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Study On Graduation Thesis Pre-inspection Management System

Posted on:2011-10-21Degree:MasterType:Thesis
Country:ChinaCandidate:F F LvFull Text:PDF
GTID:2199330338480504Subject:Management Science and Engineering
Abstract/Summary:PDF Full Text Request
As development of computer technology, the information which is contacted by people increase explosively, then the human's life is becoming more and more quickly. Under this circumstances, people yearn to use machines to instead brain which can help them to improve work efficiency and keep them free from work. The degree of the paper"study on Graduation thesis pre-inspection management system"which is for the the management of pre-inspection graduate thesis work use the text categorization to achieve thesis pre-inspection the management becoming automation and intelligent.. Thus, help teachers from heavy work, also it is a great convenience to apply presentation on line.Studying this paper collects and sorts information which is research by the teachers of economics and management department. And get 8720 pieces of paper from cqvip on line. The data set includes 9 sorts, Department of Construction and Real Estate, information management and systems, system engineering, international trade, accounting, technical economy, finance, business management, administrative management. Moreover, following this 9 sorts, there are 181 subclassification. Before contribution of the system, Analysed the result of classification that is made by classification modle with different feature selection arithmetic, classification arithmetic, and feature spatial dimension. At the end, this paper chooses one arithmetic suites which has the highest accuracy rate to apply to the study.At the beginning of studying, Found the primary service demand and principle of allocation through field investigation. From the primary service demand, this paper chooses text categorization to be corn of paper and devise vocabulary chosen, feature selection and text express. During the vocabulary chosen, regular expression takes the place of stopping words list to reduce dimension. About arithmetic, the paper uses the data-base to store all kinds of data, and stored process is applied to collect statistics in feature selection.At the end, the paper realize The Graduation Thesis Pre-inspection Management System base on the B/S framework . The system has been tested by some teacher. It functions stability, and the result is satisfactory. So the system is able to meet demand of this work..
Keywords/Search Tags:hesis pre-inspection, text categorization, support vector machine, feature selection
PDF Full Text Request
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