Szanowni Państwo,
Serdecznie zapraszamy na seminarium Instytutu Informatyki, które odbędzie się 20 marca 2025 r o godzinie 10:15 w sali 110INF. Referat pt. „Large Language Models for analyzing e-commerce Web server logs” wygłosi dr inż. Grażyna Suchacka.
Abstract:
The rapid advancement of Large Language Models (LLMs) has opened new possibilities for analyzing system and application logs. The presentation deals with the applicability of a popular LLM, ChatGPT-4o, for Web server log analysis. It discusses a series of experiments performed on a real e-commerce server log, focusing on six key areas: (1) general statistics and automated reporting, (2) user session reconstruction and analysis, (3) error diagnosis and anomaly detection, (4) Web bot detection, (5) generating synthetic user sessions, and (6) analysis of e-customer activities. The performed study provides practical guidelines for integrating LLMs into e-commerce server log analysis, emphasizing their advantages, limitations, and potential business applications.
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