Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
10322340 | Expert Systems with Applications | 2012 | 11 Pages |
Abstract
⺠We examine the effect of applying 7 data mining classifiers on web server logs. ⺠We automate the detection of well-behaved and malicious crawlers. ⺠We automate the detection of human and unknown visitors. ⺠We introduce 2 novel features to facilitate classification of web site visitors. ⺠Results show improvement in recall and precision of detection.
Keywords
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
Dusan Stevanovic, Aijun An, Natalija Vlajic,