Vol. 1 No. 1 (2025): Special Issue on Intelligent Systems, Digital Innovation, and IS Practices - CISCon 2024

Articles

• Leveraging Machine Learning Models in Developing a Web-Based Multilingual Hate Speech Detection System for Cebuano, Tagalog, and English on Social Media

  Paolo Pacaldo, Junrie Matias

  1-12

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• Predictive Modeling for Loan Eligibility Assessment: A Comparative Study of Logistic Regression, Random Forest, and Support Vector Machine with Detailed Oversampling

  Jamel Pandiin, Junrie Matias

  13-24

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• Comparative Analysis of Machine Learning Algorithms for Detecting Suicidal Ideation in Social Media Content

  Jabez Peñalver; Cristopher Abalorio

  24-33

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• Enhancing Student Record Searches at CCIS-Caraga State University using Mistral 7B Model

  Jenelyn Asis, Edwin Manuel Jarlata, Hannah Faye Capoy

  46-56

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