DocumentCode :
237857
Title :
Modified path traversal for an efficient web navigation mining
Author :
More, Sagar
Author_Institution :
Dept. of Comput. Sci., SVKM´s NMIMS Univ., Shirpur, India
fYear :
2014
fDate :
8-10 May 2014
Firstpage :
940
Lastpage :
945
Abstract :
To improve Web services Web Mining technology is applies. After applying Web mining on Web sessions we will get navigation patterns which are important for Web users such that appropriate actions can be adopted. Due to huge data in Web, discovery of patterns and there analysis for further improvement in Web site becomes a real time necessity. In our paper algorithm initiate from dataset consisting Web sessions. From each Web sessions we flow towards the navigation path, which shows actual traversing of user in the Web site. Applying algorithm of construction of graph we will get initial graph showing each browsing session. Our aim is to improve mining efficiency by applying path traversal algorithm and get surfing pattern. Our algorithm modifies previous and one also fetch large dataset of Web sessions, and also experimental results will show efficient surfing pattern which can be better for finding the user´s interest. In modified algorithm we avoid unwanted and repetition of data. Here experimental analysis also use for improvement of web design, target advertisement, Web design improvement, customer satisfaction and efficient market analysis.
Keywords :
Web design; Web services; data mining; graph theory; search engines; Web browsing sessions; Web design improvement; Web navigation mining; Web service improvement; Web site improvement; Web users; customer satisfaction; graph construction; large dataset fetching; market analysis; mining efficiency improvement; modified path traversal; path traversal algorithm; pattern navigation path; surfing pattern discovery; target advertisement; user interest; Algorithm design and analysis; Navigation;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Advanced Communication Control and Computing Technologies (ICACCCT), 2014 International Conference on
Conference_Location :
Ramanathapuram
Print_ISBN :
978-1-4799-3913-8
Type :
conf
DOI :
10.1109/ICACCCT.2014.7019232
Filename :
7019232
Link To Document :
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