Claim Missing Document
Check
Articles

Perbandingan Metode Artificial Neural Networks dan Fuzzy Logic dalam Memprediksi Harga Saham Sektor Teknologi dan Infrastruktur Zahra, Denada Fatimah; Jalaludin, Jalaludin
Jurnal Manajamen Informatika Jayakarta Vol 5 No 4 (2025): Jurnal Manajemen Informatika Jayakarta (JMI Jayakarta)
Publisher : Sekolah Tinggi Manajemen Informatika dan Komputer Jayakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52362/jmijayakarta.v5i4.2003

Abstract

Fluktuasi harga saham yang tinggi pada sektor teknologi dan infrastruktur di Indonesia pada tahun 2025 membutuhkan metode prediksi yang akurat untuk membantu keputusan investasi. Penelitian ini membandingkan efektivitas metode Artificial Neural Networks (ANN) dan Fuzzy Logic dalam memprediksi pergerakan harga saham pada dua sektor strategis tersebut. Data historis harga saham dan faktor makroekonomi dari Januari 2022 hingga Maret 2025 digunakan dengan kombinasi metode kuantitatif dan analisis komparatif untuk mengevaluasi akurasi, kecepatan pemrosesan, dan kemampuan adaptasi dari kedua metode. Hasil penelitian menunjukkan bahwa model ANN dengan arsitektur Multilayer Perceptron (MLP) memberikan akurasi prediksi yang lebih tinggi (93,7%) dibandingkan dengan model Fuzzy Logic (89,3%), terutama dalam kondisi volatilitas pasar yang tinggi. Namun, model Fuzzy Logic menunjukkan keunggulan dalam interpretabilitas hasil dan waktu pemrosesan yang lebih cepat (105 ms vs. 120 ms). Studi ini memberikan dasar empiris bagi investor dan analis keuangan dalam memilih metode prediksi yang sesuai dengan kebutuhan spesifik mereka di tengah transformasi digital dan pembangunan infrastruktur yang pesat di Indonesia.
Implementasi Kebijakan Kurikulum Merdeka dalam Meningkatkan Kompetensi Literasi Siswa Sekolah Dasar Rohfatmah, Dwi; Nuraidah, Imas; Jalaludin, Jalaludin
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.3599

Abstract

Penelitian ini bertujuan mengkaji secara komprehensif implementasi kebijakan Kurikulum Merdeka dalam upaya krusial meningkatkan kompetensi literasi siswa sekolah dasar, mengingat rendahnya capaian literasi nasional menjadi tantangan struktural. Fokus analisis mencakup landasan filosofis, proses implementasi yang sistematis, identifikasi strategi pembelajaran literasi yang efektif, serta evaluasi mendalam terhadap faktor pendukung dan penghambat di lapangan. Metode yang digunakan adalah pendekatan kualitatif dengan desain library research, melakukan analisis konten tematik terhadap dokumen kebijakan resmi dan artikel jurnal terakreditasi dalam lima tahun terakhir untuk menghasilkan sintesis berbasis bukti empiris. Hasil penelitian menemukan bahwa Kurikulum Merdeka, yang berlandaskan filosofi progresivisme dan pemikiran Ki Hadjar Dewantara, diimplementasikan melalui diferensiasi pembelajaran, proyek penguatan profil pelajar Pancasila, dan integrasi literasi digital. Strategi pembelajaran efektif meliputi pendekatan kontekstual, adaptif, dan berbasis proyek yang terbukti secara signifikan meningkatkan keterampilan membaca, menulis, dan bernalar kritis siswa. Dampak positif terukur pada peningkatan capaian literasi dan pembentukan budaya baca yang kuat. Namun, implementasi menghadapi hambatan signifikan seperti keterbatasan sosialisasi, kesenjangan kompetensi pedagogis guru dalam mengelola diferensiasi, serta masalah learning loss pasca-pandemi yang menambah kompleksitas adaptasi. Disimpulkan, keberhasilan Kurikulum Merdeka memerlukan penguatan kapasitas guru melalui program pelatihan berkelanjutan, dukungan kepemimpinan sekolah yang proaktif, dan penyediaan sumber daya yang merata untuk memastikan setiap siswa sekolah dasar mencapai kompetensi literasi sebagai fondasi pembelajaran sepanjang hayat
Evaluasi Kebijakan Digitalisasi Pembelajaran Pasca Pandemi Pada Jenjang Pendidikan Menengah Atas Bahrodin, Bahrodin; Atuti, Atik Dwi; Jalaludin, Jalaludin
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.3642

Abstract

Akselerasi transformasi digital pasca pandemi COVID-19 menuntut evaluasi mendalam terhadap implementasi kebijakan digitalisasi pembelajaran, khususnya pada jenjang Pendidikan Menengah Atas yang memegang peran krusial dalam transisi ke pendidikan tinggi. Penelitian ini bertujuan mengevaluasi efektivitas kebijakan digitalisasi pembelajaran pasca pandemi, mengidentifikasi faktor determinan keberhasilan dan hambatan implementasi, serta menganalisis dampak multidimensionalnya terhadap kualitas proses belajar mengajar. Metode penelitian menggunakan pendekatan kualitatif dengan desain library research, melakukan sintesis mendalam terhadap 15 publikasi ilmiah terpilih periode 2021-2025 melalui teknik analisis konten tematik. Hasil penelitian mengungkapkan bahwa kebijakan digitalisasi mencapai tingkat efektivitas 90,6 persen, terutama dalam penyediaan aksesibilitas sumber belajar yang fleksibel dan mendorong inovasi metodologi pengajaran. Faktor pendukung utama meliputi infrastruktur teknologi yang memadai, komitmen manajerial sekolah, dan program pengembangan profesional guru. Namun, implementasi kebijakan menghadapi hambatan struktural berupa kesenjangan digital (digital divide) antar wilayah, rendahnya literasi digital, keterbatasan akses perangkat, serta penurunan motivasi belajar dan interaksi sosial peserta didik. Dampak kebijakan menunjukkan paradoks: terjadi peningkatan aksesibilitas dan variasi metode, namun kualitas interaksi pedagogis dan perkembangan karakter siswa mengalami degradasi. Penelitian ini merekomendasikan pengembangan model pembelajaran hibrida yang sinergis, kebijakan afirmatif untuk pemerataan infrastruktur, serta penguatan kapasitas pedagogis digital pendidik. Kesimpulannya, keberlanjutan digitalisasi memerlukan pendekatan holistik dan kolaborasi multi-pemangku kepentingan untuk menciptakan ekosistem pendidikan yang inklusif, adaptif, dan berkualitas tinggi di era pasca pandemi.
Efektivitas Kebijakan Zonasi dalam Pemerataan Akses Pendidikan Berkualitas: Tinjauan Literatur Lakoro, Nurhidayah; Nada, Lia Nalatina; Jalaludin, Jalaludin
RIGGS: Journal of Artificial Intelligence and Digital Business Vol. 4 No. 4 (2026): November - January
Publisher : Prodi Bisnis Digital Universitas Pahlawan Tuanku Tambusai

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31004/riggs.v4i4.4146

Abstract

Penelitian ini menganalisis efektivitas kebijakan sistem zonasi dalam mewujudkan pemerataan akses pendidikan berkualitas melalui tinjauan literatur sistematis terhadap publikasi ilmiah periode 2021-2025. Latar belakang masalah didasari oleh urgensi mengatasi kesenjangan akses dan kualitas pendidikan yang persisten antar wilayah. Tujuan utama penelitian mencakup analisis dampak zonasi terhadap aksesibilitas dan distribusi peserta didik, evaluasi kontribusinya terhadap peningkatan mutu pendidikan, serta identifikasi faktor determinan keberhasilan dan tantangan implementasinya. Metode yang digunakan adalah pendekatan kualitatif dengan kerangka Systematic Literature Review (SLR), menganalisis artikel jurnal terakreditasi, dokumen kebijakan, dan publikasi relevan. Temuan penelitian menunjukkan bahwa kebijakan zonasi berhasil meningkatkan aksesibilitas geografis dan mengurangi hambatan jarak tempuh. Namun, kebijakan ini belum optimal dalam menciptakan pemerataan distribusi peserta didik secara proporsional, menimbulkan paradoks ketimpangan kapasitas antara sekolah. Kesenjangan kualitas pendidikan antar sekolah tetap menjadi isu struktural yang persisten karena zonasi tidak diiringi intervensi peningkatan kualitas yang komprehensif. Faktor penghambat utama meliputi ketidakmerataan infrastruktur, manipulasi data domisili, dan resistensi masyarakat terhadap pembatasan pilihan sekolah. Di sisi lain, faktor pendukung mencakup kesiapan infrastruktur teknologi informasi dan komitmen pemerintah daerah. Disimpulkan bahwa implementasi optimal memerlukan penyempurnaan kebijakan yang adaptif terhadap konteks lokal, peningkatan kualitas sekolah secara menyeluruh, dan penguatan transparansi sistem untuk mewujudkan sistem pendidikan nasional yang berkeadilan dan berkelanjutan.
Pengaruh DPK, CAR dan BOPO terhadap ROA Bank Panin Dubai Syariah Periode 2020-2024 Pauzi, Irpan; Jalaludin, Jalaludin; Damiri, Ahmad
EKSISBANK (Ekonomi Syariah dan Bisnis Perbankan) Vol 9 No 2 (2025): EKSISBANK (Ekonomi Syariah dan Bisnis Perbankan)
Publisher : STIES INDONESIA PURWAKARTA Dan MES PURWAKARTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37726/fk4c9358

Abstract

Panin Dubai Syariah Bank's performance for the 2020–2024 period shows complex dynamics in the management of Third Party Funds (DPK), capital (CAR), operational efficiency (BOPO), and profitability (ROA). Fluctuations in TFD over several years reflect changes in customer confidence and funding strategies, while the CAR ratio experienced pressure at the beginning of the period but improved until 2024. On the other hand, the BOPO ratio tended to increase, indicating challenges in operational efficiency, although it improved in 2021–2022. This study aims to analyze the effect of DPK, CAR, and BOPO on ROA both partially and simultaneously. The research method uses a descriptive quantitative approach with secondary data obtained through documentation studies from Panin Dubai Syariah Bank's official reports, OJK publications, and related academic literature. The results show that DPK has a significant effect on ROA (t-value of 2.213 > t-table 2.17881) with a contribution of 15.7%, supporting Komariah's findings. CAR does not have a significant effect on ROA (t-count of 0.823 < t-table 2.17881), in line with the view that a high capital ratio does not always reflect the efficiency of productive assets. Conversely, BOPO has a very significant effect on ROA (t-value > t-table of 34.153 > 2.17881) with a contribution of 99.8%, confirming that operational efficiency is a dominant factor in determining bank profitability. Simultaneously, the three variables have a significant effect on ROA (Fcount of 581.555 > Ftable 3.259) with a combined contribution of 99.3%, supporting Amanda Rachmawati's research. These findings emphasize the importance of managing operational efficiency and funding strategies in increasing the profitability of Islamic banks. The impact of this study has practical implications for Islamic banking management to strengthen fund raising strategies, maintain capital quality, and improve operational efficiency as a sustainable effort to strengthen the competitiveness and reputation of institutions in the Islamic financial industry.
PEMBERDAYAAN PETERNAK KAMBING MELALUI LITERASI AKUNTANSI DAN KEWIRAUSAHAAN DI DESA LEPAK TIMUR Jumaidi, Lalu Takdir; Suhaedi, Wirawan; Hilendri L., Baiq Anggun; Waskito, Iman; Satarudin, Satarudin; Jalaludin, Jalaludin
Jurnal Pepadu Vol 6 No 4 (2025): Jurnal Pepadu
Publisher : Universitas Mataram

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29303/pepadu.v6i4.8680

Abstract

Kegiatan pengabdian masyarakat ini berfokus pada pemberdayaan peternak kambing di Desa Lepak Timur yang menghadapi permasalahan rendahnya literasi akuntansi dan kewirausahaan. Tujuannya adalah meningkatkan kapasitas manajerial dan ekonomi peternak melalui pelatihan akuntansi sederhana dan penguatan jiwa kewirausahaan berbasis potensi lokal. Metode pelaksanaan menggunakan pendekatan partisipatif dengan empat tahapan utama: analisis kebutuhan, pelatihan, pendampingan teknologi pencatatan digital, serta evaluasi dan kolaborasi berkelanjutan, Hasil kegiatan menunjukkan peningkatan kemampuan peserta dalam pengelolaan usaha; 75% mampu menyusun laporan keuangan sederhana dan 60% telah menggunakan aplikasi BukuWarung. Pelatihan kewirausahaanjuga menghasilkan inovasi produk turunan seperti pupuk organik dan susu kambing olahan. Terbentuknya Kelompok Usaha Ternak Mandiri (KUTM) menjadi indikator keberlanjutan program. Secara keseluruhan, kegiatan ini terbukti efektif dalam meningkatkan literasi akuntansi, jiwa kewirausahaan, serta mendorong kemandirian ekonomi peternak menuju pembangunan desa berkelanjutan.
Sosialisasi Uang Layak Edar Kepada Masyarakat Desa Kadumekar Babakancikao Purwakarta Jalaludin, Jalaludin; Indri, Dede
ADINDAMAS: Jurnal Pengabdian Kepada Masyarakat Vol 5 No 2 (2026): ADINDAMAS: Jurnal Pengabdian Kepada Masyarakat
Publisher : STIE Syariah Indonesia Purwakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37726/nea13h11

Abstract

Based on the results of observations, the PKM team found several unique phenomena related to Decent Money among the Kadumekar Village Community, one of which is that there are still people who are taboo on decent money and not worthy of circulation, lack of access to adequate information related to decent money, Kadumekar Village with a population that mostly works as farmers and small traders, is very vulnerable to the problem of counterfeit or unfit money fraud, and the last phenomenon is that people understand culture more than government rules or policies. The purpose of this PKM is to socialize decent money to the people of Kadumekar Village, so that people understand the importance of using money that is valid and worthy of circulation. This PKM method uses observation, socialization and discussion, monitoring and evaluation. The conclusion of this PKM is that before the implementation of the socialization of decent money to the people of Kadumekar Village, the average value of respondents is 31.11 (very does not understand), and after this socialization activity is carried out, the average value of respondents is 90.55 (very understanding). This shows that socialization is important as a medium for education, including reminding people who once knew about money worthy of circulation and not worthy of circulation. In addition, after the implementation of this PKM, the community already knows the characteristics of money worthy of circulation and not worthy of circulation, the importance of recognizing money worthy of circulation and not worthy of circulation, the characteristics of money worthy of circulation and not worthy of circulation, the impact of use including the legal impact of money not worthy of circulation, and the community no longer uses damaged money for transactions, damaged money is exchanged to banking institutions.
Pemberdayaan Perempuan Melalui Program Ekonomi Sirkular B3 Minyak Jelantah di Desa Kadumekar Babakancikao Purwakarta Jalaludin, Jalaludin; Luthfiyani, Syifa Nurul; Mubarok, Muhammad Noval Al-Rasyid
ADINDAMAS: Jurnal Pengabdian Kepada Masyarakat Vol 5 No 2 (2026): ADINDAMAS: Jurnal Pengabdian Kepada Masyarakat
Publisher : STIE Syariah Indonesia Purwakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37726/4t71sz93

Abstract

Based on the results of observations, researchers found several phenomena related to the circular economy of used cooking oil in Kadumekar Village, one of which is that the community does not yet understand the impact of used cooking oil waste on the environment, there is still limited understanding and knowledge among the community regarding the management of used cooking oil waste, the process of utilizing used cooking oil takes a long time, and there are still very few people who know that used cooking oil has economic value. The objective of this PKM was to empower the community of Kadumekar Village, Babakancikao Subdistrict, through the empowerment of women through the B3 Waste Cooking Oil Circular Economy Program to produce soap, in order to improve the community's skills in recycling waste cooking oil. The PKM method used observation, socialization, and mentoring. The conclusion of this PKM activity shows a significant increase in the level of understanding of the partners. Before the workshop, the understanding score was in the range of 0-70 with an average of 30.5 (category of very poor understanding), but after the activity it increased to 70-90 with an average of 77 (category of good understanding). Although it did not reach 100 points because some partners were more focused on quick results without waiting for the soap drying process, which takes 24 hours to 2 weeks, this achievement is still considered very meaningful. In addition to increasing technical understanding, the PKM activity also had a positive impact in the form of awareness of the circular economy concept, the use of used cooking oil to make soap, and how to make.
Pemanfaatan Hypnoteaching dalam Mengajarkan Keterampilan Kewirausahaan dan Ekonomi di SDN Kadumekar Babakancikao Purwakarta Jalaludin, Jalaludin; Dewi, Amellia Aztiannisa; Azizah, Resa Nur
ADINDAMAS: Jurnal Pengabdian Kepada Masyarakat Vol 5 No 2 (2026): ADINDAMAS: Jurnal Pengabdian Kepada Masyarakat
Publisher : STIE Syariah Indonesia Purwakarta

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.37726/f9x6ab15

Abstract

Based on the results of observations, the PKM team found several unique phenomena related to the utilization of hypnoteaching in teaching entrepreneurship and economic skills at SDN Kadumekar, one of which is that many people are still taboo against hypnoteaching, there are still many schools that teach traditional methods, teachers and student guardians are still limited in improving teaching skills, and there are still few people who know the effectiveness of hypnoteaching entrepreneurial skills and economic skills to students. The purpose of this PKM is to utilize hypnoteaching in teaching entrepreneurship and economic skills at SDN Kadumekar. This PKM method uses observation, socialization and discussion, monitoring, and evaluation. This PKM can be concluded that the level of understanding of respondents or PKM partners before and after the PKM implementation has changed quite drastically from the average value of 23.04 points in the category of very not understanding, changing drastically to 89.5 points in the category of very understanding. These results show that guardians and teachers at SDN Kadumekar are now more prepared to utilize hypnoteaching as part of entrepreneurship and economics learning, creating a more effective and enjoyable learning experience for students. In addition, through this PKM, teachers and student guardians already know the functions and benefits of hypnoteaching, the benefits of hypnoteaching in teaching entrepreneurial skills, how to form an entrepreneurial mindset in students, hypnoteaching techniques for student concentration, building a creative, innovative, and independent mindset in the future in students, the main characteristics of hypnoteaching-based teaching, how hypnoteaching improves students' economic skills, the first step in starting a hypnoteaching-based lesson, hypnoteaching to overcome fear, and learning economics with inspirational stories.
PELATIHAN PEMASARAN ONLINE UNTUK PRODUK PRODUK UNGGULAN BAGI PKK DAN KADER POSYANDU DI DESA KARYAMEKAR, GARUT, JAWA BARAT Ramadhani Hamzah; Rina Nurhayati; Jalaludin, Jalaludin; Astuti, Enny Diah; Maulida, Sofia
JURNAL ABDIMAS PLJ Vol. 5 No. 2 (2025): JURNAL ABDIMAS PLJ, DESEMBER 2025
Publisher : POLITEKNIK LP3I JAKARTA

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.34127/japlj.v5i2.1900

Abstract

Online marketing training for PKK (Family Welfare Movement) and Posyandu (Integrated Service Post) cadres' flagship products aims to increase sales and expand market reach through digital platforms such as social media and e-commerce. This training equips participants with basic digital marketing skills, business account optimization, engaging content creation, and the use of applications such as e-commerce and marketplaces. Furthermore, this activity also improves digital literacy and empowers families and communities economically. This community service program aims to provide online marketing training for PKK women as a continuation of the creative economy program in Karyamekar Village, Garut, West Java. The community service event was held on November 14-15, 2025, in the Karyamekar Village Hall. The method used was presentations, discussions, and a question-and-answer session. During the presentation, the speaker discussed the importance of digital marketing in marketing products. With the advancement of technology, digital marketing is essential for product marketing. Online marketing can transcend the boundaries of time, space, and location, meaning sales can be made anytime and anywhere. A strategy is needed to leverage digital marketing to increase sales.
Co-Authors Aan Hasanah Abdillah, Aditya Nur Abdul Karim Abdul Wahid Acharjya, Vasavvi Afifah Hidayati Ahmad Damiri, Ahmad Ahmad Saepudin Albar, Arpa Ismail Alfiyah, Alfiyah Alikhan, Mukhammad Sultan Anggara, Jaka Aprilia, Alfira Arini, Gst Ayu Asep Supriatna, Asep Astuti, Enny Diah Atuti, Atik Dwi Azizah, Resa Nur Azizah, Silmy Bahrodin, Bahrodin Chaidir, Taufiq DADANG DADANG Desi Ramayanti Dewi, Amellia Aztiannisa Dewi, Maftuhah Diana Meliani Sabat Dopo, Agustinus Fransiskus Dwiatmoko, Hermanto Dz, Abdus Salam DZ, Abdussalam Efrita Norman Euis Winarti F. Berek, Robianus Fahrudin, Tomulyo Farkha’i, Siti Fathurohman, Oman Fathurrohman, N Fatimah Zahra, Denada Fiorentina, Lidya Meti fitria ningsih Fitriyah Fitriyah Hana Masfufah hanifah hanifah Haryani, Diyan Hilendri L., Baiq Anggun Ikhwansah, M. Iman Waskito Imanuel Benu Indri, Dede Iswandi, Hadi Jejen Jaenudin Jumaidi, Lalu Takdir Juriyah Juriyah, Juriyah Kadarwati, Eny Kartika, amalia Khosmawati, Dewi khusnul khotimah Kulkarni, Shirin Kurnia, Asep Dede L, Baiq Anggun Hilendri Lakoro, Nurhidayah Luthfiyani, Syifa Nurul Mahendra, Adhi Marliani, Lina Maulida, Sofia Meilani , Anita MUAIDY YASIN, MUAIDY Mubarok, Muhammad Noval Al-Rasyid Muhammadun Muhammadun, Muhammadun Munjiat, Muhamad Miftahul Musa Musa Nada, Lia Nalatina Nafiah, Siti Najikh, Mukhamad Ngimron, Kuat Ni Made Paramita Setyani Niantoro Sutrisno Nikolaus, Tara Tiba Noviyani, Neneng Nunung Widyaningsih Nuraidah, Imas Nurul Fatimah Oktaviana, Fitri Oktaviani, Hani Pauzi, Irpan Prasojo, Naufal Dwi Aryo Pratiwi, Rima Qodir, Dadang Abdul Rahmawati, Najwa Ramadhani Hamzah Ramadhona, Winda Rina Nurhayati Rohfatmah, Dwi Sabila, Siti Salwa Salsa Saputro, Andrian Sari, Siti Wulan Satarudin Setiyowati, Riris Siti Nurhasanah Solly Aryza Somad, M. Abdul Sopiah, Syifa Suhaedi, Wirawan Tiar Harahap, Hasan Upriani, Ninik Widiantari, Dian Yanti, Zikratul Aini Afik Yeni Suryani Zaenal Arifin Zahra, Denada Fatimah Zaldi, Ahmad