda databases, 30 relevant articles were screened, selected, and analyzed following defined inclusion and exclusion criteria. The review finds that fiscal decentralization consistently strengthens local revenue mobilization and administrative accountability when accompanied by adequate institutional capacity, transparent governance, and effective management of natural and economic resources. However, the effectiveness of decentralization varies considerably across regions due to disparities in economic potential, human resources, and political commitment. The synthesis further shows that financial independence positively affects the quality of public services and regional economic growth, although the relationship is moderated by expenditure efficiency and governance quality. The novelty of this review lies in its integrative framework linking revenue-side determinants, expenditure behavior, and governance mechanisms within a single analytical narrative, an integration rarely addressed jointly in prior single-country studies. The findings offer practical implications for policymakers designing fiscal transfer formulas and for future researchers seeking to test moderating variables such as digitalization and institutional quality in the fiscal decentralization–financial independence nexus.
Abstract:Kutai Kartanegara Regency, East Kalimantan Province, has long depended on coal mining and petroleum as its primary economic drivers. This dependence creates structural vulnerability to global commodity price fluctuations…
and long-term sustainability challenges. This article presents a systematic literature review examining tourism as an alternative sector for regional economic transformation in Kutai Kartanegara. Drawing on 15 peer-reviewed studies from 2016–2024, the review synthesizes evidence on: (1) the role of tourism-led growth and its multiplier effects on local economies; (2) community-based tourism (CBT) as an inclusive development model; (3) structural transformation theory as a framework for economic diversification; and (4) the specific potentials and constraints facing tourism development in resource-dependent regions. The review finds that tourism exhibits significant forward and backward economic linkages, stimulates SME growth and creative economy, and can meaningfully reduce reliance on extractive industries. Key barriers include infrastructure gaps, limited human resource capacity, and suboptimal governance coordination. The findings provide a theoretical and empirical foundation for the ongoing field research into tourism's transformative role in Kutai Kartanegara's regional economy.
Abstract:Cayenne pepper (Capsicum frutescens L.) is a horticultural commodity with high economic value and continuously increasing market demand. The success of cayenne pepper production is largely determined by vegetative growth…
in the early stages, which is influenced by the availability of nutrients and plant growth regulators. The use of manure as a source of organic matter and natural Plant Growth Regulators (PGRs) is expected to enhance vegetative growth. This study aimed to determine the effect of manure application and natural PGRs on the vegetative growth of cayenne pepper and to identify the treatment that produces the best growth.The research was conducted from December to January 2026 at the land of the Kopbun Suka Tani Sejahtera Business Research Center, Kota Juang District, Bireuen Regency. The study used a factorial Randomized Block Design (RBD) with a 4 × 3 pattern and three replications. The first factor was the dosage of manure consisting of 0 kg (control), 1 kg, 1.5 kg, and 2 kg per plant. The second factor was the type of natural PGR, consisting of shallot extract, rice water, and coconut water. The observed parameters included plant height, number of leaves, leaf width, and number of branches at 15, 30, and 45 days after planting (DAP). Data were analyzed using the F-test and continued with the Honestly Significant Difference (HSD) test at a 5% significance level if the results were significant.The results showed that manure application had no significant effect on all vegetative growth parameters up to 45 DAP. The application of natural PGRs also showed no significant effect at 15, 30, and 45 DAP, as well as on other parameters. There was no significant interaction between manure and natural PGRs on all observed parameters.
Abstract:This study analyzes the implementation of the waiting list policy in the administration of the Hajj pilgrimage at the Office of the Ministry of Religious Affairs of Central Maluku Regency. A descriptive qualitative approach…
ach was used to examine how the policy is translated into public service practices, particularly in a local context where the waiting period has reached approximately 18 years, with about 2,500 prospective pilgrims and an annual quota of 135 people. Data were obtained through interviews, observation, and document review involving officials responsible for Hajj and Umrah services and relevant community informants. The data were analyzed using the interactive model of Miles, Huberman, and Saldana, consisting of data condensation, data display, and conclusion drawing. The findings show that policy implementation is supported by four interrelated factors: bureaucratic structure, resources, communication, and the disposition of implementing officers. A clear organizational structure and standard operating procedures facilitate coordination and accountability. Competent human resources, adequate facilities, and the use of Siskohat strengthen service accuracy and transparency. Multi-channel communication helps reduce misunderstanding, while professional and empathetic officer attitudes build public trust. The novelty of this study lies in its local-level analysis of Hajj waiting list implementation in an archipelagic regency. The study implies that transparent, responsive, and humanistic public services are essential for maintaining fairness and legitimacy in long-term Hajj queue management.
Abstract:The rapid advancement of digital technology and artificial intelligence (AI) in the twenty-first century has fundamentally transformed the structure of modern constitutional governance. Digitalization has reshaped the interactions…
teractions between governments and citizens, altered the patterns of political participation, and presented major challenges to constitutional principles. This study aims to analyze the implications of technological development for constitutional law and propose the concept of a digital constitution as an adaptive framework in the AI era. This study employs a normative legal method, using both conceptual and statutory approaches. Legal materials consist of primary, secondary, and tertiary sources, which are analyzed qualitatively and descriptively. The findings reveal that, while digital transformation enhances governmental efficiency and public transparency, it also generates serious risks, including data misuse, digital surveillance, and political disinformation. These dynamics demand a reinterpretation of constitutional norms to protect citizens' digital rights in cyberspace. The concept of a digital constitution is proposed as a normative response that integrates digital rights into constitutional rights and reaffirms the principle of the rule of law within technological governance. To achieve a democratic and just constitutional order, it is crucial to strengthen regulatory frameworks, ensure algorithmic accountability, and foster collaboration among state institutions, civil society, and the private sector. Ultimately, constitutional law must evolve into an adaptive, transparent, and fair system that can address the profound challenges of the digital and AI-driven era.
Abstract:This study aims to examine in depth the application of neuroplasticity principles in learning at elementary schools, focusing on the teaching practices of five teachers at SDS Dharma Putra. Neuroplasticity, as a core concept…
cept in neuroscientific learning, describes the brain's ability to form, strengthen, or modify neural networks through experience, repetition, meaningful activities, and students' emotional involvement. Given the characteristics of elementary school students who are at a stage of cognitive development that is highly responsive to learning environment stimulation, a study of the application of neuroplasticity by teachers is important to ensure that the learning process is in line with the brain's working mechanisms.This study used a neuropsychological instrument measuring the dimensions of neuroplasticity to assess four main indicators, namely repetition & practice, dedicated time for review, use of interactive activities, and contextual learning that connects the material to students' real experiences. The data was reinforced through in-depth interviews and thematic analysis of the learning strategies applied by each teacher. The results showed variations in application between teachers. Some teachers showed strong implementation in interactive activities and contextual learning (score of 5), while structured repetition showed lower consistency (score of 3). The interview findings reinforced the instrument results by showing patterns of strategies such as the use of inspirational stories, educational games, quizzes with prizes, conveying the benefits of learning, and scaffolding through easy material as a starting point. This study concludes that the application of neuroplasticity principles is present in teachers' teaching practices, although the level of depth and routine still needs to be strengthened. The theoretical implication confirms that learning that integrates positive emotions, collaborative activities, planned repetition, and contextualization of material has the potential to have a significant impact on the formation of students' neural networks. Practically, this study provides recommendations for strengthening neuroscientific learning-based instructional design as an effort to optimize the learning process of elementary school students.
Abstract:This study aims to analyze the effectiveness of legal protection for consumers in digital transactions in Indonesia. The method used is library research with a normative juridical approach. The results of the study indicate…
ate that Indonesia actually has an adequate legal basis to protect digital consumers, which is primarily sourced from Law Number 8 of 1999 concerning Consumer Protection and Law Number 19 of 2016 concerning Information and Electronic Transactions. These regulations have set out basic principles such as the obligation of business actors to provide honest information, consumer rights to security, and the recognition of electronic evidence. However, its implementation in the field encounters various significant obstacles. Case studies on e-commerce and fintech platforms reveal that consumer losses still often occur, such as products that do not match the description, difficulties with refunds, and the vulnerability of personal data. The key finding of this study is that the main challenge lies not in the legal vacuum, but in three aspects: (1) low digital literacy and consumer law so that they are not optimal in fighting for their rights; (2) alternative dispute resolution mechanisms such as BPSK and ODR (Online Dispute Resolution) which are not yet effective, fast, and easily accessible; and (3) weak supervision and law enforcement against unscrupulous business actors in the digital space. Therefore, it is concluded that digital consumer protection efforts require a holistic approach that relies not only on regulations, but also through massive public education, strengthening dispute resolution institutions, and closer synergy between the government, business actors, and the community.