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    Educational video recommender system for computer science students using content-based filtering / Walid Burhani Mohd Zamani by Mohd Zamani, Walid Burhani

    Published 2025
    “…The objective is to study the content-based algorithm, to develop the prototype of educational video recommendation system using content-based filtering algorithm and to evaluate the performance and accuracy of the content-based filtering algorithm. …”
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    A Knowledge Management System for Assessing Lecturer Competence in Indonesian Higher Educational Institutions by Syaripudin, Undang

    Published 2025
    “…Lecturer competency measurement is carried out by first checking employee status using the SVM algorithm with an accuracy value of 72.28%, then using a hybrid SVM and PSO algorithm with an accuracy value of 100%. …”
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    Text Extraction Algorithm for Web Text Classification by Theab, Mustafa Muwafak

    Published 2010
    “…In this study, the experiment was conducted on five English educational websites. The created data sets are then classified using Naive-Bayes and C4.5 algorithms provided in WEKA application. …”
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    Discovering rules for nursery students using apriori algorithm by Marufuzzaman M., Gomes D.J., Rupai A.A.A., Sidek L.M.

    Published 2023
    “…The study was conducted using association rule mining where several mining rules were generated using the Apriori algorithm. …”
    Article
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    THE SURVEY OF NUMERICAL METHODS APPLICATION IN ENGINEERING EDUCATION by Othman, Zuraini, Shibghatullah, Abdul Samad, Kasmin, Fauziah, Syed Ahmad, Sharifah Sakinah

    Published 2008
    “…Numerical methods are the study of algorithms for the problems of continuous mathematics in different field including engineering education. …”
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    Conference or Workshop Item
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    Determining the graduates employability using data analytics model by Matos Jr., Zenon A.

    Published 2023
    “…This will ultimately inform institutions and enable them to enhance their education delivery plans. These studies used a data analytics model to forecast the employability of graduates using the linear regression algorithm and the SMOreg algorithm, predict the number of graduates in the next 3 years in the BS Information Technology program, and determine the percentage of graduates who are employed and unemployed using the data sourced from the tracer study conducted. …”
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    Determination of dengue hemorrhagic fever disease factors using neural network and genetic algorithms / Yuliant Sibaroni, Sri Suryani Prasetiyowati and Iqbal Bahari Sudrajat by Yuliant, Sibaroni, Sri Suryani, Prasetiyowati, Iqbal Bahari, Sudrajat

    Published 2020
    “…The activation function in this neural network model then estimated using genetic algorithms. Determination of the best factor is carried out in a genetic algorithm by combining several parameters of the crossover probability (Pc) and mutation probability (Pm). …”
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    Article
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    Predicting students’ STEM academic performance in Malaysian secondary schools using educational data mining by Termedi @ Termiji, Mohammad Izzuan

    Published 2023
    “…This study has provided a methodological approach that will inform the ministry of education on how to predict students’ performance using data available in the Education Data Repository. …”
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    Thesis