Generalization of web log datas using WUM technique
ICNVS'10 Proceedings of the 12th international conference on Networking, VLSI and signal processing
Web usage mining approach to detect student's collaborative skills
Journal of Web Engineering
Clustering web sessions by levels of page similarity
PAKDD'06 Proceedings of the 10th Pacific-Asia conference on Advances in Knowledge Discovery and Data Mining
| Hi-index | 0.00 |
Web usage mining (WUM) is the process of extracting navigation behaviour patterns that allow analysing usersý interactions with Web-based environments. In this paper, we discuss the impact of developing the WUM preprocessing phase according to concepts, problems and goals specific to Web-based learning environments. We present a tool prototype that automates typical tasks performed in the pre-processing phase, by offering operators that implement these tasks. The tool seeks for the active involvement of domain-related people (e.g. instructors). Functionality makes easier the alignment of mining goals with required pre-processing tasks, by addressing the configuration of operators visually and by enabling the reuse of existing configurations.