A Novel Approach for clustering web user sessions using RST
Journal Title: International Journal on Computer Science and Engineering - Year 2010, Vol 2, Issue 1
Abstract
Web usage mining has assumed importance in learning about web user's behavior and user interactions with the website. It uses data mining techniques to discover non-trivial user behavior patterns. These patterns can then be used to make the predictions of next page to be accessed by the user. Web usage mining consists of the steps like web log preprocessing, pattern discovery and pattern analysis. This paper proposes a novel approach for preprocessing wherein rough set clustering is applied to form the clusters of sessions. These sessions could later on be used to form the knowledge base of rules on the basis of which the next page to be accessed could be prefetched.
Authors and Affiliations
Ms. Jyoti , Dr. A. K. Sharma , Dr. Amit Goel
Distinguishing the Noise and image structures for detecting the correction term and filtering the noise by using fuzzy rules
A fuzzy filter is constructed from a set of fuzzy IF-THEN rules, these fuzzy rules come either from human experts or by matching input-output pairs .in this paper we propose a new fuzzy filter for the noise reduction of...
Determination of Angry Condition based on EEG, Speech and Heartbeat
This paper determines the angry emotion condition by analyzing and recognizing speech signal, EEG signal, as well as detecting the heartbeat. For the speech analyzing experiment, several digital signal processing methods...
Adaptive Local Image Registration: Analysis on Filter Size
Adaptive Local Image Registration is a Local Image Registration based on an Adaptive Filtering frame work. A filter of appropriate size convolves with reference image and gives the pixel values corresponding to the disto...
A Comparative Study of Google and Bing Search Engines in Context of Precision and Relative Recall Parameter
This paper compared the retrieval effectiveness in context of precision and relative recall of Google and Bing search engine for evaluating the effectiveness of both search engine. The queries used are related to general...
Building Classification System to Predict Risk factors of Diabetic Retinopathy Using Text mining
This Making medical decisions such as diagnosing the diseases that cause a patient’s illness is often a complex task. The Diabetic retinopathy is one of the complications of iabetes and Diabetic retinopathy is one of th...