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Personalized recommendation technology research and application in a digital library

Author: QinFengRui
Tutor: CuiGuangCai
School: Changchun University of Science and Technology
Course: Computer Software and Theory
Keywords: Digital Library Personalized recommendation web mining Sequential pattern mining Navigation mode tree
CLC: TP311.13
Type: Master's thesis
Year: 2010
Downloads: 194
Quote: 2
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Abstract


The digital library can now provide users with effective and personalized service , in order to provide users with more high-quality individualized one on one service, personalized recommendation technology has emerged as an important research field of digital library content researchers and get more and more attention . This paper introduces the digital library at home and abroad personalized information services research status , then details of web mining technology . Through in-depth analysis of web mining process as well as a digital library data storage format characteristics , this paper proposes a recursive tree structure navigation mode , gives the building the tree navigation mode specific algorithm , and gives navigation mode based on the navigation tree pattern mining algorithm . Finally , this paper presents a tree -based navigation mode and navigation mode mining personalized recommendation system implementation.

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CLC: > Industrial Technology > Automation technology,computer technology > Computing technology,computer technology > Computer software > Program design,software engineering > Programming > Database theory and systems
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