Using Pattern Recognition Techniques to Analyze Educational Data

被引：0

作者：

Vieira, Camilo ^{[1
]}

Magana, Alejandra J. ^{[1
]}

Boutin, Mireille ^{[2
]}

机构：

[1] Purdue Univ, Comp & Informat Technol, W Lafayette, IN 47907 USA

[2] Purdue Univ, Sch Elect & Comp Engn, W Lafayette, IN USA

来源：

2017 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE) | 2017年

基金：

美国国家科学基金会;

关键词：

pattern recognition; education; cluster; visualization;

D O I：

暂无

中图分类号：

G40 [教育学];

学科分类号：

040101 ; 120403 ;

摘要：

This paper proposed a workshop to introduce the use of computational tools and methods to analyze educational data. The workshop will demonstrate three different contexts in which these tools can be used to visualize and characterize patterns within educational data, and validate them using statistical techniques. Participants in this workshop will have the opportunity to learn how to implement these methods using R programming language.

引用

页数：3

共 50 条

[1] USE OF PATTERN-RECOGNITION TECHNIQUES TO ANALYZE CHROMATOGRAPHIC DATA
COHEN, ME
HUDSON, DL
MANN, LT
VANDENBOGAERDE, J
GITLIN, N
[J]. JOURNAL OF CHROMATOGRAPHY, 1987, 384 : 145 - 152
[2] ANALYSIS OF METALLURGICAL DATA USING PATTERN-RECOGNITION TECHNIQUES
JONES, JA
[J]. IEEE TRANSACTIONS ON AEROSPACE AND ELECTRONIC SYSTEMS, 1971, AES7 (04) : 740 - &
[3] Using Computational Methods to Analyze Educational Data
Vieira, Camilo
Magana, Alejandra
Boutin, Mireille
[J]. 2019 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE 2019), 2019,
[4] Gender Recognition Using Innovative Pattern Recognition Techniques
Kabasakal, Burak
Sumer, Emre
[J]. 2018 26TH SIGNAL PROCESSING AND COMMUNICATIONS APPLICATIONS CONFERENCE (SIU), 2018,
[5] EVALUATING DATA QUALITY IN LARGE DATABASES USING PATTERN-RECOGNITION TECHNIQUES
MEGLEN, RR
SISTKO, RJ
[J]. ACS SYMPOSIUM SERIES, 1985, 292 : 16 - 33
[6] Condition monitoring using pattern recognition techniques on data from acoustic emissions
Yella, Siril
Gupta, Naren
Dougherty, Mark
[J]. ICMLA 2006: 5TH INTERNATIONAL CONFERENCE ON MACHINE LEARNING AND APPLICATIONS, PROCEEDINGS, 2006, : 3 - +
[7] EVALUATION OF DATA QUALITY IN LARGE DATA-BASES USING PATTERN-RECOGNITION TECHNIQUES
MEGLEN, RR
SISTKO, RJ
[J]. ABSTRACTS OF PAPERS OF THE AMERICAN CHEMICAL SOCIETY, 1984, 188 (AUG): : 7 - ENVR
[8] Pattern recognition techniques in microarray data analysis - A survey
Valafar, F
[J]. TECHNIQUES IN BIOINFORMATICS AND MEDICAL INFORMATICS, 2002, 980 : 41 - 64
[9] Special Issue on Pattern Recognition Techniques in Data Mining
Armengol, Eva
Boixader, Dionis
Grimaldo, Francisco
[J]. PATTERN RECOGNITION LETTERS, 2017, 93 : 1 - 2
[10] Using Networks to Visualize and Analyze Process Data for Educational Assessment
Zhu, Mengxiao
Shu, Zhan
von Davier, Alina A.
[J]. JOURNAL OF EDUCATIONAL MEASUREMENT, 2016, 53 (02) : 190 - 211

← 1 2 3 4 5 →