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CCS, PNP-Iligan conduct seminar on Data Mining and Cybercrime Classification聽

by Mary Antonette Garcia, CCS | Apr 09 2024

The College of Computer Studies (CCS), in collaboration with the Philippine National Police (PNP) in Iligan, organized a seminar focused on data mining and the classification of cybercrime datasets under the extension program, my.CyberSafe on March 22, 2024. The focal point of the seminar was the presentation of a research study aimed at equipping PNP personnel with the knowledge and tools necessary for cybercrime classification. 

Held at the CCS Faculty Lounge and facilitated by Ryan Kent Cabahug, a 4th year BS Information Systems Researcher, the event featured distinguished speakers and special guests, including Atty. Eddie Bouy B. Palad, Director of Research Integrity and Compliance Office (RICO); Ms. Jerina Jean M. Ecleo, my.CyberSafe project leader; and Assoc. Prof. Lemuel Clark P. Velasco, College Extension Coordinator.

Atty. Palad opened the seminar with insightful remarks, setting the stage for an engaging discussion on the importance of data in combating cybercrime. The session commenced with an exploration of the fundamental question: "What do we do with data?" This led to an introduction to data mining and its various techniques, laying the groundwork for the subsequent discussions.

Atty. Palad provided an overview of the study's objectives and research questions, emphasizing the significance of utilizing data mining in law enforcement.

To ensure participants were well-versed in the Waikato Environment for Knowledge Analysis, the facilitator delved into a brief literature review. This was followed by an exploration of similar studies showcasing the classification algorithms utilized in the research.

Participants actively engaged in hands-on activities, where they pre-processed and classified datasets using WEKA. The results obtained from different classification algorithms were compared and analyzed in collaboration with the facilitator.

A crucial aspect of the seminar was the validation process conducted by the PNP personnel, who provided valuable recommendations and insights based on their expertise and experience. The session concluded with participants providing feedback through evaluation forms, facilitating continuous improvement in future activities.

In the closing remarks, Atty. Palald reiterated the importance of leveraging data mining techniques in the fight against cybercrime. He expressed gratitude to the participants for their active participation and emphasized the ongoing commitment of PNP-Iligan and CCS to enhancing cybersecurity efforts through innovative approaches and collaborative initiatives.

The seminar served as a platform for knowledge exchange and capacity-building, empowering law enforcement agencies to effectively combat cyber threats through data-driven strategies. With continued collaboration and education, the collective effort to safeguard digital ecosystems against cybercrime remains steadfast and resolute.

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