Predicting Academic Performance: A Systematic Literature Review

Arto Hellas; Petri Ihantola; Andrew Petersen; Vangel V. Ajanovski; Mirela Gutica; Timo Hynninen; Antti Knutas; Juho Leinonen; Chris Messom; Soohyun Nam Liao

doi:10.1145/3293881.3295783

Predicting Academic Performance: A Systematic Literature Review

Arto Hellas, Petri Ihantola, Andrew Petersen, Vangel V. Ajanovski, Mirela Gutica, Timo Hynninen, Antti Knutas, Juho Leinonen, Chris Messom, Soohyun Nam Liao

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

Original language	English
Title of host publication	Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education
Number of pages	25
Place of Publication	New York, NY, USA
Publisher	ACM
Publication date	2018
Pages	175-199
ISBN (Print)	978-1-4503-6223-8
DOIs	https://doi.org/10.1145/3293881.3295783
Publication status	Published - 2018
MoE publication type	A4 Article in conference proceedings
Event	23rd Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2018) - University of Central Lancashire, Cyprus, Larnaca, Cyprus Duration: 2 Jul 2018 → 4 Jul 2018 Conference number: 23 https://iticse.acm.org/

Publication series

Name	ITiCSE 2018 Companion
Publisher	ACM

Fields of Science

analytics
educational data mining
learning analytics
literature review
mapping study
performance
prediction
113 Computer and information sciences

Access to Document

10.1145/3293881.3295783

Predicting_Academic_PerformanceAccepted author manuscript, 1.2 MB

Cite this

Hellas, A., Ihantola, P., Petersen, A., Ajanovski, V. V., Gutica, M., Hynninen, T., Knutas, A., Leinonen, J., Messom, C., & Liao, S. N. (2018). Predicting Academic Performance: A Systematic Literature Review. In Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education (pp. 175-199). (ITiCSE 2018 Companion). ACM. https://doi.org/10.1145/3293881.3295783

Hellas, Arto ; Ihantola, Petri ; Petersen, Andrew ; Ajanovski, Vangel V. ; Gutica, Mirela ; Hynninen, Timo ; Knutas, Antti ; Leinonen, Juho ; Messom, Chris ; Liao, Soohyun Nam. / Predicting Academic Performance: A Systematic Literature Review. Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education . New York, NY, USA : ACM, 2018. pp. 175-199 (ITiCSE 2018 Companion).

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title = "Predicting Academic Performance: A Systematic Literature Review",

keywords = "analytics, educational data mining, learning analytics, literature review, mapping study, performance, prediction, 113 Computer and information sciences",

author = "Arto Hellas and Petri Ihantola and Andrew Petersen and Ajanovski, {Vangel V.} and Mirela Gutica and Timo Hynninen and Antti Knutas and Juho Leinonen and Chris Messom and Liao, {Soohyun Nam}",

year = "2018",

doi = "10.1145/3293881.3295783",

language = "English",

isbn = "978-1-4503-6223-8",

series = "ITiCSE 2018 Companion",

publisher = "ACM",

pages = "175--199",

booktitle = "Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education",

address = "International",

note = "23rd Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2018), ITiCSE 2018 ; Conference date: 02-07-2018 Through 04-07-2018",

url = "https://iticse.acm.org/",

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Hellas, A , Ihantola, P, Petersen, A, Ajanovski, VV, Gutica, M, Hynninen, T, Knutas, A, Leinonen, J, Messom, C & Liao, SN 2018, Predicting Academic Performance: A Systematic Literature Review. in Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education . ITiCSE 2018 Companion, ACM, New York, NY, USA, pp. 175-199, 23rd Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2018), Larnaca, Cyprus, 02/07/2018. https://doi.org/10.1145/3293881.3295783

Predicting Academic Performance: A Systematic Literature Review. / Hellas, Arto ; Ihantola, Petri; Petersen, Andrew; Ajanovski, Vangel V.; Gutica, Mirela; Hynninen, Timo; Knutas, Antti; Leinonen, Juho; Messom, Chris; Liao, Soohyun Nam.

Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education . New York, NY, USA : ACM, 2018. p. 175-199 (ITiCSE 2018 Companion).

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

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AU - Hynninen, Timo

AU - Knutas, Antti

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AU - Messom, Chris

AU - Liao, Soohyun Nam

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KW - prediction

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BT - Proceedings Companion of the 23rd Annual ACM Conference on Innovation and Technology in Computer Science Education

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