Agglomerative Approach for Identification and Elimination of Web Robots from Web Server Logs to Extract Knowledge about Actual Visitors
نویسندگان
چکیده
منابع مشابه
Agglomerative Approach for Identification and Elimination of Web Robots from Web Server Logs to Extract Knowledge about Actual Visitors
In this paper we investigate the effectiveness of ensemble-based learners for web robot session identification from web server logs. We also perform multi fold robot session labeling to improve the performance of learner. We conduct a comparative study for various ensemble methods (Bagging, Boosting, and Voting) with simple classifiers in perspective of classification. We also evaluate the effe...
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ژورنال
عنوان ژورنال: Journal of Data Analysis and Information Processing
سال: 2015
ISSN: 2327-7211,2327-7203
DOI: 10.4236/jdaip.2015.31001