
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.
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 & Applications • 2024
Automated Coral Lifeform Classification Using YOLOv5: A Deep Learning Approach
Novel & Intelligent Digital Systems Conferences • 2023
CXR-based lung disease classification using convolutional neural network
IEEE 14th International Conference on HNICEM • 2022
Classification of jackfruit fruit damage using color texture features and backpropagation neural network
International Journal on Advanced Science Engineering Information Technology • 2020
Jackfruit Fruit Damage Classification Using Convolutional Neural Network
11th IEEE International Conference on HNICEM, Laoag City • 2019
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, Laguna • 2019
Jackfruit Phytophthora Palmivora (Butler) Disease Recognizer using Mamdani Fuzzy Logic
National Conference on Computer Applications, Innovations, Technologies and Engineering (CAITE), Baguio City • 2018
Analyzing Moodle Users Logs in Blended Courses
International Conference on Methodological Advances in Research (ICMAR), Cebu City • 2018
Jackfruit Phytophthora Palmivora (Butler) Disease Recognizer Using Naive Bayes Classifier
Journal of Computational Innovations and Engineering Applications • 2018
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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