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A Recommendation System Based on Web Log Mining

Author: WangLei
Tutor: QiHong
School: Jilin University
Course: Applied Computer Technology
Keywords: Web log mining Personalized Recommendation Clustering
CLC: TP393.092
Type: Master's thesis
Year: 2008
Downloads: 209
Quote: 3
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Abstract


Web log mining technology and tools to study the user's Web browsing behavior , understanding the user's browser an important part of the interest is to improve the quality of Web services and improving the design of site structure . E-commerce can be identified through the analysis and study of user access to the case law , potential customers , and enhance the quality of the server , and to improve the structure and performance of the Web server system . An important research direction for Web mining technology Web user clustering and page clustering , treatment and study of the use of information -Web log files of the user of the website , user groups and users with similar access interest of common interest the site's URL, and accordingly can the discriminant and adjust the structure of the site and personalized service. In this paper, the recommendation system based on Web log mining . First, the Web log mining in data pre-processing (including data cleaning , user identification , session identification , path supplement , transaction identification ) conducted a study to analyze the various steps of the purpose , method , given each step in the realization of algorithms ; Secondly, consider web browser mode from user clustering , page clustering and frequent access path , given some of the relevant definitions and original clustering algorithm based on the application of the algorithm to the user based on vector and fuzzy set theory and the the page clustering effectively , and generate frequent access path , which is personalized recommendation ; Finally , based on the above-mentioned research design to achieve a recommender system based on Web log mining .

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer applications > Computer network > General issues > The application of computer network > Web browser
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