Web usage mining: A survey on preprocessing of web log file
Web applications are increasing at an enormous speed and its users are increasing at
exponential speed. The evolutionary changes in technology have made it possible to …
exponential speed. The evolutionary changes in technology have made it possible to …
Robots still outnumber humans in web archives, but less than before
To identify robots and humans and analyze their respective access patterns, we used the
Internet Archive's (IA) Wayback Machine access logs from 2012 and 2019, as well as …
Internet Archive's (IA) Wayback Machine access logs from 2012 and 2019, as well as …
A comprehensive investigation of clustering algorithms for User and Entity Behavior Analytics
P Artioli, A Maci, A Magrì - Frontiers in big Data, 2024 - frontiersin.org
Introduction Government agencies are now encouraging industries to enhance their security
systems to detect and respond proactively to cybersecurity incidents. Consequently …
systems to detect and respond proactively to cybersecurity incidents. Consequently …
Hierarchical sessionization at preprocessing level of WUM based on swarm intelligence
Web based applications are increasing at an enormous speed and consequently its users
are also increasing at an exponential speed. The evolutionary changes in technology have …
are also increasing at an exponential speed. The evolutionary changes in technology have …
Robots still outnumber humans in web archives in 2019, but less than in 2015 and 2012
The significance of the web and the crucial role of web archives in its preservation highlight
the necessity of understanding how users, both human and robot, access web archive …
the necessity of understanding how users, both human and robot, access web archive …
Personalization algorithms for portable personality
S Uhlmann, A Lugmayr - … of the 12th international conference on …, 2008 - dl.acm.org
With the advances in ubiquitous computing, there is an increasing focus on personalization
of user information especially in web applications. Currently those personalized user profiles …
of user information especially in web applications. Currently those personalized user profiles …
Web usage mining: Discovering usage patterns for web applications
The heterogeneous nature of the Web combined with the rapid diffusion of Web-based
applications have made Web browsing an intricate activity for users. This has given rise to …
applications have made Web browsing an intricate activity for users. This has given rise to …
New performance index “attractiveness factor” for evaluating websites via obtaining transition of users' interests
The studies of browsing behavior have gained increasing attention in web analysis for
providing better service. Most of the conventional approaches focus on simple indices such …
providing better service. Most of the conventional approaches focus on simple indices such …
The Parallel Fuzzy C-Median Clustering Algorithm Using Spark for the Big Data
MA Mallik, NF Zulkurnain, S Siddiqui, R Sarkar - IEEE Access, 2024 - ieeexplore.ieee.org
Big data for sustainable development is a global issue due to the explosive growth of data
and according to the forecasting of International Data Corporation (IDC), the amount of data …
and according to the forecasting of International Data Corporation (IDC), the amount of data …
[PDF][PDF] Comprehensive analysis of web log files for mining
Abstract World Wide Web is a global village and rich source of information. Day by day
number of web sites and its users are increasing rapidly. Information extracted from WWW …
number of web sites and its users are increasing rapidly. Information extracted from WWW …