WEB MINING THROUGH CUSTOMIZED MARKOV ALGORITHM
Journal Title: INTERNATIONAL JOURNAL OF COMPUTERS & TECHNOLOGY - Year 2012, Vol 3, Issue 2
Abstract
The problem of predicting a user’s behavior on a web site has gained Importance due to the very increases required web network. It also compulsory for market and research of social behavior. Although many approaches are comes and many will should come, however they all are important at their different different view. Even I (Author, himself), suggests a physical approach to measure web traffic, results in paper titled “The Web Page Prediction by TRP Machine†, however I want to proposed an algorithm for it, which is not physically but logically measures the web traffic at all. Results as “Customized Page Rank algorithm†from simple Page Rank algorithm. Because simple Buddy Prima algorithm gives results after complicated calculations, instead it the novel approach creates less calculations and more clear and precise results as we want. The “Customized Buddy Prima algorithm†is based on the Markov Model with its chain in Forward reasoning [Research Paper on Forward Reasoning in Hierarchical representation , by me, (Author himself)], with the help of Apriori algorithm, Division algorithm, Association rule, page rank algorithm, Eigen vector calculations, modified Adjacency matrix, and many more calculations as tools. The suggested method is very proper as the result point of view, as it gives more proper results as shown by comparison of both two approaches as traditional one and the modified as well.
Authors and Affiliations
Sourabh Mayria, Mr. Mahesh Malviya
Keywords
Related Articles
- EP ID EP649856
- DOI 10.24297/ijct.v3i2a.2815
- Views 119
- Downloads 0
Hajj and Umra smart mobile Application: Culture and Usability Study
Mobile technology is becoming more popular around the world. The importance of such technology relates to its capability of allowing the user of performing many different daily basis tasks. Despite the progress made in t...
Process of Web Usage Mining to find Interesting Patterns from Web Usage Data
The traffic on World Wide Web is increasing rapidly and huge amount of data is generated due to users’ numerous interactions with web sites. Web Usage Mining is the application of data mining techniques to discover the...
TheWorkQueue with Dynamic Replication-FaultTolerant Scheduler in Desktop Grid Environment
Desktop Grid is different from Grid in terms of the characteristics of resources as well as types of sharing. Particularly, resource providers in Desktop Grid are volatile, heterogeneous, faulty, and malicious. These dis...
PSO-based Optimal PID Controller for Twin Rotor MIMO System
Optimum design methods based on soft computing have proved their excellence in industrial automatic control systems. In this paper, a proposed system is presented to treat the tuning of proportional, integral and derivat...
A REVIEW ON CONTENT BASED IMAGE RETRIEVAL
Image retrieval means to recover the original image from the reconstructed image, here in this paper we have discussed latest techniques in the field of image retrieval for image processing. Content Based Image Retrieval...