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Design And Implementation Of Enterprise Knowledge Management System Based On Hadoop

Posted on:2015-07-22Degree:MasterType:Thesis
Country:ChinaCandidate:L Y ZhangFull Text:PDF
GTID:2298330431983600Subject:Computer software and theory
Abstract/Summary:PDF Full Text Request
Now companies face growing and increasing complexity of enterprise knowledge, howto effectively manage, protect and use this knowledge to influence decisions of the company’sfuture development, thereby enhancing competitiveness and productivity, become a newchallenge for companies, while a improve enterprise knowledge management system is thebest solution for this problem..This article focuses on the design and development of a knowledge-based enterpriseHadoop management system, first start from the origin of knowledge management and relatedconcepts, knowledge management research at home and abroad to explore the status of theenterprise, analyze bottlenecks existing enterprise knowledge management system for non-knowledge storage structure is difficult, and the retrieval problem of slow growing enterpriseknowledge as a result of proposed uses Hadoop distributed storage layer to store persistentdata as to solve the problem. In addition the paper discusses in detail the realization of aknowledge management system for the theoretical knowledge and related technologies,focusing on the collection of reptiles and corporate knowledge stored in HBase as theprinciple of knowledge and the realization of knowledge retrieval and retrieval modelrequired knowledge mining companies mining model requires a detailed exposition.This paper mainly focus on knowledge collection, knowledge analysis, knowledgestorage, retrieval and knowledge of statistical knowledge of several aspects of knowledgemanagement system design and development. In addition, to make the system more completeuser management and also added permission management module. Committed to achieving afully functional, high-performance, high-availability enterprise knowledge managementsystem.
Keywords/Search Tags:Enterprise Knowledge Management System, hadoop, HBase, Knowledge Retrieval, Knowledge Mining, LDA, crawler
PDF Full Text Request
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