A Survey on User Future Request Prediction: Web Usage Mining

“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...

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

Web Usage Mining is a kind of web mining which provides knowledge about user navigation behavior and gets the interesting patterns from web. Web usage mining refers to the mechanical invention and scrutiny of patterns in click stream and linked data treated as a consequence of user interactions with web resources on one or more web sites. Identify the need and interest of the user and it’s usef...

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...

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

Use of Semantic Similarity and Web Usage Mining to Alleviate the Drawbacks of User-Based Collaborative Filtering Recommender Systems

  One of the most famous methods for recommendation is user-based Collaborative Filtering (CF). This system compares active user’s items rating with historical rating records of other users to find similar users and recommending items which seems interesting to these similar users and have not been rated by the active user. As a way of computing recommendations, the ultimate goal of the user-ba...