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KLASIFIKASI TUTUPAN LAHAN PERKOTAAN MENGGUNAKAN NAIVE BAYES BERBASIS FORWARD SELECTION M. Salim
Teknosains Vol 10 No 2 (2016): JULI
Publisher : Fakultas Sains dan Teknologi Universitas Islam Negeri Alauddin Makassar

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.24252/teknosains.v10i2.1897

Abstract

Urban growth as one of the economic symptoms related to theprocess of urbanization and population displacement in a major way fromthe countryside to urban areas has fueled the city's growth issues. Thesedevelopments will bring up a number of problems when faced with thereality of the limited City area. Urban land cover data that has manyattributes with 9 types of target classification using the best attributes ofsearch techniques by applying the forward algorithm selection and naivebayes which merit independently in target and requires only a small amountof training data to determine the required parameter estimation inclassification process where accuracy 87,04% better compared to testingusing random forest algorithm-based forward selection at the level of72,72% accuracy. so it can be inferred with previous studies using randomforest algorithm with 84,42% accuracy. but better with naive bayesalgorithm-based forward selection with increased accuracy percentage levelof 2.62%.
Android-Based E-Commerce Implementation as an Innovation in Restaurant Entrepreneurship in the Selayar Archipelago M. Salim; Sulistiawati R.N Ahmad
IECON: International Economics and Business Conference Vol. 2 No. 2 (2024): International Conference on Economics and Business (IECON-2)
Publisher : www.amertainstitute.com

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.65246/sr3bf733

Abstract

This research has explored how Android-based e-commerce is used for catering entrepreneurship in Selayaran Archipelago. The project seeks to build an e-commerce platform that will alter the balance of power in the region's restaurants, utilizing the electronic medium for improving local food businesses and promoting sustainable economic development. With the accelerated growth of applications for local food delivery, mistakes abound in how local food businesses attempt to expand frontiers and remedying internal efficiency failings. One uses the Research and Development (R&D) method to work out needs analysis, design, development and system test in different Selayarautlay restaurants. Interviews and surveys were carried out in Selayar among restaurant owners and customers involved with eating out, so that we might understand the problems and opportunities of applying digital hardware. The results indicate that the Android-based e-commerce platform positively contributes to business growth by increasing visibility, reducing transaction times, and enabling more personalized customer interactions. This implementation offers valuable insights into digital transformation for small to medium-sized restaurant businesses in rural areas, providing a model that supports local entrepreneurship through technological innovation. The findings suggest that developing e-commerce capabilities in the restaurant sector can not only improve service quality and customer satisfaction but also create a sustainable model for local economic growth in the Selayar Archipelago.
Digital Literacy Development Towards Golden Indonesia 2045 M. Salim; Zudan Rosyidi
Journal of Practice Learning and Educational Development Vol. 5 No. 3 (2025): Journal of Practice Learning and Educational Development (JPLED)
Publisher : Global Action and Education for Society

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58737/jpled.v5i3.539

Abstract

Digital literacy is a form of ability to obtain, understand and use information from various sources in digital form. Digital literacy can help improve the quality of life of the community through increased productivity, efficiency, and innovation. Mastery of literacy in all aspects of life is indeed a fundamental thing in the progress of a nation's civilization. The Vision of Golden Indonesia 2045 is an idea where in 2045 Indonesia will experience progress with rapid development where the momentum also coincides with the 100th anniversary of Indonesian independence. This study aims to theoretically describe the findings related to the development of digital literacy towards Golden Indonesia 2045. Literature study is used as a method in this study with a descriptive approach by collecting and reviewing various relevant sources, such as articles, books, and other scientific works that discuss digital literacy and Golden Indonesia 2045. Based on the results of the literature study, various programs were held to improve public literacy. In terms of digital literacy, the government is holding a national literacy movement program to accelerate the digital literacy of the Indonesian people. With several programs that are basically to train and empower Indonesian people's resources in facing global challenges related to the rapid development of digitalization so that they can keep up with the acceleration of the era. This is also inseparable from the role of cooperation between the government and educators, as well as communities that are active in building digital literacy of the Indonesian people in order to prepare for the golden Indonesia 2045. The vision of Golden Indonesia 2045 is an ideal to make Indonesia a Sovereign, Advanced, and Sustainable Country in 2045 when Indonesia celebrates 100 years of independence, to realize this desire is not easy, it requires empowerment of human resources and also innovation in terms of the economy. The government must continue to strengthen the digital literacy of educators through online and offline training and socialization as a form of readiness of educators in following the flow of digitalization and educators are the key to success in the learning process. Digital literacy also plays a key role in encouraging innovation in the field of entrepreneurship.
Legal Counseling on Child Protection from Violence in the Family and School Environment Chairus Suryati; M. Salim; Melky Suhery Simamora
Outline Journal of Community Development Vol. 1 No. 2: November 2023
Publisher : Outline Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61730/3n1mcx66

Abstract

Tindak kekerasan terhadap anak, baik di lingkungan keluarga maupun sekolah, masih menjadi permasalahan serius di Indonesia. Kekerasan dalam bentuk fisik, verbal, psikologis, maupun seksual dapat berdampak jangka panjang terhadap perkembangan anak. Penyuluhan hukum hadir sebagai salah satu strategi preventif untuk meningkatkan kesadaran masyarakat mengenai pentingnya perlindungan anak. Penelitian ini bertujuan untuk mengeksplorasi peran dan efektivitas penyuluhan hukum dalam mencegah tindak kekerasan terhadap anak, serta meningkatkan pemahaman hukum di kalangan orang tua, guru, dan masyarakat. Metode yang digunakan adalah pendekatan kualitatif deskriptif dengan studi literatur dan dokumentasi dari berbagai kegiatan pengabdian masyarakat, laporan lembaga perlindungan anak, serta peraturan perundang-undangan yang relevan. Hasil menunjukkan bahwa penyuluhan hukum yang dilakukan secara intensif dan partisipatif mampu meningkatkan pengetahuan hukum serta membentuk pola pikir yang lebih peduli terhadap hak-hak anak. Partisipasi aktif dari sekolah, keluarga, dan aparat hukum menjadi faktor kunci dalam menciptakan lingkungan yang aman dan ramah anak. Dengan pendekatan kolaboratif, penyuluhan hukum dapat menjadi sarana strategis dalam membangun budaya perlindungan anak yang berkelanjutan. Diperlukan dukungan kebijakan, pelatihan berkelanjutan, serta pemantauan evaluatif agar program penyuluhan hukum dapat berjalan efektif dan merata di berbagai wilayah.
Legal Protection for MSMEs in Facing Business Competition Chairus Suriyat; M. Salim; Bambang Sutejo
International Journal of Advanced Research Vol. 1 No. 5: February 2025
Publisher : Outline Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61730/nf2sq788

Abstract

Micro, Small, and Medium Enterprises (MSMEs) have a strategic role in the Indonesian economy, but often face major challenges in business competition, especially with large companies. Unfair business competition practices, such as monopolies, predatory pricing, and cartels, often harm MSMEs. This study aims to analyze the legal protection available to MSMEs in facing business competition, the effectiveness of existing regulations, and obstacles in their implementation. The research method used is a normative approach with an analysis of applicable laws and regulations, as well as an empirical approach through case studies related to business competition policies in Indonesia. The results of the study show that although there are regulations such as Law Number 5 of 1999 concerning the Prohibition of Monopolistic Practices and Unfair Business Competition and Law Number 20 of 2008 concerning Micro, Small, and Medium Enterprises, the implementation of legal protection still faces various obstacles. Lack of socialization of regulations, low legal awareness among MSMEs, and limitations in supervision by the Business Competition Supervisory Commission (KPPU) are the main factors that hinder the effectiveness of legal protection. Therefore, reforms are needed in business competition policy, increasing legal literacy for MSMEs, and synergy between the government, KPPU, and MSME associations to create a fairer and more competitive business ecosystem
The Urgency of Criminal Law Reform to Adapt to the Development of Information Technology Junaidi Lubis; Chairus Suriyati; M. Salim
International Journal of Advanced Research Vol. 1 No. 6: April 2025
Publisher : Outline Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61730/6wxx1c52

Abstract

The advancement of information technology has significantly altered the landscape of crime and law enforcement. Traditional criminal law frameworks, which were designed to address conventional offenses, are increasingly inadequate in responding to modern digital crimes such as cyber fraud, hacking, data theft, and online defamation. This research explores the urgency of criminal law reform in Indonesia to ensure legal instruments remain effective and relevant in the face of technological change. Using a normative legal method and supported by qualitative data, this study analyzes current legislation, including the Indonesian Penal Code (KUHP), and identifies its limitations in dealing with crimes facilitated by information technology. The research highlights the gaps in definitions, enforcement procedures, and jurisdictional challenges that emerge from transnational and anonymous digital offenses. The findings show a pressing need to reform criminal law by incorporating more adaptive legal definitions, strengthening cybercrime investigation mechanisms, and enhancing interagency cooperation. Additionally, the research suggests aligning national laws with international cybercrime standards to foster more effective cross-border enforcement. Reforming criminal law is not only necessary for justice but also for protecting digital society from evolving threats.
Legal Protection for People with Mental Disabilities in the Criminal Justice System Debi Masri; M. Salim; Junaidi Lubis; Grace Tan Mei Ling
International Journal of Advanced Research Vol. 1 No. 6: April 2025
Publisher : Outline Publisher

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.61730/ppgshq88

Abstract

This study explores legal protection for individuals with mental disabilities within the international criminal justice system. While international conventions such as the United Nations Convention on the Rights of Persons with Disabilities (CRPD) provide a foundation for the basic rights of people with mental disabilities, the implementation of such protections within the criminal justice system remains limited. Many countries face challenges in providing adequate accommodations for people with mental disabilities during arrest, interrogation, and trial processes. This research examines the gap between international legal principles and their practical application, focusing on the mechanisms needed to support individuals with mental disabilities in both legal decisions and humane treatment. Additionally, the study explores how principles of legal capacity and supported decision-making can be integrated into existing legal frameworks, and the challenges faced in their implementation. The findings suggest the importance of adopting more inclusive policies and special accommodations to ensure that people with mental disabilities can enjoy their rights in the criminal justice process without discrimination. The paper recommends increased training for law enforcement officials and regulatory reforms that are more responsive to the needs of this group.