Title :
A Study of Path Completion Techniques in Web Usage Mining
Author :
Honest, Nirali ; Patel, Atul ; Patel, Bankim
Author_Institution :
Smt. Chandaben Mohanbhai Patel Insitute of Comput. Applic., Charotar Univ. of Sci. & Technol., Changa, India
Abstract :
Path completion is a critical and difficult task in the preprocessing phase of web usage mining. We mold the data preprocessing phase to accomplish our goal to mine websites designed using a content management system (cms). The data preprocessing phase includes data cleaning, user identification, session identification, site structure and link details formation, path completion and event generation. The paper includes work on path completion by considering different types of path generated in accessing the website designed using cms and gives a novel algorithm to form the path.
Keywords :
Internet; Web sites; content management; data mining; Web sites; Web usage mining; cms; content management system; data cleaning; data preprocessing phase; event generation; link details formation; path completion techniques; session identification; site structure; user identification; Accuracy; Algorithm design and analysis; Browsers; Cleaning; Data preprocessing; Time complexity; User interfaces; Path completion; Preprocessing phase; Web usage;
Conference_Titel :
Computational Intelligence & Communication Technology (CICT), 2015 IEEE International Conference on
Conference_Location :
Ghaziabad
Print_ISBN :
978-1-4799-6022-4
DOI :
10.1109/CICT.2015.64
