Mesin Referensi Akademik

Algorithm Implementations Naïve Bayes, Random Forest. C4.5 on Online Gaming for Learning Achievement Predictions

Baharuddin, Baharuddin · Universitas Islam 45 / UM Indonesia

The online game is a game which is currently booming and interest ranging from children, teens, to adults. Online games can create a sense of opium to the people who play it. Online games become a new problem for the students, because online games make learning impaired concentration. The learning achievements can be measured from the value of report cards. …

Prediction of Teachers' Lateness Factors Coming to School Using C4.5, Random Tree, Random Forest Algorithm

Baharuddin, Baharuddin · Universitas Islam 45 / UM Indonesia

Lateness arrives at work can be experienced by anyone, including teachers. Teachers who are late arriving at school have shown examples of bad behavior for students. It takes a study to determine the factors that cause a teacher to arrive late to school. Data Mining is selected to process the data that has been available. Processing uses 3 classification alg…

A Learning Algorithm based on High School Teaching Wisdom

Philip, Ninan Sajeeth · arXiv

A learning algorithm based on primary school teaching and learning is presented. The methodology is to continuously evaluate a student and to give them training on the examples for which they repeatedly fail, until, they can correctly answer all types of questions. This incremental learning procedure produces better learning curves by demanding the student t…

Application Of Association Rules With Apriori Algorithm To Determine The Pattern Of The Relationship Between SBMPTN Database And Student's Grade Point Average

Hernawati, Kuswari; Insani, Nur; Waryanto, Nur Hadi; Sumarno, Bambang · Universitas Negeri Yogyakarta

In a university management, information system is one of the resources that can be utilized to improve competitiveness and provide accurate data to stakeholders. Yogyakarta State University accepts students through a variety of ways, namely SNMPTN, SBMPTN and self-selection. By utilizing the SBMPTN database and students’ Grade Point Average (GPA), in this pa…

A Study on the Effectiveness of k-NN Algorithm for Career Guidance in Education

Alex Wenda, - · UIN Sultan Syarif Kasim Riau

This study aims to evaluate the performance of k-NN algorithm in recommending career paths for students based on their interests, past courses, and career goals. The k-NN algorithm was applied to a dataset of student information and its performance was evaluated using quantitative or qualitative measures such as accuracy or user satisfaction. The results ind…

Enhancing corporate quality information systems through data type mapping and information processing algorithms in the digital transformation era

Irmawati Irmawati; Muhammad Faisal · DOAJ Open Access Articles

Research on mapping data types and information processing algorithms in the era of digital transformation for corporate quality information systems is highly urgent in 2026. The era of digital transformation demands that companies transform data from a passive asset into a strategic asset to increase efficiency and competitive advantage. The purpose of this …

Effects of Wikipedia knowledge, algorithm awareness, and reading comprehension on undergraduates’ preference for and use of lateral reading strategies to evaluate information

Arshia K Lodhi; Patricia J. Brooks; C. Donnan Gravelle; Jessica E Brodsky; Maryam Syed; Donna Scimeca · DOAJ Open Access Articles

Internet users are bombarded with information and need strategies to evaluate its trustworthiness. Expert fact-checkers rely on lateral reading, which involves investigating sources, finding better coverage, and tracing information back to original contexts. This study contrasted college students’ preference for and use of lateral reading to evaluate online …

Assessing and fostering college students’ algorithm awareness across online contexts

Jessica E. Brodsky; Dvora Zomberg; Kasey L. Powers; Patricia J. Brooks · DOAJ Open Access Articles

Internet users may fail to recognize how algorithms filter and personalize information. Two studies explored college students’ algorithm awareness across varying contexts. Study 1 examined Facebook users’ awareness of its algorithms (N = 222). Only about half recognized that Facebook does not show all their friends’ posts. These students more often reported …

Exploring Echo-Systems: How Algorithms Shape Immersive Media Environments

James N. Cohen · DOAJ Open Access Articles

In the lead up to the 2016 election, fake news often “outperformed” actual news in users’ social media feeds (Silverman, 2016). This paper attempts to analyze the process in which fake news proliferates social networking sites and presents a method of understanding and articulating ways in which personalized feeds are shaped by algorithm-based user feedback.…

Determination of the relationship pattern of association topic on Al-Qur'an using FP-Growth Algorithms (Hasil Check Similarity)

Rice Novita, - · UIN Sultan Syarif Kasim Riau

Determination of the relationship pattern of association topic on Al-Qur'an using FP-Growth Algorithms (Peer Review)

Rice Novita, - · UIN Sultan Syarif Kasim Riau

DIMENSIONAL DATA UNSUPERVISED LEARNING USING AN ANALYTICAL HIERARCHY PROCESS IN DETERMINING ATTRIBUTES IN THE CLASSIFICATION ALGORITHM

SHINTA AYUNDA PUTRI, SHINTA · UIN Sultan Syarif Kasim Riau

Penanganan sistematis diperlukan dalam meningkatkan mutu perguruan tinggi, salah satunya yaitu perlu ditingkatkannya kompetensi lulusan setiap tahunnya. Dalam meningkatkan kelulusan mahasiswa, maka perlu dilakukannya klasifikasi kelulusan mahasiswa untuk mengetahui apakah mahasiswa tersebut dikatakan Tepat Waktu (TW) atau Kemungkinan Tepat Waktu (KTW) dengan…

Variable Selection to Determine Majors of Student using K-Nearest Neighbor and Naïve Bayes Classifier Algorithm (Peer Review)

Zarkasih, - · UIN Sultan Syarif Kasim Riau

Variable Selection to Determine Majors of Student using K-Nearest Neighbor and Naive Bayes Classifier Algorithm (Hasil Check Similarity)

Mustakim, -; Zarkasih, - · UIN Sultan Syarif Kasim Riau

Applications of Spatial Statistics

Anonim

Spatial statistics has been widely used in many environmental studies. This book is a collection of recent studies on applying spatial statistics in subjects such as demography, transportation, precision agriculture and ecology. Different subjects require different aspects of spatial statistics. In addition to quantitative statements from statistics and test…

Analisis Sentimen Komentar Di YouTube Tentang Ceramah Ustadz Abdul Somad Menggunakan Algoritma Naïve Bayes

Habibi Al Rasyid Harpizon, -; Rahmad Kurniawan, -; Iwan Iskandar, -; Roni Salambue, -; Elvia Budianita, -; Fadhilah Syafria, - · UIN Sultan Syarif Kasim Riau

Abstrak — Sosial media tidak hanya digunakan oleh masyarakat Indonesia untuk hiburan, tetapi juga sebagai media edukasi. Youtube merupakan salah satu media sosial yang terkenal di Indonesia dengan 93,8% pengguna. Youtube juga dimanfaatkan sebagai media Dakwah seperti yang dilakukan oleh Ustadz Abdul Somad. Ustadz Abdul Somad merupakan ulama yang berpengaruh …

MENINGKATKAN PEMAHAMAN KONSEP SIFAT-SIFAT CAHAYA MELALUIMODEL KOOPERATIVE TIPE TAKE STUDENT TEAMS ACHIEVEMENT DIVISON (STAD)

Nazila, Nurikhfa · Universitas Islam 45 / UM Indonesia

This scientific writing is entitled "Improving Understanding of the Concept of the Properties of Light Through the Cooperative Model Type Student Teams Achievement Division (STAD)" in elementary schools, the material for science is taken from everyday life events, for example, the material properties of light. In order for the material to be easily accepted …

Penerapan Model Pembelajaran Kooperatif Tipe Teams Games Tournament (TGT) Untuk Meningkatkan Pemahaman Konsep Matematika Pada Siswa Kelas I SDN Wanasari 04 Kabupaten Bekasi

Maulia, Fadia Tri · Universitas Islam 45 / UM Indonesia

This research is motivated by the problem of low understanding of students' concepts in mathematics where 62% of the total number of students have not reached the completeness value (KKM). This is reinforced by most students who do not understand mathematical concepts and have difficulty explaining the material that has been learned, students have not been a…

Penerapan Weighted Moga Pada Pembagian Kelas Siswa Baru Sekolah Dasar Berdasarkan Hasil Tes Inteligensi dan Gender

Bima Pantoro, - · UIN Sultan Syarif Kasim Riau

Ability grouping merujuk pada praktik yang dilakukan dengan tujuan mengelompokan siswa ke dalam kelas dan sekolah berdasarkan kemampuan. Pengelompokan siswa berdasarkan kemampuan atau kepintaran umum dilakukan pada sekolah-sekolah terutama pengelompokan berdasarkan hasil capaian tahun sebelumnya. Namun pada jenjang sekolah dasar hal ini sulit untuk dilakukan…

MENTAL COMPUTATION STRATEGIES BY 5 TH GRADERS ACCORDING TO OBJECT-SPATIAL-VERBAL COGNITIVE STYLE

Chusnul, Galatea · Universitas Negeri Yogyakarta

The purpose of this study was to investigate mental computation strategies by fifth grade elementary students with different cognitive style (object-spatial-verbal). Seventy six fifth grade students in one of elementary school in Jember (Indonesia) participated in this study. All of the students were tested on Children’s ObjectSpat…