A SURVEY ON WEB USAGE MINING
Keywords:Web mining, web usage mining, semantic relation, data pre-processing
The extraction of information from the websites and generating relationships from the web data is an important task. The web log file gathers a large amount of information that must be removed using data pre-processing steps. Identifying the importance of website is also crucial. Considering the semantic relationship, hierarchical and non-hierarchical relationships are detected from this log.
C.J. Carmona, S. Ramírez-Gallego, F. Torres, E. Bernal, M.J. del Jesus, S. García, “Web usage mining to improve the design of an e-commerce website: orolivesur.com”, EXPERT SYSTEMS WITH APPLICATIONS, VOLUME 39, ISSUE 12, 15 SEPTEMBER 2012
Zheng Xu, Xiangfeng Luo, Shunxiang Zhang, Xiao Wei, Lin Mei, Chuanping Hu, “Mining temporal explicit and implicit semantic relations between entities using web search engines”, FUTURE GENERATION COMPUTER SYSTEMS, VOLUME 37, JULY 2014
Kapusta Jozef, Munk Michal, Drlík Martin, “Identification of Underestimated and Overestimated Web Pages Using pagerank and Web Usage Mining Methods”, TRANSACTIONS ON COMPUTATIONAL COLLECTIVE INTELLIGENCE XVIII, LECTURE NOTES IN COMPUTER SCIENCE, SPRINGER BERLIN HEIDELBERG, VOLUME 9240, JULY 2015
Tomás Arce, Pablo E. Román, Juan Velásquez, Víctor Parada, “Identifying web sessions with simulated annealing”, EXPERT SYSTEMS WITH APPLICATIONS, Volume 41, Issue 4, Part 2, March 2014
Pei-Ling Hsu, Hsiao-Shan Hsieh, Jheng-He Liang, Yi-Shin Chen, “Mining various semantic relationships from unstructured user-generated web data”, WEB SEMANTICS: SCIENCE, SERVICES AND AGENTS ON THE WORLD WIDE WEB, Volume 31, March 2015
How to Cite
Copyright (c) 2021 International Education and Research Journal (IERJ)
This work is licensed under a Creative Commons Attribution 4.0 International License.