Browsing behavior modeling and browsing interest extraction in the trajectories on web map service platforms

G Dong, R Li, H Wu, W Chen, W Huang… - Expert Systems with …, 2022 - Elsevier
Mining the browsing behavior on the web map service platforms (WMSPs) can help to
understand the users' access intentions and provide recommendations. Although WMSPs …

WebPUM: A Web-based recommendation system to predict user future movements

M Jalali, N Mustapha, MN Sulaiman… - Expert Systems with …, 2010 - Elsevier
Web usage mining has become the subject of exhaustive research, as its potential for Web-
based personalized services, prediction of user near future intentions, adaptive Web sites …

User behavior analysis based on user interest by web log mining

X Luo, J Wang, Q Shen, J Wang… - 2017 27th International …, 2017 - ieeexplore.ieee.org
With the rapid development of science and technology and the growing popularity of
computer networks, the scale of network users is gradually expanding, and the behavior of …

Prediction of user's web-browsing behavior: Application of markov model

MA Awad, I Khalil - IEEE Transactions on Systems, Man, and …, 2012 - ieeexplore.ieee.org
Web prediction is a classification problem in which we attempt to predict the next set of Web
pages that a user may visit based on the knowledge of the previously visited pages …

[HTML][HTML] Web navigation prediction based on dynamic threshold heuristics

H Jindal, N Sardana - Journal of King Saud University-Computer and …, 2022 - Elsevier
Abstract Web Navigation Prediction is a popular area of research as users on the web are
continuously growing. Capturing users' behavior provides insights about the user demands …

Elimination of backward browsing using decomposition and compression for efficient navigation prediction

H Jindal, N Sardana - International Journal of Web Based …, 2018 - inderscienceonline.com
Analysing the user's browsing patterns stored in weblog file can help in providing the
personalised environment, improving website structure and recommending the suitable …

[PDF][PDF] Semantically enriched web usage mining for predicting user future movements

S Shirgave, P Kulkarni - International Journal of Web & Semantic …, 2013 - academia.edu
Explosive and quick growth of the World Wide Web has resulted in intricate Web sites,
demanding enhanced user skills and sophisticated tools to help the Web user to find the …

Semantically Enriched Variable Length Markov Chain Model for Analysis of User Web Navigation Sessions

S Shirgave, P Kulkarni, J Borges - International Journal of …, 2014 - World Scientific
The rapid growth of the World Wide Web has resulted in intricate Web sites, demanding
enhanced user skills to find the required information and more sophisticated tools that are …

[PDF][PDF] A recommender system for online personalization in the wum applications

M Jalali, N Mustapha, A Mamat… - Proceedings of the …, 2009 - academia.edu
foreseeing of user future movements and intentions based on the users' clickstream data is a
main challenging problem in Web based recommendation systems. Web usage mining …

Predicting User's web navigation behaviour using AMD and HMM approaches

R Roy - IOP Conference Series: Materials Science and …, 2021 - iopscience.iop.org
The academics were introducing various techniques in web usage mining to reduce user
latency time to improve their web performance. The server-side web log data helps to …