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Web User Behavior Analysis Using Pre-Processing of Web Documents to Create Effective Web Designs

Web User Behavior Analysis Using Pre-Processing of Web Documents to Create Effective Web Designs
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Author(s): Abhijit Dnyaneshwar Jadhav (Dr. D. Y. Patil Institute of Technology, Pimpri, India) and Santosh V. Chobe (Dr. D. Y. Patil Institute of Technology, Pimpri, India)
Copyright: 2022
Pages: 12
Source title: Advanced Practical Approaches to Web Mining Techniques and Application
Source Author(s)/Editor(s): Ahmed J. Obaid (University of Kufa, Iraq), Zdzislaw Polkowski (Wroclaw University of Economics, Poland) and Bharat Bhushan (Sharda University, India)
DOI: 10.4018/978-1-7998-9426-1.ch008

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Abstract

The interactions with web systems is huge because of COVID-19, where every system is run through online interactions. The world wide web is continuously expanding, and users' interactions with websites generate a vast quantity of data. Web usage mining is the use of data mining techniques to extract important and hidden information about users. It allows you to see the most frequently visited sites, imagine user navigation, and track the progress of your website's structure, among other things. The web mining techniques help us to analyze the user's behavior and accordingly create the required web designs, which will appear in the relevant searches of the users. In this scenario, one of the important processes is web document preprocessing, which will help us to extract the particular quality data inputs for analyzing the behaviors which helps in effective web design. Here, the authors discuss preprocessing of web documents. From the four different phases of the web mining, web document pre-processing is a very important phase.

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