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

  • PDF

• 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

  • PDF

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

  Jabez Peñalver; Cristopher Abalorio

  25-33

  • PDF

• Tomato Maturity Assessment: Using Convolutional Neural Networks and Image Processing-Based Domain Knowledge

  Marjorie Centino, Vicente Pitogo, Mark Phil Pacot

  34-45

  • PDF

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

  Jenelyn Asis, Edwin Manuel Jarlata, Hannah Faye Capoy

  46-56

  • PDF

• Optimizing Real Estate Operations Post-COVID19 Pandemic: Sustaining Stakeholders’ Needs with a Unified Web-Based Property Management System

  Riah Encarnacion, Jean Villasin, Jesse Emmanuel Encarnacion

  57-68

  • PDF