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A Systematic Analysis of the Impact of Non-Academic Factors on Student Academic Performance Prediction Using Data Mining
Ningsih, Gabriella Caroline Prihayu
; Universitas Sebelas Maret
; Liantoni, Febri
; Sebelas Maret University
; Sujana, Yudianto
; Sebelas Maret University
Telematika
Vol 19
, No 1
(2026)
This study investigates the prediction of students' academic performance using machine learning models through the analysis of 27 research articles. The primary objective is to identify a minimal set of essential features that significantly influence academic outcomes, aiming to optimize model performance and reduce data complexity. A Systematic Literature Review (SLR) was conducted following the PRISMA framework, focusing on key features such as midterm grades, faculty, department, demographic...
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Viscosity Modeling of MES and SLS Using Machine Learning Method
Fathaddin, Muhammad Taufiq
; Setiati, Rini
; Akbar, Fahrurrozi
; Sumirat, Iwan
; Bharoto
; Ramadhan, Ranggi Sahmura
; Onnie Ridaliani Prapansya
; Ristawati, Arinda
Viscosity is crucial to improve the efficiency of injected fluids for oil displacement in reservoirs. Traditionally, research has focused on polymers that help reduce the mobility of injected fluids, while surfactant viscosity has received less consideration. This research investigated the viscosity behavior of methyl ester sulfonate (MES) and sodium lauryl sulfate (SLS) surfactant solutions using a machine learning method—adaptive neurofuzzy inference system (ANFIS). This study aimed to predict...
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Antibacterial activity of miana (Coleus scutellarioides) against Streptococcus pyogenes and Streptococcus mutans
Miana leaves (Coleus scutellarioides) have compounds that have the potential to be antibacterial. The bacteria Streptococcus pyogenes and Streptococcus mutans are a group of positive bacteria containing a lipid layer that is low in peptidoglycan and teichoic acid. This study aims to determine the antibacterial activity of Miana leaves against Streptococcus pyogenes and Streptococcus mutans because both types of infectious bacteria. This research used the disc diffusion method. The preparation in...
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A Vegetation analysis of terestrial fern in kemuning tea garden in ngargoyoso village, Indonesia
Kemuning Tea Garden in Ngargoyoso Village is a beautiful area with many tourist destinations. Therefore, in addition to the activities of local people as tea farmers, many outsiders come as tourists. This area has abiotic factors that are suitable for the growth of various types of plants, one of which is ferns, especially terrestrial ferns. This study aims to determine the composition of terrestrial fern vegetation in the kemuning tea garden area. The method used was purposive sampling method,...
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Potential of butterfly pea (Clitoria ternatea) nanoherbal on spermatozoa quality in hyperglycemic rats
Hyperglycemia is a condition characterized by elevated blood glucose levels that induce free radical formation, leading to reduced spermatozoa quality. Butterfly pea (Clitoria ternatea) contains antioxidant compounds and is formulated as a nanoherbal to enhance bioavailability. This study aimed to evaluate the potential of butterfly pea nanoherbal in improving spermatozoa quality in hyperglycemic rats. This experimental study employed a post-test only control group design using 25 male Wistar ra...
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Workshop Pembuatan Urea Molasses Block (UMB) untuk Meningkatkan Produktivitas Ternak di Kecamatan Windusari, Kabupaten Magelang
Pradita, Linda Eka
; Manggala Wijaya, Ahmad Rino
; Oktaviana, Tiara
; Hasna Aribah, Nisrina Zaidatun
; Intan Meilisa, Maulidya
; Salman Fata, Muhammad
; Aulia, Fara
; Yuliana, Tri Wahyu
; Arifina Qulba, Shefie
; Rahayu Pramesti, Yuliani
; Luthfie Freessylia, Brilliant
; Khaidar Ali, Wildan
; Oktaviana, Tiara
Pakan adalah faktor penting dalam sektor peternakan. Bidang peternakan menjadi fokus pengembangan di Kelurahan Bandarsedayu yang terletak di Kabupaten Magelang. Kondisi geografi sesuai dengan adaptasi hewan dan sumber pakan berupa rumput yang cukup berlimpah. Namun, tidak semua rumput dapat memenuhi kebutuhan mineral ternak karena beberapa faktor. Teknologi pakan tambahan seperti Urea Molase Blok yang memiliki kandungan mineral tinggi. Tujuan dari pengabdian ini adalah untuk mengedukasi masyarak...
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Dampak Operasional PLTU terhadap Kondisi Sosial Ekonomi Nelayan: Studi Kasus Kelurahan Teluk Sepang
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
Industrial development in coastal areas through the construction of a Steam Power Plant (PLTU) has significant economic implications for the sustainability of fishermen's livelihoods. This study aims to analyze the impact of PLTU operations on the socio-economic conditions of fishermen in Teluk Sepang Village, Bengkulu City. This study used a qualitative descriptive approach with a snowball sampling technique, involving 26 small-scale and traditional fishermen directly affected. The results indi...
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Dinamika Sosial-Ekonomi Masyarakat Multikultural Di Wilayah Perbatasan Sota Antara Masyarakat Adat Papua Dan Transmigran
Aviva Radja Najwa Amatullah
; Rizky Aulia Sabrina Putri
; Zulfayani
; Rizya Amelia
; Laeli Khusnaeni
; Nurul Istiqomah
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study aims to analyze the dynamics of the lives of indigenous Papuan communities and transmigrants, particularly in the social and economic context of Sota Village, Merauke Regency, South Papua. The study uses a qualitative approach with semi-structured interviews, documentation, and focus group discussions (FGDs). This study involved various parties to obtain a comprehensive view of the social interaction between indigenous peoples and transmigrants. Data were obtained through interviews w...
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The Dynamics of Multi-Stakeholder Collaboration: Challenges in Integrating the Pentahelix Model in Bojonegoro Geopark
Jurnal Riset sosial humaniora, dan Pendidikan (Soshumdik)
Vol 5
, No 1
(2026)
This study aims to describe the form of multi-stakeholder collaboration in the management of the Bojonegoro Geopark using the Pentahelix approach. This study employed a qualitative method with data collected through interviews, observations, and documentation, while informants were selected purposively to represent the government, academia, business actors, community groups, and media. The findings indicate that although the five helixes are involved, their roles have not yet been integrated int...
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Mural Tema Kearifan Lokal Di Sekolah Dasar Negeri Donoyudan Kalijambe Sragen: mural, program adiwiyata, media pembelajaran
Pembuatan mural Tema Kearifan lokal dilakukan di sekolah SD N Donoyudan Kalijambe Sragen adalah upaya penguatan program sekolah adiwiyata sekaligus sebagai media pembelajaran seni budaya dan prakarya. Pembuatan mural dilakukan karena (1) terdapat beberapa tempat yang kurang menarik sebagai pendukung program adiwiyata sekolah, (2) Memperkaya media pembelajaran seni budaya dan prakarya. Solusi yang dilakukan adalah menerapkan seni mural dengan menggambar tembok sekolah dengan tema kearifan local g...
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