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Investigating a SMOTE-Tomek Boosted Stacked Learning Scheme for Phishing Website Detection: A Pilot Study
Ugbotu, Eferhire Valentine
; Emordi, Frances Uchechukwu
; Ugboh, Emeke
; Anazia, Kizito Eluemunor
; Odiakaose, Christopher Chukwufunaya
; Onoma, Paul Avwerosuoghene
; Idama, Rebecca Okeoghene
; Ojugo, Arnold Adimabua
; Geteloma, Victor Ochuko
; Oweimieotu, Amanda Enaodona
; Aghaunor, Tabitha Chukwudi
; Binitie, Amaka Patience
; Odoh, Anne
; Onochie, Chris Chukwudi
; Ezzeh, Peace Oguguo
; Eboka, Andrew Okonji
; Agboi, Joy
; Ejeh, Patrick Ogholuwarami
Journal of Computing Theories and Applications
Vol 3
, No 2
(2025)
The daily exchange of informatics over the Internet has both eased the widespread proliferation of resources to ease accessibility, availability and interoperability of accompanying devices. In addition, the recent widespread proliferation of smartphones alongside other computing devices has continued to advance features such as miniaturization, portability, data access ease, mobility, and other merits. It has also birthed adversarial attacks targeted at network infrastructures and aimed at expl...
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Review of Secondary Metabolite Identification Methods and Antimicrobial Activities of Tubers in Indonesian
Journal of Food and Agricultural Product
Vol 5
, No 2
(2025)
The activity of inhibiting bacterial growth has been extensively studied from various natural materials in Indonesia. One part of plants which is contains active compounds that inhibit bacterial growth is local tubers such as gadung, sweet potatoes, porang, suweg, and several other types of tubers. The bacterial inhibitory secondary metabolite compounds contained in tubers like saponins, tannins, quinones, flavonoids, alkaloids, and phenols. These compounds exhibit antibacterial activity in the...
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Rancang Bangun Alat Pendeteksi Gas CO dan COHb
Journal of Health Technology and Public Health
Vol 2
, No 3
(2025)
The IoT-based CO and COHb gas detector is a device used to detect the presence of carbon monoxide (CO) gas and the level of carboxyhemoglobin (COHb), supported by Internet of Things (IoT) technology for remote monitoring and real-time reporting. This device will be used in hospital rooms, serving as an important solution in efforts to ensure the safety of patients, medical staff, and hospital visitors. With the presence of the CO and COHb gas detector, hospital staff will find it easier to detec...
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THE EFFECT OF THE INQUIRY LEARNING MODEL ON SOCIAL SCIENCE LEARNING OUTCOME AND SAINS LITERACY IN GRADE IV STUDENTS OF ELEMENTARY SCHOOL CLUSTER IV AT BEBANDEM DISTRICT
Dikdas Bantara
Vol 8
, No 2
(2025)
The focus of this study is to discover how the inquiry learning approach affects science literacy and learning outcomes. The sample consisted of 55 persons chosen by random sampling techniques, while the research population included of 246 people. This study uses a posttest control group design and is quasi-experimental. An essay-style questionnaire measuring learning, motivation, data, and scientific critical thinking abilities was used to gather the study's data. The MANOVA statistical test wa...
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Perbandingan Apache Airflow dan Apache Spark dalam Proses ETL untuk Memprediksi DropOut dan Keberhasilan Akademik Mahasiswa
Jurnal Informatika dan Rekayasa Perangkat Lunak
Vol 7
, No 2
(2025)
Dropout prediction in higher education is important because it impacts the academic success of students and the overall effectiveness of educational institutions. This research aims to build an automated ETL pipeline using Apache Airflow and Apache Spark to process academic data and predict student graduation status. The dataset used consists of 4,424 samples with 36 features covering demographic, academic, and socio-economic attributes. The data is processed through the stages of extraction, tr...
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Pengembangan aplikasi edukatif menggunakan Desmos dan Padlet pada Materi SPLDV
Henrikus Farel Constan Adhi
; Angela Larasati Kirana Putri
; Marsela Ayu Puspitasari
; Marcella Nindita Putri
; Raynaldhi Yoshua Sange
; Andreas Erwin Prasetya
AKSIOMA : Jurnal Matematika dan Pendidikan Matematika
Vol 16
, No 2
(2025)
This study aims to develop a learning application based on Desmos and Padlet for the subject of Two-Variable Linear Equation Systems (SPLDV) to improve students' conceptual understanding through a Problem-Based Learning (PBL) approach. The main issue underlying this study is the lack of interactive and contextual learning media used in the SPLDV learning process at the junior high school level. The method used is Research and Development (R&D) with the ADDIE model, which includes the stages...
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Pengembangan Website Sebagai Sarana Edukasi dan Promosi Tari Topeng Ireng di Desa Ngaru-Aru, Kecamatan Banyudoono, Kabupaten Boyolali: Digitalisasi Kebudayaan
Candrakristawan, Wisnu Aditya
; Noventari, Widya
; Setyaningsih, Nunung
; Utama, Annisa Eka
; Famelia, Alina Azka
; Prayoga, Silas Akwila
; Fiorenza, Danella
; Novitasari, Emilia
Adi Widya: Jurnal Pengabdian Masyarakat
Vol 9
, No 2
(2025)
Era digital membawa tantangan sekaligus peluang dalam pelestarian budaya lokal. Desa Ngaru-Aru, yang kaya akan warisan budaya seperti Tari Topeng Ireng, menghadapi kendala dalam promosi budaya akibat kurangnya dokumentasi dan media digital yang representatif. Program pengabdian masyarakat ini bertujuan mengembangkan website bundaru.com sebagai media edukasi dan promosi seni budaya lokal. Metode yang digunakan meliputi observasi partisipatif, wawancara, dokumentasi, dan FGD dengan pihak-pihak yan...
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Pengembangan Website Sebagai Sarana Edukasi dan Promosi Tari Topeng Ireng di Desa Ngaru-Aru, Kecamatan Banyudoono, Kabupaten Boyolali: Digitalisasi Kebudayaan
Candrakristawan, Wisnu Aditya
; Noventari, Widya
; Setyaningsih, Nunung
; Utama, Annisa Eka
; Famelia, Alina Azka
; Prayoga, Silas Akwila
; Fiorenza, Danella
; Novitasari, Emilia
; Setyaningsih, Nunung
Era digital membawa tantangan sekaligus peluang dalam pelestarian budaya lokal. Desa Ngaru-Aru, yang kaya akan warisan budaya seperti Tari Topeng Ireng, menghadapi kendala dalam promosi budaya akibat kurangnya dokumentasi dan media digital yang representatif. Program pengabdian masyarakat ini bertujuan mengembangkan website bundaru.com sebagai media edukasi dan promosi seni budaya lokal. Metode yang digunakan meliputi observasi partisipatif, wawancara, dokumentasi, dan FGD dengan pihak-pihak yan...
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PEMBINAAN IBADAH BAGI KARYAWAN RUMAH SAKIT MUHAMMADIYAH SELOGIRI SESUAI PUTUSAN TARJIH MUHAMMADIYAH PADA KEGIATAN BAITUL ARQAM
Andri Nirwana AN
; Muthoifin
; Kuswardani Dyah Ayu Kusumaningrum
; Trisno Susilo
; Haidar Edward Lumbantobing
; Muhammad Thohir Ihsan
Empowerment Journal
Vol 5
, No 2
(2025)
This community service program aims to improve the quality of worship of employees at Muhammadiyah Selogiri Hospital in accordance with the Muhammadiyah Tarjih Decisions Association. This activity was carried out in the form of Baitul Arqam activities held at the Pondok Sari 1 Hotel, Tawangmangu, Karanganyar, Central Java. This training focused on worship procedures such as prayer, fasting, zakat, as well as strengthening Muhammadiyah ideology so that employees are not only professional in their...
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Perancangan Sistem Informasi Pembayaran SPP Berbasis Web pada SMKN 7 Tebo
JUISI : Jurnal Ilmiah Sistem Informasi
Vol 4
, No 2
(2025)
Perkembangan teknologi informasi menuntut lembaga pendidikan untuk memiliki sistem yang efektif dan efisien dalam mengelola data pembayaran siswa. Penelitian ini bertujuan merancang dan membangun sistem informasi pembayaran Sumbangan Pembinaan Pendidikan (SPP) berbasis web pada SMKN 7 Tebo. Sistem ini diharapkan mampu mempermudah pengelolaan data pembayaran, meminimalkan kesalahan pencatatan, serta meningkatkan transparansi informasi kepada pihak sekolah dan orang tua siswa. Metode pengembangan...
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