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penerapan Jaringan Saraf Tiruan Untuk Proyeksi Logistik Berdasarkan Prediksi Pasien Menggunakan Algoritma Backpropagation

Risnawati, Risnawati, Handayani, Masitah
Abstract: Abstract: Enormous logistical needs on General Hospital Kartini range to facilitate treatment requires a system that can predict to meet those needs with the right so as not to result in advantages and disadvantages to the… he amount of usage that is always changing every year. At this time the calculations have been carried out with the help of software that is on a high-speed computer such as Neural Networks. Neural networks are used to predict the projection Backpropogation logistics patients based on the type of drugs Analgesics, antiemetics, vitamins, Antiepileptic, Anesthesia, Anti-Parkinson, Psychotherapeutic, Corticosteroids. This logistical projection data processing using software of Matlab 6.1. After using Backpropogation finally found the best architectural pattern is 8-3-3-1 of 5 aritektur architecture that has been tested. Of the pattern is then predicted projection logistics at General Hospital Kartini range in 2014 will increase to 91 290 from 65 422 in 2013 for an increase of 25 868 (28.33%).   Keywords: neural networks, backpropagation algorithm, projection logistics, matlab     Abstrak: Kebutuhan logistik yang sangat besar pada Rumah Sakit Umum Ibu Kartini Kisaran untuk memperlancar pengobatan membutuhkan suatu sistem yang bisa memprediksi untuk memenuhi kebutuhan tersebut dengan tepat agar tidak mengakibatkan kelebihan dan kekurangan terhadap jumlah pemakaian yang selalu berubah setiap tahunnya. Pada saat ini proses perhitungan telah banyak dilakukan dengan bantuan software-software yang ada pada komputer yang berkecepatan tinggi seperti Jaringan Saraf Tiruan. Jaringan Saraf Tiruan Backpropogation digunakan untuk memprediksi proyeksi logistik pasien berdasarkan jenis obat Analgetik, Antiemetik, Vitamin, Antiepilepsi, Anestesi, Anti Parkinson, Psikofarmaka, Kortikosteroid. Pengolahan data proyeksi logistik ini menggunakan software Matlab 6.1. Setelah menggunakan Backpropogation akhirnya ditemukan pola arsitektur yang terbaik yaitu arsitektur 8-3-3-1  dari 5 arsitektur yang telah diujikan. Dari pola tersebut kemudian diprediksi proyeksi logistik di Rumah Sakit Umum Ibu Kartini Kisaran pada tahun 2014 akan meningkat menjadi 91290 dari tahun 2013 sebesar 65422 atau meningkat sebesar 25868 (28,33%).   Kata Kunci:  jaringan saraf tiruan, algoritma backpropagation, proyeksi logistik, matlab

Analisis Konten Kemampuan Berpikir Tingkat Tinggi (HOTS) Dalam Buku Matematika Kelas VII Kurikulum Merdeka

Juwita, Nazwa Alyanda Putri, Luri Nursucita, Nita Kurnia Sari, Hera Azhari Bangun, Maisahara Dalimunthe, Elfira Ramhadani
Abstract: Penelitian ini bertujuan untuk menganalisis konten latihan dan soal yang merepresentasikan kemampuan berpikir tingkat tinggi (HOTS) pada buku teks Matematika kelas VII SMP terbitan Kementerian Pendidikan, Kebudayaan, Riset,… et, dan Teknologi sebagai bahan ajar Kurikulum Merdeka. Anifarka & Rosnawati (2023) menyatakan bahwa buku teks yang berkualitas seyogianya mampu memfasilitasi perkembangan kognitif peserta didik selaras dengan capaian pembelajaran yang ditetapkan. Metode yang diterapkan dalam kajian ini adalah analisis isi dengan pendekatan deskriptif kualitatif. Instrumen analisis merujuk pada dimensi kognitif C4 (Menganalisis), C5 (Mengevaluasi), dan C6 (Menciptakan) berdasarkan revisi taksonomi Bloom oleh Anderson & Krathwohl (2001). Temuan penelitian mengindikasikan bahwa dari total 485 butir soal dan aktivitas yang tersebar pada enam bab, sebanyak 147 butir (30,31%) tergolong dalam kategori HOTS. Distribusi HOTS tertinggi ditemukan pada Bab 5 tentang Persamaan dan Pertidaksamaan Linear Satu Variabel (38,46%), sedangkan terendah pada Bab 1 tentang Bilangan (22,80%). Level kognitif yang paling dominan adalah C4-Menganalisis (58,50%), diikuti C5-Mengevaluasi (28,57%), dan C6-Mencipta (12,93%). Temuan ini mengindikasikan bahwa buku teks Kurikulum Merdeka telah mengintegrasikan HOTS secara lebih sistematis dibandingkan kurikulum sebelumnya (Fanani, 2018)meskipun proporsinya perlu ditingkatkan untuk memenuhi tuntutan pembelajaran abad ke-21. This study aims to analyze the content of exercises and questions representing higher-order thinking skills (HOTS) in the Mathematics textbook for grade VII junior high school published by the Ministry of Education, Culture, Research, and Technology as teaching materials for the Independent Curriculum. Anifarka & Rosnawati (2023) stated that a quality textbook should be able to facilitate students' cognitive development in line with the established learning outcomes. The method applied in this study is content analysis with a qualitative descriptive approach. The analysis instrument refers to the cognitive dimensions C4 (Analyzing), C5 (Evaluating), and C6 (Creating) based on the revised Bloom's taxonomy by Anderson & Krathwohl (2001). The research findings indicate that of a total of 485 questions and activities spread across six chapters, 147 items (30.31%) are classified as HOTS. The highest HOTS distribution was found in Chapter 5 on Linear Equations and Inequalities with One Variable (38.46%), while the lowest was in Chapter 1 on Numbers (22.80%). The most dominant cognitive level is C4-Analyzing (58.50%), followed by C5-Evaluating (28.57%), and C6-Creating (12.93%). This finding indicates that the Independent Curriculum textbooks have integrated HOTS more systematically than the previous curriculum (Fanani, 2018), although the proportion needs to be increased to meet the demands of 21st-century learning. 

The Effect of Using Wordwall Application on 11th Graders' Speaking Skill at SMAN 1 Ciruas

Ghina Fadhila, Syafrizal, Eri Rahmawati
Abstract: This research was undertaken to analyze the influence of the Wordwall application on the speaking skills of eleventh-grade students at SMAN 1 Ciruas. Consequently, Wordwalluantitative methodology and a quasi-experimental&#8230; design involving 82 participants, organized into two equally sized groups, namely the experimental and control groups. Data collection was conducted through speaking assessments administered prior to and following the treatment. The findings showed that students who received the treatment achieved better improvement in speaking skills than those in the control group. The average score achieved by the experimental group increased from 63.90 to 83.12, whereas the control group’s mean score rose from 66.15 to 74.34. The hypothesis test results revealed a significance value below 0.05 (p < 0.001), providing evidence of a statistically significant difference between the groups. The results point to the fact that the Wordwall application was effective in enhancing students’ speaking skills.. Consequently, Wordwall can be considered an effective technology-based learning tool for promoting speaking skill development in English language learning.

Telah Hadis Shahih Bukhari No. 1286 Tentang Menangisi Mayit

Sholihah, Nafi Atush, Nasrulloh Nasrulloh, Sodiq, Jafar
Abstract: Hadis tentang menangisi mayit khususnya riwayat Abdullah bin Umar, termasuk hadis yang mendapat perhatian khusus dalam khazanah studi hadis karena memuat keterangan bahwa mayit mengalami siksa akibat tangisan keluarganya,&#8230; , suatu persoalan yang kemudian memunculkan beragam interpretasi dan perdebatan di kalangan ulama. Riwayat ini menimbulkan perdebatan di kalangan ulama, terutama karena mendapat sanggahan dari Aisyah yang menilai pemahaman tersebut tidak sejalan dengan prinsip Al-Qur’an yang menegaskan bahwa seseorang tidak akan memikul dosa orang lain. Perbedaan periwayatan antara Abdullah bin Umar dan Aisyah menunjukkan adanya dinamika dalam transmisi hadis yang memerlukan kajian kritis terhadap sanad, matan, serta konteks penyampaian hadis. Berangkat dari persoalan tersebut, penelitian ini bertujuan untuk mengkaji makna hadis tersebut melalui pendekatan ilmu hadis dan analisis terhadap penafsiran para ulama. Metode yang digunakan adalah kajian kepustakaan dengan menelaah hadis-hadis terkait beserta syarah para ulama. Hasil kajian menunjukkan bahwa yang dimaksud dalam hadis bukanlah tangisan biasa, melainkan ratapan berlebihan (niyāhah) yang disertai keluhan, penyesalan terhadap takdir Allah Swt., atau kebiasaan yang dahulu diperintahkan maupun diridhai oleh mayit semasa hidupnya. Adapun tangisan yang bersifat wajar karena rasa sedih tidaklah dilarang dalam Islam, bahkan Nabi Muhammad Saw. sendiri pernah menangis ketika kehilangan orang-orang tercinta. Dengan demikian, hadis tersebut harus dipahami secara kontekstual agar tidak menimbulkan kesalahpahaman terhadap ajaran Islam tentang rahmat, keadilan, dan sikap menghadapi musibah kematian. This research employs a library research approach by examining the relevant hadith narrations along with their commentaries (syarah) by classical scholars. The findings indicate that the hadith does not refer to ordinary weeping but rather to excessive lamentation (niyāḥah), characterized by expressions of complaint, objection to Allah's decree, or practices that were encouraged, approved, or tolerated by the deceased during their lifetime. In contrast, natural weeping as an expression of grief is not prohibited in Islam. Indeed, the Prophet Muhammad (peace be upon him) himself wept upon the loss of his loved ones. Therefore, this hadith should be understood contextually to avoid misconceptions regarding Islamic teachings on divine mercy, justice, and the proper response to the calamity of death.

The Prospect of Legalizing Casinos with Strict Regulations as a Strategy for Optimizing State Revenue and Social Control in Indonesia

Anisa
Abstract: The discourse on casino legalization in Indonesia arises as a response to the widespread illegal gambling that remains difficult to eradicate despite being prohibited under the Criminal Code (KUHP), Law No. 7 of 1974, and&#8230; d the Electronic Information and Transactions Law (ITE). The gap between legal norms (das sollen) and social reality (das sein) shows that prohibition alone has not been effective. This research uses a qualitative method with a normative juridical approach based on legislation and a comparative approach, particularly examining Malaysia and Singapore, which have successfully managed casinos through strict regulations. The findings indicate that casino legalization in Indonesia could serve as an alternative fiscal policy, provided that clear regulations are established, ensuring economic benefits such as increased state revenue and effective control over illegal gambling, without undermining national morals and values.

Application of AHP-SAW Based Decision Support System for Objective and Comprehensive Junior High School Student Selection

Sheptian, Riky, Dwi Rismi Ocy, Eny Cahyaningsih, Iva Syarifah, Achmad Ridwan
Abstract: The admission process in Integrated Islamic Junior High Schools (SMPIT) often faces challenges of subjectivity, inefficiency, and lack of transparency in determining selection results. This can lead to inappropriate student&#8230; ent placement and decreased trust from stakeholders. This study aims to develop a Decision Support System (DSS) based on a combination of Analytic Hierarchy Process (AHP) and Simple Additive Weighting (SAW) to improve objectivity and accountability in student selection. AHP is used to determine the weights of the four main academic criteria-the report card scores of Mathematics, Science, Indonesian, and English-based on consistent expert judgment. Furthermore, the SAW method processes the normalized and weighted scores to produce a final ranking of 100 prospective students. The implementation results show that the AHP-SAW integration is able to produce quantitative, transparent, and data-based rankings, thus minimizing subjectivity in the selection process. It provides a structured and replicable model, supporting fairness and efficiency in student admission. This approach is relevant to be applied in educational institutions that want to align the selection process with Islamic educational values and multi-criteria-based objectivity principles.

TAM’s Influence on Behavioral Intention to Use M-Din Mobile Banking Usage in West Java

Erick Ermawan, Ronny Samsul Bahri
Abstract: This study examines the influence of the Technology Acceptance Model (TAM), focusing on Perceived Ease of Use (PEOU) and Perceived Usefulness (PU), on users’ Behavioral Intention (BI) to adopt and continue using M-Din, a&#8230; a Sharia-based mobile banking application at Bank Muamalat in West Java. Employing a quantitative survey of 100 active M-Din users, data were analyzed using Partial Least Squares Structural Equation Modeling (PLS-SEM). The results show that PEOU significantly affects PU, and both PEOU and PU significantly influence BI; additionally, PU partially mediates the effect of PEOU on BI. This research contributes to the digital banking literature by reaffirming TAM constructs within an Islamic finance context and offers practical recommendations for optimizing Sharia-compliant mobile banking strategies. Implications for enhancing user interface design and promoting key features to boost adoption are discussed.

Bibliometric Analysis on Islamic Entrepreneurship, Islamic Finance and Sustainable Development Goals (SDGs): Study Based on the Scopus Database

Neni Hardiati Tresna
Abstract: Objectives - Intellectual curiosity about Islamic entrepreneurship, Islamic finance and Sustainable Development Goals (SDGs) whose issues have increased recently in various sharia sectors. Design/Methodology/approach - Based&#8230; ased on the scopus database, descriptive bibliometric analysis with the visualization tool VosViewer was used to assess 385 documents on Islamic entrepreneurship, Islamic Finance and SDGs, which peaked in 2024 based on the period of 2010-2024. Findings- This study found many articles on Islamic entrepreneurship, Islamic finance and the SDGs. According to this study, Malaysia is the country that publishes the most publications of this research compared to other countries. Then the University of Brunei Darussalam was the most prolific affiliate to publish articles on this. The history of article production growth that started from 2010-2024, continues to increase and peaks in 2024, with 55 documents and the lowest number of documents in 2010 with 10 published documents. This is increasing because there may be a need for sharia synergy to increase Islamic entrepreneurship in Islamic finance and sustainable development (SDGs). Romadoni, V as the most prolific writer about this research. Islamic entrepreneurship, Islamic finance and SDGs provide the potential for sustainable development and is in line with the goals of sharia, namely maqashid sharia for the benefit of the ummah, this encourages sustainable development (SDGs) through Islamic entrepreneurship and Islamic finance. Practical Implications - Research can be used as a useful research proposal for future researchers who use bibliometric methods in systematic literature review by introducing the network of various variables related to this research, then by getting to know famous authors in the field can provide opportunities to collaborate for further research. In addition, this study makes it easier for future researchers to be able to expand even more by looking at the variables obtained in this study as gaps to be researched further.

Virtual Teachers And Teaching Robots: Transform Innovation Of The Future Of Learning In The Era Of Artificial Intelligence

Darimis Darimis, Chairul Anwar, Nasril Nasril, Viviana Lisma Lestari, Akhmad Ramli
Abstract: This research aims to analyze the role of virtual teachers and teaching robots as transformative innovations in learning systems in the era of artificial intelligence (AI). With the development of AI technology, this research&#8230; earch focuses on how these two technologies can increase learning effectiveness, personalize education, as well as the challenges and opportunities faced in their implementation. The research method used is a literature study with a qualitative approach, collecting and analyzing data from various sources such as journals, articles and reports related to virtual teachers, teaching robots and the application of AI in education. The research results show that virtual teachers and teaching robots are able to provide adaptive solutions in learning, such as 24/7 service, instant feedback, and a more interactive learning experience. However, its implementation still faces obstacles such as emotional limitations, ethical data use, and infrastructure readiness. This study concludes that this innovation has the potential to revolutionize education, as long as it is supported by appropriate policies, improving the quality of technology, and the readiness of human resources. This research provides recommendations for technology developers, educators and policy makers to optimize the use of AI in learning in the future.

Integration Of Artificial Intelligence In Learning Islamic Religious Education Based On Emotional Intelligence In Primary Schools

Dwi Priyanto, Annisa Nuraisyah Annas, Andi Fitriani Djollong, Khaerul Khaerul, Yasir Arafat
Abstract: This research aims to analyze the integration of artificial intelligence (AI) in Islamic Religious Education (PAI) learning based on emotional intelligence (EQ) in elementary schools in order to increase the effectiveness&#8230; s of adaptive and characterful learning. This study focuses on the use of AI to personalize teaching materials, strengthen spiritual values, and develop students' empathy and social skills through an EQ-based approach. The method used is literature study by analyzing various sources such as journals, books and articles related to AI, PAI and EQ-based learning. The research results show that AI integration can facilitate interactive and enjoyable learning, while the EQ approach strengthens students' internalization of religious and emotional values. However, its success depends on collaboration between technology, teachers and a curriculum oriented towards the holistic development of children.