Application of Syntagmatic Patterns to Evaluate Answers to Open-Ended Questions

被引：4

作者：

Zarubin, Anton ^{[1
]}

Koval, Albina ^{[1
]}

Filippov, Aleksey ^{[2
]}

Moshkin, Vadim ^{[2
]}

机构：

[1] Bonch Bruevich St Petersburg State Univ Telecommu, St Petersburg, Russia

[2] Ulyanovsk State Tech Univ, Ulyanovsk, Russia

来源：

CREATIVITY IN INTELLIGENT TECHNOLOGIES AND DATA SCIENCE, (CIT&DS) | 2017年 / 754卷

关键词：

Fuzzy ontology; Open-end questions; Syntagmatic patterns; Free-form answers; Semantics; Knowledge discovery;

D O I：

10.1007/978-3-319-65551-2_11

中图分类号：

TP [自动化技术、计算机技术];

学科分类号：

0812 ;

摘要：

Open-ended questions are questions that allow someone to give a free-form answer. Analysis and evaluation of answers to open-ended questions require automation. Experts who develop standards of free-form answers use uncertain information. Uncertainty may appear in cases of synonymy, polysemy, insufficiency or redundancy of the object description. Therefore, fuzziness is the most common type of uncertainty in activities related to the evaluation of answers to open-ended questions. This paper describes the methodology for evaluation free-form answers using knowledge discovery methods. Methods of knowledge discovery consider the uncertainty and fuzziness in the answers to open-ended questions. This article also describes the architecture of the expert system of electronic testing that implements the developed methodology.

引用

页码：150 / 162

页数：13

共 15 条

[1] Ontology-based methodology for e-service discovery
Bianchini, D
De Antonellis, V
Pernici, B
Plebani, P
[J]. INFORMATION SYSTEMS, 2006, 31 (4-5) : 361 - 380
[2] fuzzyDL: An Expressive Fuzzy Description Logic Reasoner
Bobillo, Fernando
Straccia, Umberto
[J]. 2008 IEEE INTERNATIONAL CONFERENCE ON FUZZY SYSTEMS, VOLS 1-5, 2008, : 923 - +
[3] Falbo R., 2016, P 31 ANN ACM S APPL, P321
[4] Gao MX, 2005, PROC INT C TOOLS ART, P562
[5] Gavrilova T. A, 2003, NOVOSTI ISKUSSTVENNO, V2, P24
[6] Gribova V. V, 2006, PROBLEMY UPRAVLENIIA, V2, P58
[7] Gruber Tom, 2009, ENCY DATABASE SYSTEM, P1959, DOI [10.1016/0004-3702(80)90011-9, DOI 10.1016/0004-3702(80)90011-9]
[8] Ten years of Applied Ontology
Guarino, Nicola
Musen, Mark A.
[J]. APPLIED ONTOLOGY, 2015, 10 (3-4) : 169 - 170
[9] Ontological Considerations About the Representation of Events and Endurants in Business Models
Guizzardi, Giancarlo
Guarino, Nicola
Almeida, Joao Paulo A.
[J]. BUSINESS PROCESS MANAGEMENT, BPM 2016, 2016, 9850 : 20 - 36
[10] Hotho A, 2003, THIRD IEEE INTERNATIONAL CONFERENCE ON DATA MINING, PROCEEDINGS, P541

← 1 2 →