USER INTEREST LEVEL BASED PREPROCESSING ALGORITHMS USING WEB USAGE MINING
Journal Title: International Journal on Computer Science and Engineering - Year 2013, Vol 5, Issue 9
Abstract
Web logs take an important role to know about user behavior. Several pattern mining techniques were developed to understand the user behavior. A specific kind of preprocessing technique improves the quality and accuracy of the pattern mining algorithms. The existing algorithms have done the preprocessing activities for reducing the size of the log file and to identify the number of unique users and sessions. In order to identify the user interest level and group similar kind of users, User Interest Level Preprocessing (UILP) algorithm is newly proposed. This paper discusses the basics of web log preprocessing, existing preprocessing techniques, the proposed UILP algorithm and performance of the proposed UILP algorithm with existing algorithms to identify user interest level.
Authors and Affiliations
R. Suguna , Dr. D. Sharmila
Keywords
Related Articles
- EP ID EP151662
- DOI -
- Views 115
- Downloads 0
Improved Fuzzy C-Means Algorithm for MR Brain Image Segmentation
Segmentation is an important aspect of medical image processing, where Clustering approach is widely used in biomedical applications particularly for brain tumor detection in abnormal Magnetic Resonance Images (MRI). Fuz...
ID-based Directed Threshold Multisignature Scheme from Bilinear Pairings
Multi signature is a signature scheme in which signers jointly generate a signature on a message. Threshold multisignature combines the traits of threshold signature and multisignature. In threshold multisignature, a gro...
Mobile Wireless Enhanced Routing Protocol in Adhoc Networks
Adhoc network consists of peer-to-peer communicating nodes that are highly mobile. As such, an ad-hoc network lacks nfrastructure and the topology of the network changes ynamically. The task of routing data from a source...
Improving Signal to Noise Ratio of Low-Dose CT Image Using Wavelet Transform
Now-a-days, diagnosis of human diseases has become comparatively easier with the help of modern technology. Use of new technology provides more information about the patient condition and also patient’s health can be mon...
A New Effective System for FilteringPornography Videos
Videos are consider in these time an important way to record our life moments. Nowadays and with the widespread of using Internet, videos can be shared easily between different countries and between peoples around the wo...