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Design And Implementation Of Thesis Format Specification Automatic Detection System

Posted on:2020-03-16Degree:MasterType:Thesis
Country:ChinaCandidate:W W ZhangFull Text:PDF
GTID:2428330596482422Subject:Software engineering
Abstract/Summary:PDF Full Text Request
Thesis is a deep investigation of basic knowledge and professional skills for student.It is also an important criterion to judge whether that degree can be awarded for a student.The quality of thesis is not only embodied in the innovation and professionalism of content,but also in the standardization of the format of thesis.Checking thesis format is an indispensable work in the process of thesis completion.In order to avoid the drawbacks of manual thesis format checking,this paper designs and implements an automatic detection system for the standardization of thesis format,which can detect the thesis format of undergraduate and postgraduate in Word document format.At first,the thesis structure is divided into different modules.Then through module identification and location,module format detection and format error report generation three steps,the thesis format is detected,and the detailed detection report is generated.Finally,an online detection platform is provided to facilitate users to detect and download detection reports online.Thesis format detection system processes thesis documents and extracts the format attributes through Word primary interop assemblies(PIA)based on Word object model,which guarantees the efficiency and accuracy of thesis processing and format extraction.The system architecture is designed with object-oriented idea and multiple design patterns to improve code reuse and reduce system complexity.Separating data from code based on XML makes system configurability and extensibility.The accuracy of format detection is improved by combining rule matching based detection method with machine learning based detection method.Building a flexible and stable online detection platform based on ASP.NET MVC5 Web framework makes it easier for users to use.At present,the system has been on-line serving the graduating students of the whole school.It has detected more than 30000 theses accumulatively;the precision rate is 90.34% and recall rate is 94.82% respectively.It greatly helps the graduating students to check and modify the format of the thesis.The system runs stably,the interface is simple and easy to operate and it is highly praised by the students.
Keywords/Search Tags:Format Detection, Word Object Model, Design Pattern, Machine Learning
PDF Full Text Request
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