p-Index From 2020 - 2025
4.876
P-Index
This Author published in this journals
All Journal Jurnal Paradigma Ekonomika JURNAL SAINS PERTANIAN EQUATOR Journal of Business Strategy and Execution Journal The Winners Interest : Jurnal Ilmu Kesehatan Fakultas Ekonomi Binus Business Review Jurnal Pendidikan Informatika dan Sains AGRIPEAT International Journal of Public Budgeting, Accounting and Finance Jurnal Ilmiah Ecosystem ANARGYA: Jurnal Ilmiah Pendidikan Matematika Jurnal Review Pendidikan dan Pengajaran (JRPP) Lentera Acitya Journal Of Health SULTANIST: Jurnal Manajemen dan Keuangan Best Journal (Biology Education, Sains and Technology) Asian Journal of Aquatic Sciences Jurnal Penelitian Pendidikan, Psikologi Dan Kesehatan (J-P3K) Jurnal Kansasi : Jurnal Pendidikan Bahasa dan Sastra Indonesia CENDEKIA : Jurnal Ilmu Pengetahuan SOCIAL : Jurnal Inovasi Pendidikan IPS Milestone: Journal of Strategic Management ACADEMIA: Jurnal Inovasi Riset Akademik Jurnal Abdimas Dedikasi Kesatuan V-art: Journal of Fine Art NIKAMABI : Jurnal Ekonomi & Bisnis Jurnal Ilmiah MEA (Manajemen, Ekonomi, dan Akuntansi) Civil Engineering Scientific Journal International Journal of Entrepreneurship, Business, and Creative Economy Innovative: Journal Of Social Science Research International Journal of Application on Economics and Business Jurnal Kesehatan Lentera Acitya Jurnal Serina Ekonomi dan Bisnis Law and Economics Journal of Civil Engineering and Vocational Education Jurnal Ekonomi Kesehatan Indonesia Jurnal Greenation Ilmu Teknik Noblesse Oblige Law Journal Literacy: Journal of Education and Social Science
Claim Missing Document
Check
Articles

Found 1 Documents
Search
Journal : Jurnal Pendidikan Informatika dan Sains

The impact of computational modeling on student success in algorithm and programming track courses Hakim, Husnul; Natalia, Natalia; Nugraheni, Cecilia Esti
Jurnal Pendidikan Informatika dan Sains Vol. 14 No. 1 (2025): Jurnal Pendidikan Informatika dan Sains
Publisher : IKIP PGRI Pontianak

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.31571/saintek.v14i1.8875

Abstract

Programming courses, such as Object-Oriented Programming (PBO), Algorithms and Data Structures (ASD), and Design and Analysis of Algorithms (DAA) at Parahyangan Catholic University's Informatics Study Program (IF UNPAR), have shown relatively low passing rates and average grades. To enhance students' problem-solving abilities, IF UNPAR's 2018 Curriculum introduced the compulsory course, Modeling for Computation (PUK). This study aims to analyze the influence of PUK grades on students' academic performance in programming courses. We used linear regression modeling and Naïve Bayes classification to predict student grades. The results show that the regression model yielded a residual standard error between 15.43 and 28.15, while the Naïve Bayes model achieved a Root Mean Squared Error (RMSE) between 1.29 and 1.85. These findings indicate that PUK grades can serve as an early indicator of student success in programming courses, simultaneously supporting the integration of modeling and problem solving capabilities into the informatics curriculum.
Co-Authors Achmad Fauzi Agustinus Jarak Patandean Ahmad Swandi Alim, Muh Chandra Andi Marini Indriani, Andi Marini Andini, Sekar Asti Andriansyah Sumanto Putra, Andriansyah Sumanto Anggelia, Shilvy Annetta Gunawan Arif Muchyidin Atikah, T. A. Azis, Adek Cerah Kurnia Batter, Sherly Rudianti Beby Astri Tarigan Billy Harland, Yoshua Bintal Amin Bonaraja Purba Butarbutar, Marisi Cecilia Esti Nugraheni Cooky Tri Adhikara, Cooky Tri Darwin Lie Dian Kurnianingrum, Dian Efendi Efendi Farida Tampubolon, Lindawati Febrianti, Erni Ginting, Agustaria H, INDAH AZZAHRA. hakim, husnul Haryadi Sarjono Hendra Setiawan Herlina Lusmeida Ian Kurniawan Ilman, Nur Ina Melati, Ina Indah Pangesti, Salma Indra, Elrika Iriyadi Iriyadi Irwan Irwan Kandacong, Rika Kurnia Karimah, Umi Karuna Ernesto, Thedy Karyana Hutomo, Karyana Kelly, Grace Khairuddin Tampubolon Laurent, Margareth Lidya, Lidya Lumbantoruan, Ratnawaty Marvin, Josua MESRA MESRA, MESRA Metrolitania, Metrolitania Muhammad Abdi, Muhammad Mulyono Mulyono Nur Afni Safarina, Nur Afni Nurwahita, Nurwahita Pri Hermawan Purnasari, Nina Rianda Elvinawanty Rita Rita, Rita Sahariah, Sahariah Sahriana, Sahriana Saryatmo, Mohammad Agung Sebayang, Rosnita Shelviana, Shelviana Shenny Oktoriana Shirley Agusthina, Shirley Sihombing, Runggu Sinaga, Annisa Nauli Sinulingga, Sam Deva Nasra Sirait, Respa Siregar, Fahmi Apriyansyah Subagyo Subagyo Sugito - Supardal Supardal, Supardal Surbakti, Nadia Surya Wibawa, Surya Sutanto, Bahtiyar Heru Swastika, Amira Fide Syahrudi, Syahrudi Utomo, Gunaedy Wahid, Sirojudin Waruwu, Etnasius Wi, Peng Widharto, Fadhlih Cahyadi Wijaya, Jefina Xevyra, Fanni YULIANA, RINDI ASTIKA Yumielda, Vivi Destri Zai, Brigita Zsazsa, Cut Sah Kha Mei