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Penerapan Algoritma C4.5 Dalam Mengukur Tingkat Kepuasan Pengguna E-Learning Pada Mahasiswa Universitas Abdurrab Luluk Elvitaria; Salamun; Esni Malau
JEKIN - Jurnal Teknik Informatika Vol. 4 No. 2 (2024)
Publisher : Yayasan Rahmatan Fidunya Wal Akhirah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58794/jekin.v4i2.898

Abstract

Integrasi teknologi dan jaringan internet telah menjadi bagian integral dari sistem pendidikan formal dan informal saat ini dan di masa depan. E-Learning telah berdampak signifikan pada dunia pendidikan dengan membantu siswa dan pendidik dalam proses pembelajaran. Universitas Abdurrab di Pekanbaru, Provinsi Riau, Indonesia, telah menerapkan sistem E-Learning untuk memberikan kesempatan kepada siswa untuk mengakses materi pembelajaran baik di dalam maupun di luar kampus, yang bertujuan untuk meningkatkan pengalaman belajar secara keseluruhan. Namun, siswa menghadapi tantangan teknis seperti kesalahan dalam mengakses platform dan kesulitan dalam pelacakan kehadiran dan pengiriman tugas. Penelitian ini menggunakan metode End User Computing Satisfaction (EUCS), dengan fokus pada lima aspek: konten, akurasi, format, keramahan pengguna, dan ketepatan waktu, untuk mengukur tingkat kepuasan pengguna. Data diproses menggunakan algoritma C4.5. Tujuan penelitian termasuk mengukur tingkat kepuasan mahasiswa dengan E-Learning di Abdurrab University, mengklasifikasikan tingkat kepuasan menggunakan algoritma C4.5, dan memberikan wawasan berharga bagi universitas untuk meningkatkan sistem E-Learning-nya. Hasil klasifikasi menunjukkan bahwa faktor utama yang mempengaruhi kepuasan pengguna terhadap E-Learning di kalangan siswa adalah atribut US1 (sistem memenuhi persyaratan tugas atau pekerjaan pengguna). Namun, setelah evaluasi ulang, atribut tertentu seperti A3 (sistem jarang mengalami kesalahan selama operasi) dengan 98 siswa dan A4 (sistem selalu mudah diakses tanpa gangguan teknis) dengan 91 siswa menunjukkan nilai gain rendah, khususnya 0,2596 dan 0,2768. Dalam skenario ini, siswa menyatakan ketidakpuasan dengan penggunaan E-Learning, seperti yang ditunjukkan oleh data dari 349 responden siswa yang menyelesaikan kuesioner.
Peran Kepala Sekolah dalam Pemberdayaan Guru Honorer di SMPN 1 Umpu Semenguk Way Kanan Ismail, Benhur; Putra, Ansori Dasa; Purwito, Teguh; Rosidah, Nur; Salamun
Lentera: Jurnal Ilmiah Kependidikan Vol. 18 No. 2 (2025): Lentera
Publisher : STKIP PGRI Bandar Lampung

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.52217/nfpwpy30

Abstract

This study aims to analyze the role of school principals in empowering honorary teachers at SMPN 1 Umpu Semenguk Way Kanan, focusing on planning and implementation strategies, forms of empowerment, supporting and inhibiting factors, and honorary teachers' perceptions of the effectiveness of the principal's role. The study employs a qualitative approach with a case study design through data collection techniques including semi-structured in-depth interviews, passive participant observation, and documentation study involving the principal, honorary teachers, and vice principal for curriculum affairs. Data analysis uses the Miles and Huberman interactive model with stages of data reduction, data display, and conclusion drawing, while data validity is tested through source triangulation and technique triangulation. The results show that the principal's strategy is implemented systematically through comprehensive needs analysis integrated into the School Work Plan (RKS) and School Activity and Budget Plan (RKAS), with short-term program implementation (in-house training, workshops, clinical supervision, mentoring) and long-term programs (facilitation of further studies, certification assistance, internal career paths). Forms of empowerment encompass three dimensions: professional through inclusion in training/seminars, internal IHT/KKG, and benchmarking visits; structural/managerial through assignment of coordinator/homeroom teacher responsibilities to 50% of honorary teachers, involvement in decision-making, and autonomy in developing lesson plans; and psychological/motivational through non-financial rewards, creation of fair work climate, and personal coaching/mentoring approaches.
Improving Community Knowledge and Skills through Innovation in Utilizing Sorghum Waste as Organic Fertilizer in Batu Layang Village, North Bengkulu Regency Susilo, Edi; Salamun; Dwi Hermawati; Parwito; Rita, Wismalinda; Indra Warman; Ina Asitalia; Tila Watil Muslim Meini; Leres Puspitasari; Fitria Yulianti; Shinta Risti Astuti; Rahmat Setiaji; Sanju Diosi Arisca; Mini Asmarita; Iskarnedi
PAKDEMAS : Jurnal Pengabdian Kepada Masyarakat Vol 5 No 1 (2025): Desember
Publisher : Fakultas Pertanian

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58222/pakdemas.v5i1.534

Abstract

Diversification of local foods is a strategic step in achieving food self-sufficiency and reducing dependence on imports and a single major commodity. However, the dominance of rice as a staple food remains a challenge for national food security. Sorghum (Sorghum bicolor L.) has great potential for development due to its high nutritional content, tolerance to marginal land, and gluten-free properties. However, its utilization in Indonesia is still relatively limited. In Batu Layang Village, Hulu Palik Subdistrict, North Bengkulu Regency, this community service activity targeted farmer groups, PKK, youth, and the general public. The Participatory Rural Appraisal (PRA) method was applied through socialization, training, and demonstration of sorghum waste processing, product downstreaming assistance, evaluation, and marketing strategy strengthening. The results of the activities showed a significant increase in the knowledge and skills of the community, particularly in processing sorghum waste into high-quality organic fertilizer. The evaluation showed increased post-harvest capabilities and a high level of participant satisfaction. In addition to producing economically valuable products, this program also broadened the community's knowledge of food diversification and encouraged forming joint business groups in the future.
The Architect of Prophecy: A Literary Analysis of Lady Jessica’s Religious Engineering in the Dune: Part Two Screenplay Salamun
LITERA KULTURA : Journal of Literary and Cultural Studies Vol. 13 No. 3 (2025): December
Publisher : Universitas Negeri Surabaya

Show Abstract | Download Original | Original Source | Check in Google Scholar

Abstract

This research explores the mechanisms of "Religious Engineering" executed by Lady Jessica in the screenplay of Dune: Part Two by Denis Villeneuve and Jon Spaihts. While the narrative often focuses on Paul Atreides’ journey as the "Lisan al-Gaib," this study posits that his messianic status is a calculated political construct orchestrated by Lady Jessica. Utilizing a qualitative literary analysis with a focus on political dramaturgy and discourse analysis, the study examines key scenes and dialogues that reveal how Jessica hijacks indigenous Fremen spirituality to secure the hegemony of House Atreides. The findings identify four primary strategic pillars: the utilization of ritual as a tool for spiritual legitimacy, the strategic collaboration with her unborn daughter (Alia) as a "coalition partner," the geopolitical exploitation of Southern fundamentalism, and the manipulation of psychological confirmation bias in local leadership. Furthermore, this research highlights the antithesis provided by the character Chani, whose resistance exposes the "Missionaria Protectiva" as a form of colonial epistemic violence. Ultimately, this analysis concludes that religion in the Dune universe serves as a weaponized alien invention, where the "Holy War" is not a spontaneous religious awakening, but a controlled demolition of indigenous agency designed for political survival.
INDIGENOUS BACILLUS SPECIES ISOLATED FROM AEDES AEGYPTI LARVAE: ISOLATION, LARVICIDAL TOXICITY SCREENING, PHENOTYPIC CHARACTERIZATION, AND MOLECULAR IDENTIFICATION Salamun; Rizky Danang Susetyo; Hakimatul Husniyah; Almando Geraldi; Ni’matuzahroh; Fatimah; Farah Aisyah Nafidiastri; Nabilatun Nisa’; Salamy, Muhammad Fath Alhaqqi Sanis
BIOTROPIA Vol. 30 No. 2 (2023): BIOTROPIA Vol. 30 No. 2 August 2023
Publisher : SEAMEO BIOTROP

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.11598/btb.2023.30.2.1938

Abstract

Vector-borne diseases transmitted by mosquitoes are considered a significant public health problem worldwide. Aedes aegypti is one of the mosquito species responsible for transmitting these diseases. One environmentally friendly method of vector control is the use of microbial agents such as Bacillus species. This study aimed to explore investigate indigenous entomopathogenic bacteria of Bacillus species isolated from A. aegypti larvae. Larvae samples were collected from breeding sites of A. aegypti. All isolates underwent screening and affirmation confirmation tests to assess their larvicidal toxicity against A. aegypti larvae. Phenotypic characterizations and molecular identifications were conducted to determine the species of the Bacillus isolates based on similarity index and percent identity (%ID). Phylogenetic trees were used to compare the isolates with other Bacillus species. The results revealed 120 isolates of Bacillus species from A. aegypti larvae samples. Among them, three isolates (LS3.3, LS9.1, and LSD4.2) exhibited the highest larvicidal toxicity in the confirmation test, resulting in larval mortality rates of 100%, 96.7%, and 100%, respectively, after 48 hours of exposure. Molecular identifications, showed that LSD4.2 had a 99.16% ID with Bacillus velezensis, LS3.3 had a 98.22% ID with Bacillus mojavensis, and LS9.1 had a 99.93% ID with Bacillus subtilis. These three bacteria from the Bacillus genus have been reported to offer significant benefits to humans.
Dampak Paparan Iklan dan Konten Promosi Judi Online terhadap Perilaku dan Persepsi Masyarakat Indonesia: Analisis Mekanisme Persuasi Digital, Targeting Audiens, dan Implikasinya terhadap Perlindungan Konsumen di Platform Media Sosial Parwito, Parwito; Salamun; Edi Susilo; Linda Astuti; Prio Susanto; Dyah Noor Intan; Tri Wahyuniarti; Deni Dwi Cahya
Journal of Social Science and Humanities Vol. 4 No. 2 (2025): July-December
Publisher : GAYAKU PUBLISHER

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58222/jossh.v4i2.1752

Abstract

Penelitian ini menganalisis dampak paparan iklan dan konten promosi judi online terhadap perilaku dan persepsi masyarakat Indonesia dalam konteks perlindungan konsumen digital. Dengan menggunakan pendekatan kualitatif-kuantitatif melalui analisis konten, survei terhadap 150 responden, dan wawancara mendalam terhadap 25 informan, penelitian ini mengungkap mekanisme persuasi digital yang digunakan dalam iklan judi online serta dampaknya terhadap pembentukan sikap dan perilaku masyarakat. Hasil penelitian menunjukkan bahwa 67,8% responden terpapar iklan judi online minimal 3-5 kali per hari melalui platform media sosial, dengan tingkat efektivitas persuasi mencapai 42,3% pada kelompok usia 18-35 tahun. Analisis mengidentifikasi lima mekanisme persuasi utama: normalisasi melalui narasi kemenangan, penggunaan influencer dan selebriti, strategi targeting berbasis algoritma, manipulasi psikologis melalui teknik FOMO dan scarcity, serta eksploitasi celah regulasi platform digital. Framework konseptual yang dikembangkan menunjukkan bahwa paparan iklan judi online mempengaruhi tiga dimensi utama: perubahan persepsi terhadap normalitas judi, pembentukan intensi perilaku, dan kerentanan terhadap kecanduan. Studi ini juga mengidentifikasi keterbatasan mekanisme perlindungan konsumen yang ada, termasuk lemahnya enforcement regulasi, minimnya literasi digital masyarakat, dan ketidakefektifan sistem pelaporan konten berbahaya. Implikasi kebijakan mencakup perlunya penguatan regulasi iklan digital, peningkatan literasi digital dan kesadaran risiko, serta kolaborasi multi-stakeholder antara pemerintah, platform digital, dan masyarakat sipil dalam menciptakan ekosistem digital yang lebih aman dan bertanggung jawab. Kata Kunci: iklan judi online, persuasi digital, media sosial, perlindungan konsumen, targeting algoritma, literasi digital, regulasi platform digital
Penerapan Natural User Interface Berbasis Skeleton Tracking Kinect V2 pada Game Casual untuk Meningkatkan Interaktivitas dan Engagement Pemain andrian, weli; Rohikal, Rafli; Salamun
JEKIN - Jurnal Teknik Informatika Vol. 6 No. 1 (2026)
Publisher : Yayasan Rahmatan Fidunya Wal Akhirah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58794/jekin.v6i1.2016

Abstract

Perkembangan teknologi motion sensing memungkinkan terciptanya interaksi yang lebih alami antara pemain dan game digital. Microsoft Kinect merupakan perangkat motion sensing yang memanfaatkan teknologi depth camera dan skeleton tracking untuk mendeteksi pergerakan tubuh manusia secara real-time tanpa menggunakan perangkat kontrol fisik. Penelitian ini bertujuan untuk mengintegrasikan skeleton tracking Kinect sebagai sistem kontrol pemain pada game casual bertipe menangkap koin serta mengevaluasi pengaruhnya terhadap tingkat interaktivitas dan engagement pemain. Game dikembangkan menggunakan Unity dengan Kinect v2 sebagai perangkat input utama, di mana gerakan tubuh pemain digunakan untuk mengendalikan objek permainan. Metode penelitian yang digunakan meliputi pengembangan sistem, pengujian akurasi pelacakan skeleton, dan evaluasi pengalaman pengguna melalui pengujian langsung kepada responden. Hasil penelitian menunjukkan bahwa skeleton tracking Kinect mampu menyediakan kontrol berbasis gerakan yang responsif dan intuitif dengan tingkat akurasi yang memadai untuk kebutuhan game casual menggunakan Natural User Interface. Selain itu, hasil evaluasi pengguna menunjukkan peningkatan engagement pemain sangat baik pada skor 4,40 pada skala Likert. Meskipun terdapat beberapa keterbatasan seperti ketidakstabilan pelacakan pada gerakan cepat dan kondisi occlusion, secara keseluruhan integrasi skeleton tracking Kinect terbukti efektif dalam meningkatkan interaktivitas dan engagement pemain pada game casual.  
Pengembangan Arsitektur Edge Computing untuk Early Warning System (EWS) Banjir Berbasis Multi-Sensor Menggunakan Model Hybrid LSTM–Random Forest Setiawan, Debi; Noratama Putri, Ramalia; Salamun; Luluk Elvitaria; Liza Trisnawati
JEKIN - Jurnal Teknik Informatika Vol. 6 No. 1 (2026)
Publisher : Yayasan Rahmatan Fidunya Wal Akhirah

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.58794/jekin.v6i1.2028

Abstract

Banjir merupakan bencana hidrometeorologi yang sering terjadi di wilayah tropis dan berdampak signifikan terhadap aspek sosial, ekonomi, serta infrastruktur. Penelitian ini mengembangkan Early Warning System (EWS) deteksi banjir berbasis multi-sensor dengan arsitektur Internet of Things (IoT) real-time yang mengintegrasikan pemrosesan edge dan cloud. Sistem diimplementasikan di [lokasi penelitian] selama empat bulan dengan total 12.480 dataset yang dikumpulkan setiap interval 5 menit. Parameter yang diamati meliputi tinggi muka air menggunakan sensor ultrasonik JSN-SR04T, curah hujan, suhu udara, dan kecepatan angin. Data diproses melalui pembersihan, normalisasi Min-Max, dan ekstraksi fitur deret waktu. Model Long Short-Term Memory (LSTM) digunakan untuk memprediksi pola temporal kenaikan muka air, sedangkan Random Forest digunakan untuk klasifikasi tingkat risiko banjir. Evaluasi dilakukan menggunakan skema train-test split 80:20 dan 5-fold cross-validation dengan hyperparameter tuning berbasis grid search. Hasil pengujian menunjukkan bahwa model LSTM memperoleh akurasi 91%, presisi 90%, recall 92%, dan F1-score 91%, sedangkan Random Forest mencapai akurasi 89%, presisi 88%, recall 90%, dan F1-score 89%. Model hybrid LSTM–Random Forest memberikan performa terbaik dengan akurasi 93%, presisi 92%, recall 94%, dan F1-score 93%. Sistem mampu memberikan peringatan dini 25–40 menit sebelum ambang batas banjir kritis tercapai dengan waktu respons kurang dari 3 detik. Kebaruan penelitian ini terletak pada integrasi multi-sensor hidrometeorologi dengan skema hybrid LSTM–Random Forest dalam arsitektur edge–cloud real-time yang meningkatkan akurasi prediksi sekaligus menurunkan latensi sistem peringatan dini banjir.
Co-Authors ABDUL HAMID Abi Rifai ACHMAD ZAINAL ABIDIN Affandi, Moch Almando Geraldi Amrulloh Khoirul Ma'arif Ana Mariatul Khiftiyah Ana Titi Rukmana andrian, weli Brigita Nur Diyan Agustiana Debi Setiawan, Debi Dela Dwi Alawiyah Deni Dwi Cahya Dwi Hermawati Dyah Noor Intan Edi Susilo Eka Julianti Esni Malau Farah Aisyah Nafidiastri Fatimah Fitria Yulianti Hakimatul Husniyah Hidayatun Soleha holina Ina Asitalia Indra Warman Iskarnedi Ismail, Benhur Leres Puspitasari Linda Astuti Liza Trisnawati Luluk Elvitaria MIFTAHUL JANNAH Mini Asmarita Nabilatun Nisa’ Nastiti Trikurniadewi Ni'matuzahroh Ni’matuzahroh Noratama Putri, Ramalia Nur Rosidah NURUL WAHYUNI Parwito Parwito Parwito, Parwito Prio Susanto Purwito, Teguh Putra, Ansori Dasa Rahmat Setiaji Rita, Wismalinda Rizki Amaliah Zain Rizky Danang Susetyo Rohikal, Rafli Salamy, Muhammad Fath Alhaqqi Sanis Sanju Diosi Arisca Santika Parma Shinta Risti Astuti Silvia Kurnia Sari Tila Watil Muslim Meini Tri Wahyuniarti Ulfa Umurohmi