Dr. Jonah Flor O. Maaghop

Dr. Jonah Flor O. Maaghop

Associate Professor 3

Department of Computer Science and Technology

Dr. Jonah Flor Maaghop is an Associate Professor at Visayas State University with a Doctorate in Information Technology. Her research focuses on deep learning applications for agriculture, disease detection in cacao and jackfruit, and analyzing educational data to enhance e-learning environments.

Discrete StructuresDatabase SystemsComputer VisionIntelligent Systems

Campus

Main Campus

Biography

Dr. Jonah Flor O. Maaghop is an Associate Professor III at Visayas State University (VSU), a position she has held since September 2022. With a career at VSU spanning over 18 years—beginning as a part-time instructor in 2006—she has progressed through the academic ranks, demonstrating a deep and sustained commitment to the institution and its students.

She earned her Doctor in Information Technology from Cebu Institute of Technology - University in 2020, supported by a CHED K-12 Transition Program Scholarship. Her doctoral studies built upon a Master of Science in Information Technology from the University of San Carlos (2012), which she pursued under a DOST-ASTHRDP scholarship, and a Bachelor of Science in Computer Science from VSU (2006).

Dr. Maaghop's research is characterized by the innovative application of artificial intelligence and computer vision to solve real-world problems, particularly in agriculture. She has authored and co-authored numerous publications on using convolutional neural networks (CNNs) for cacao disease recognition, YOLOv5 for coral lifeform classification, and various techniques for jackfruit disease and damage classification. Her work has been presented at prestigious international conferences, including the IEEE HNICEM series and the International Conference on Methodological Advances in Research. Beyond her core research, she has also contributed to institutional projects as a web developer and is an active member of several professional organizations, including the Philippine eLearning Society (PeLS) and the Computing Society of the Philippines (CSP).

Research Interests

  • Deep Learning in Agriculture
  • Computer Vision
  • Fuzzy Logic Systems

Recent Publications

Convolutional Neural Network Model for Cacao Phytophthora Palmivora Disease Recognition

International Journal of Advanced Computer Science & Applications2024

Automated Coral Lifeform Classification Using YOLOv5: A Deep Learning Approach

Novel & Intelligent Digital Systems Conferences2023

CXR-based lung disease classification using convolutional neural network

IEEE 14th International Conference on HNICEM2022

Classification of jackfruit fruit damage using color texture features and backpropagation neural network

International Journal on Advanced Science Engineering Information Technology2020

Jackfruit Fruit Damage Classification Using Convolutional Neural Network

11th IEEE International Conference on HNICEM, Laoag City2019

Classification of Jackfruit Fruit Damage using Color Texture Features and Backpropagation Neural Network

1st International Research Conference in Computer, Electronics and Control Engineering, Sta. Rosa, Laguna2019

Jackfruit Phytophthora Palmivora (Butler) Disease Recognizer using Mamdani Fuzzy Logic

National Conference on Computer Applications, Innovations, Technologies and Engineering (CAITE), Baguio City2018

Analyzing Moodle Users Logs in Blended Courses

International Conference on Methodological Advances in Research (ICMAR), Cebu City2018

Jackfruit Phytophthora Palmivora (Butler) Disease Recognizer Using Naive Bayes Classifier

Journal of Computational Innovations and Engineering Applications2018

Courses Taught

  • CSci 102 - Discrete Structures I
  • CSci 103 - Discrete Structures II
  • CSci 150 - Fundamentals of Database Systems
  • CSci 23 - Applications Development and Emerging Technologies
  • CSci 107 - Automata Theory and Formal Languages
  • CSci 141 - Intelligent Systems
  • CSci 142 - Graphics and Visual Computing
  • ITec 11 - Living in the IT Era
  • ESci 126 - Computer Fundamentals and Programming

Education

Doctor in Information Technology

Cebu Institute of Technology - University, Cebu City

2020

Master of Science in Information Technology

University of San Carlos, Cebu City

2012

Bachelor of Science in Computer Science

Visayas State University, Baybay City, Leyte

2006

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