PERFECTIONS AND PSYCHIATRING USER PROFILE IN WEB SITES USING WEB USAGE MINING & CLUSTERING SESSIONS
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2013, Vol 2, Issue 2
Abstract
The web site under study is part of a nonprofit organization that does not "sell" any products, it was crucial to understand "who" the users Ire, "what" they looked at, and "how their interests changed with time," all of which are important questions in Customer Relationship Management (CRM). A complete framework and findings are presented in mining web usage patterns from web log files of a real web site that has all the challenging aspects of real-life web usage mining, including evolving user profiles and external data describing ontology of the web content. The behavior of a web site's users may change so quickly that attempting to make predictions, according to the frequent patterns coming from the analysis of an access log file, becomes challenging. In order for the obsolescence of the behavioral patterns to become as possible, the ideal method would provide frequent patterns in real time, allowing the result to be available immediately. Hence, this is an approach for discovering and tracking evolving user profiles here also describes how the discovered user profiles can be enriched with explicit information need that is inferred from search queries extracted from web log data. An objective validation strategy is also used to assess the quality of the mined profiles, in particular their adaptability in the face of evolving user behavior. In this a method allowing finding frequent behavioral patterns in real time, whatever the number of connected users has been measured.
Authors and Affiliations
Senthil Pandian Paramasivam, Dr. S Srinivasan
Keywords
Related Articles
- EP ID EP27544
- DOI -
- Views 359
- Downloads 6
Competent Dependable Convergent Key Management for Reliable Deduplication
De-Duplication enhances Storage and data transmission effectiveness is contradictory with conventional encryption. In conventional model encryption requires diverse clients to encode their own information with their...
Learning Analytics for Large Scale Web Information Using Twitter
Amid sudden onset emergency occasions, the vicinity of spam, bits of gossip and fake substance on Twitter diminishes the estimation of data contained on its messages (or "tweets"). A conceivable answer for this issue is...
Vision Defect Identification System (VDIS) using Knowledge Base and Image Processing Framework
In this research paper, a novel system has been designed which is using two discipline of Computer science area which are Artificial intelligence and image Processing. Fuzzy sets and logic has been chosen from AI and...
Indoor positioning and Navigation using Light sensor
Indoor positioning systems now a days got an extensive popularity. These systems have been successfully used in many applications such as asset tracking and inventory management. In this work we describes a novel lig...
A survey on Transmission of data through illumination - Li-Fi
Li-Fi is a new wireless technology to provide the connectivity with in localized network environment. The main principle of this technology is we can transmit the data using light illumination by using light-emitting...