Automating educational research through learning analytics: Data balancing and matching techniques

David Boulanger; Vivekanandan Kumar; Shawn Fraser

Automating educational research through learning analytics: Data balancing and matching techniques

David Boulanger, Vivekanandan Kumar, Shawn Fraser

Athabasca University

Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

Original language	English
Title of host publication	Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings
Editors	Julita Vassileva, Roger Nkambou, Roger Azevedo
Pages	519
Number of pages	1
Publication status	Published - 2018
Event	14th International Conference on Intelligent Tutoring Systems, ITS 2018 - Montreal, Canada Duration: 11 Jun. 2018 → 15 Jun. 2018

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	10858 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	14th International Conference on Intelligent Tutoring Systems, ITS 2018
Country/Territory	Canada
City	Montreal
Period	11/06/18 → 15/06/18

Cite this

Boulanger, D., Kumar, V., & Fraser, S. (2018). Automating educational research through learning analytics: Data balancing and matching techniques. In J. Vassileva, R. Nkambou, & R. Azevedo (Eds.), Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings (pp. 519). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10858 LNCS).

Boulanger, David ; Kumar, Vivekanandan ; Fraser, Shawn. / Automating educational research through learning analytics : Data balancing and matching techniques. Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings. editor / Julita Vassileva ; Roger Nkambou ; Roger Azevedo. 2018. pp. 519 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Automating educational research through learning analytics: Data balancing and matching techniques",

author = "David Boulanger and Vivekanandan Kumar and Shawn Fraser",

year = "2018",

language = "English",

isbn = "9783319914633",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

pages = "519",

editor = "Julita Vassileva and Roger Nkambou and Roger Azevedo",

booktitle = "Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings",

note = "14th International Conference on Intelligent Tutoring Systems, ITS 2018 ; Conference date: 11-06-2018 Through 15-06-2018",

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Boulanger, D, Kumar, V & Fraser, S 2018, Automating educational research through learning analytics: Data balancing and matching techniques. in J Vassileva, R Nkambou & R Azevedo (eds), Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 10858 LNCS, pp. 519, 14th International Conference on Intelligent Tutoring Systems, ITS 2018, Montreal, Canada, 11/06/18.

Automating educational research through learning analytics: Data balancing and matching techniques. / Boulanger, David; Kumar, Vivekanandan ; Fraser, Shawn.
Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings. ed. / Julita Vassileva; Roger Nkambou; Roger Azevedo. 2018. p. 519 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 10858 LNCS).

Research output: Chapter in Book/Report/Conference proceeding › Published Conference contribution › peer-review

TY - GEN

T1 - Automating educational research through learning analytics

T2 - 14th International Conference on Intelligent Tutoring Systems, ITS 2018

AU - Boulanger, David

AU - Kumar, Vivekanandan

AU - Fraser, Shawn

PY - 2018

Y1 - 2018

UR - http://www.scopus.com/inward/record.url?scp=85048350843&partnerID=8YFLogxK

M3 - Published Conference contribution

AN - SCOPUS:85048350843

SN - 9783319914633

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 519

BT - Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings

A2 - Vassileva, Julita

A2 - Nkambou, Roger

A2 - Azevedo, Roger

Y2 - 11 June 2018 through 15 June 2018

ER -

Boulanger D, Kumar V , Fraser S. Automating educational research through learning analytics: Data balancing and matching techniques. In Vassileva J, Nkambou R, Azevedo R, editors, Intelligent Tutoring Systems - 14th International Conference, ITS 2018, Proceedings. 2018. p. 519. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

Automating educational research through learning analytics: Data balancing and matching techniques

Publication series

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