Decision Support in Assessing the Quality of Students' Educational and Scientific Work Based on Automated Text Analysis of the Document

被引：0

作者：

Minasova, Natalia ^{[1
]}

Tarkhov, Sergey ^{[1
]}

Tarkhova, Liaylia ^{[2
]}

机构：

[1] Ufa State Aviat Tech Univ, Dept Comp Sci, Ufa, Russia

[2] Bashkir State Agr Univ, Mech & Engn Graph, Ufa, Russia

来源：

PROCEEDINGS OF THE 7TH SCIENTIFIC CONFERENCE ON INFORMATION TECHNOLOGIES FOR INTELLIGENT DECISION MAKING SUPPORT (ITIDS 2019) | 2019年 / 166卷

关键词：

training; assessment; semantic analysis; text mining;

D O I：

暂无

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

The article describes the software product "Multifunctional Text Analyzer" (MTA), designed for informational decision support in assessing the quality of educational and scientific works. The main algorithm is based on the original method for semantic analysis of both the individual structural components of the educational and scientific texts, and the logical relationships at the substantive part of their sections. The main actions which expert performs during the process of automated analysis of the documents' substantive part are described. The software allows: to evaluate the references at the analyzed document, and quality of using references at the text of the document also; to search for information of interest to the expert contained in the document; to evaluate the quality of the document by analyzing the congruence of the texts to its sections.

引用

页码：77 / 82

页数：6

共 10 条

[1]

Butakova. M.A, 2013, MODERN PROBLEMS SCI

[2]

Gerasimov S. V., 2013, P I SYSTEM PROGRAMMI, V24, P359

[3] A MODIFIED KNOWLEDGE DISCOVERY PROCESS IN THE TEXT DOCUMENTS [J].

Jindal, Rajni ;

Shweta .

INTERNATIONAL JOURNAL OF INNOVATIVE COMPUTING INFORMATION AND CONTROL, 2018, 14 (03) :817-832

[4] Document-based topic coherence measures for news media text [J].

Korencic, Damir ;

Ristov, Strahil ;

Snajder, Jan .

EXPERT SYSTEMS WITH APPLICATIONS, 2018, 114 :357-373

[5] Terminological inconsistency analysis of natural language requirements [J].

Misra, Janardan .

INFORMATION AND SOFTWARE TECHNOLOGY, 2016, 74 :183-193

[6] Comparing and Combining Content- and Citation-Based Approaches for Plagiarism Detection [J].

Pertile, Solange de L. ;

Moreira, Viviane P. ;

Rosso, Paolo .

JOURNAL OF THE ASSOCIATION FOR INFORMATION SCIENCE AND TECHNOLOGY, 2016, 67 (10) :2511-2526

[7]

Simankov V.S., 2014, P 37 INT SCI PRACT C, V8

[8]

Tarkhov S.V., 2015, P 17 WORKSH COMP SCI, V1, P186

[9]

Tarkhov S.V., 2015, CERTIFICATE STATE RE

[10] Automated essay evaluation with semantic analysis [J].

Zupanc, Kaja ;

Bosnic, Zoran .

KNOWLEDGE-BASED SYSTEMS, 2017, 120 :118-132

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