3 papers
cs.HC2025
CAWAL: A novel unified analytics framework for enterprise web applications and multi-server environments
Ãzkan Canay, Ãmit Kocabıçak
In web analytics, cloud-based solutions have limitations in data ownership and privacy, whereas client-side user tracking tools face challenges such as data accuracy and a lack of…
cs.LG2025
Predictive modeling and anomaly detection in large-scale web portals through the CAWAL framework
Ozkan Canay, Umit Kocabicak
This study presents an approach that uses session and page view data collected through the CAWAL framework, enriched through specialized processes, for advanced predictive modeling…
cs.IR2025
An innovative data collection method to eliminate the preprocessing phase in web usage mining
Ozkan Canay, Umit Kocabicak
The underlying data source for web usage mining (WUM) is commonly thought to be server logs. However, access log files ensure quite limited data about the clients. Identifying sess…