A comparative study of unsupervised machine learning and data mining techniques for intrusion detection

R Sadoddin, AA Ghorbani - … Workshop on Machine Learning and Data …, 2007 - Springer
During the past number of years, machine learning and data mining techniques have
received considerable attention among the intrusion detection researchers to address the …

Knowledge worker intranet behaviour and usability

P Geczy, N Izumi, S Akaho… - International Journal of …, 2007 - inderscienceonline.com
Understanding human behaviour in electronic spaces is of central importance in modern
business intelligence and web behaviour mining. We present a novel analytic framework …

Extraction and analysis of knowledge worker activities on intranet

P Géczy, N Izumi, S Akaho, K Hasida - Practical Aspects of Knowledge …, 2006 - Springer
Abstract Knowledge regarding user browsing behavior on corporate Intranet may shed light
on general behavioral principles of users in Intranet spaces, and assist organizations in …

Frequent pattern discovery from owl dlp knowledge bases

J Józefowska, A Ławrynowicz… - Managing Knowledge in a …, 2006 - Springer
Abstract The Semantic Web technology should enable publishing of numerous resources of
scientific and other, highly formalized data on the Web. The application of mining these …

[PDF][PDF] Human web behavior mining

P Géczy, S Akaho, N Izumi, K Hasida - Proceedings of WWW/Internet, 2007 - academia.edu
Extraction, synthesis, and analysis of human behavior in electronic environments are of
central importance in web behavior mining, user modeling, personalization, and …

Long Tails and Analysis of Knowledge Worker Intranet Browsing Behavior

P Géczy, N Izumi, S Akaho, K Hasida - … BIS 2007, Poznan, Poland, April 25 …, 2007 - Springer
We present a formal approach to analysis of human browsing behavior in electronic spaces.
An analysis of knowledge workers' interactions on a large corporate intranet have revealed …

Behaviorally founded recommendation algorithm for browsing assistance systems

P Géczy, N Izumi, S Akaho, K Hasida - … Mining: Special Issue in Annals of …, 2010 - Springer
We present a novel recommendation algorithm for browsing assistance systems. The
algorithm efficiently utilizes a priori knowledge of human interactions in electronic …

Long tail attributes of knowledge worker intranet interactions

P Géczy, N Izumi, S Akaho, K Hasida - … 2007, Leipzig, Germany, July 18-20 …, 2007 - Springer
Elucidation of human browsing behavior in electronic spaces has been attracting substantial
attention in academic and commercial spheres. We present a novel formal approach to …

Mining frequent semantic event patterns

E Söztutar - 2009 - open.metu.edu.tr
Especially with the wide use of dynamic page generation, and richer user interaction in Web,
traditional web usage mining methods, which are based on the pageview concept are of …

Browsing assistance service for intranet information systems

P Géczy, N Izumi, S Akaho, K Hasida - … 2008 Leipzig, Germany, July 16-18 …, 2008 - Springer
Improved usability and efficiency of organizational information systems brings economical
benefits to the organization and time benefits to the users. We present a browsing …