Approaches on Future Request Prediction in Web Usage Mining Using Datamining Techniques

A Survey on User Future Request Prediction: Web Usage Mining

Web Usage Mining is an important type of Web Mining, which deals with extraction of interesting knowledge from the web log files. The lots of research has done in this field but basically this paper emphasize on user future next request prediction using web log record, click streams record and user information. The aim of this paper is to provide past, current evaluation and update in web usage...

“Web Personalization: User‟s Future Request Prediction”: A Survey

The web mining is very interesting research topic which supports two of the activated research areas namely Data Mining and World Wide Web. The process of extracting knowledge and information from World Wide Web is defined as web mining. This paper is a survey based on recent work in the field of Web Usage Mining, an important type of web mining. It extracts required information from web log fi...

A Study on User Future Request Prediction Methods Using Web Usage Mining

User Future Request Prediction

The use of Web technology has increased by a great extent in the recent times. Millions of users spend time surfing net to obtain information or for recreational activities. Along with satiating their own purpose, the users leave behind a detailed trail of all the web pages accessed and the frequency with which they are accessed. This information is of paramount use to several commercial domain...

SOM Improved Neural Network Approach for Next Page Prediction

The increasing usage of web results the heavy communication and slow returns from web. Because of this, there is the requirement of some approaches to optimize the web resources usage. One of such approach is caching that can be used within an organization to optimize the access of frequently used web pages. Caching is about to predict the requirement of next web access of a user and load it in...