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Nasrin Jokar, Ali Reza Honarvar, Shima Aghamirzadeh & Khadijeh Esfandiari

Web mining and Web usage mining techniques

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Abstract

Computers promise that be as a repository of knowledge and wisdom, but instead, they sent us large amounts of data, web mining is the process of information discovery and knowledge from the Web data. The data is collected from the server, client, proxy server or database in Web mining. Web mining methods are divided into three categories: web content mining, web structure mining and web usage mining. There are several functional areas including e-commerce web mining, text mining, and management of customer behavior. Web mining research focuses on developing knowledge extraction techniques which are used for data analysis. 3 main methods that are used for data mining in web include: association or association rules, sequential patterns, and clustering requirements. The main objective of the web mining is to collect information about the user navigation patterns. Of course, web mining is faced with various challenges and constraints. And many researches are currently doing research in the field of web mining that aim to solve this problem.

Keywords : association rules, clustering and sequential pattern, data mining, web mining

Pour citer cet article

Nasrin Jokar, Ali Reza Honarvar, Shima Aghamirzadeh & Khadijeh Esfandiari, «Web mining and Web usage mining techniques», Bulletin de la Société Royale des Sciences de Liège [En ligne], Volume 85 - Année 2016, Actes de colloques, Special edition, 321 – 328 URL : https://popups.uliege.be:443/0037-9565/index.php?id=5371.

A propos de : Nasrin Jokar

Department of Electrical and Computer Engineering, Safashahr Branch, Islamic Azad University, Safashahr, Iran, nasrin.jokar@gmail.com

A propos de : Ali Reza Honarvar

Department of Electrical and Computer Engineering, Safashahr Branch, Islamic Azad University, Safashahr, Iran, alireza_honarvar@shirazu.ac.ir

A propos de : Shima Aghamirzadeh

Department of Electrical and Computer Engineering, Safashahr Branch, Islamic Azad University, Safashahr, Iran, sh.aghamirzadeh2014@gmail.com

A propos de : Khadijeh Esfandiari

Department of Electrical and Computer Engineering, Safashahr Branch, Islamic Azad University, Safashahr, Iran, khadijaesfandiari@gmail.com