Educational data mining and learning analytics in programming: Literature review and case studies

Petri Ihantola, Arto Vihavainen, Alireza Ahadi, Matthew Wayne Butler, Jurgen Borstler, Stephen H Edwards, Essi Isohanni, Ari Korhonen, Andrew Petersen, Kelly Rivers, Miguel Angel Rubio, Judithe Irene Sheard, Bronius Skupas, Jaime Spacco, Claudia Szabo, Daniel Toll

    Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

    95 Citations (Scopus)
    Original languageEnglish
    Title of host publicationProceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015)
    Subtitle of host publication6-8 July 2015, Vilnius University, Vilnius, Lithuania
    EditorsNoa Ragonis, Paivi Kinnunen
    Place of PublicationNew York NY USA
    PublisherAssociation for Computing Machinery (ACM)
    Pages41 - 63
    Number of pages23
    ISBN (Print)9781450341462
    DOIs
    Publication statusPublished - 2015
    EventAnnual Conference on Innovation and Technology in Computer Science Education 2015 - Vilnius, Lithuania
    Duration: 6 Jul 20158 Jul 2015
    Conference number: 20th
    http://www.iticse2015.mii.vu.lt/

    Conference

    ConferenceAnnual Conference on Innovation and Technology in Computer Science Education 2015
    Abbreviated titleITiCSE 2015
    CountryLithuania
    CityVilnius
    Period6/07/158/07/15
    OtherITiCSE 2015, the 20th Annual Conference on Innovation and Technology in Computer Science Education, will take place in Vilnius, Lithuania, hosted by Vilnius University. The ACM Special Interest Group on Computer Science Education (SIGCSE) is sponsoring the event.
    Internet address

    Cite this

    Ihantola, P., Vihavainen, A., Ahadi, A., Butler, M. W., Borstler, J., Edwards, S. H., ... Toll, D. (2015). Educational data mining and learning analytics in programming: Literature review and case studies. In N. Ragonis, & P. Kinnunen (Eds.), Proceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015): 6-8 July 2015, Vilnius University, Vilnius, Lithuania (pp. 41 - 63). New York NY USA: Association for Computing Machinery (ACM). https://doi.org/10.1145/2858796.2858798
    Ihantola, Petri ; Vihavainen, Arto ; Ahadi, Alireza ; Butler, Matthew Wayne ; Borstler, Jurgen ; Edwards, Stephen H ; Isohanni, Essi ; Korhonen, Ari ; Petersen, Andrew ; Rivers, Kelly ; Rubio, Miguel Angel ; Sheard, Judithe Irene ; Skupas, Bronius ; Spacco, Jaime ; Szabo, Claudia ; Toll, Daniel. / Educational data mining and learning analytics in programming: Literature review and case studies. Proceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015): 6-8 July 2015, Vilnius University, Vilnius, Lithuania. editor / Noa Ragonis ; Paivi Kinnunen. New York NY USA : Association for Computing Machinery (ACM), 2015. pp. 41 - 63
    @inproceedings{062c2e7f0c394f09acf1720c4ee6d0a7,
    title = "Educational data mining and learning analytics in programming: Literature review and case studies",
    author = "Petri Ihantola and Arto Vihavainen and Alireza Ahadi and Butler, {Matthew Wayne} and Jurgen Borstler and Edwards, {Stephen H} and Essi Isohanni and Ari Korhonen and Andrew Petersen and Kelly Rivers and Rubio, {Miguel Angel} and Sheard, {Judithe Irene} and Bronius Skupas and Jaime Spacco and Claudia Szabo and Daniel Toll",
    year = "2015",
    doi = "10.1145/2858796.2858798",
    language = "English",
    isbn = "9781450341462",
    pages = "41 -- 63",
    editor = "Noa Ragonis and Paivi Kinnunen",
    booktitle = "Proceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015)",
    publisher = "Association for Computing Machinery (ACM)",
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    Ihantola, P, Vihavainen, A, Ahadi, A, Butler, MW, Borstler, J, Edwards, SH, Isohanni, E, Korhonen, A, Petersen, A, Rivers, K, Rubio, MA, Sheard, JI, Skupas, B, Spacco, J, Szabo, C & Toll, D 2015, Educational data mining and learning analytics in programming: Literature review and case studies. in N Ragonis & P Kinnunen (eds), Proceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015): 6-8 July 2015, Vilnius University, Vilnius, Lithuania. Association for Computing Machinery (ACM), New York NY USA, pp. 41 - 63, Annual Conference on Innovation and Technology in Computer Science Education 2015, Vilnius, Lithuania, 6/07/15. https://doi.org/10.1145/2858796.2858798

    Educational data mining and learning analytics in programming: Literature review and case studies. / Ihantola, Petri; Vihavainen, Arto; Ahadi, Alireza; Butler, Matthew Wayne; Borstler, Jurgen; Edwards, Stephen H; Isohanni, Essi; Korhonen, Ari; Petersen, Andrew; Rivers, Kelly; Rubio, Miguel Angel; Sheard, Judithe Irene; Skupas, Bronius; Spacco, Jaime; Szabo, Claudia; Toll, Daniel.

    Proceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015): 6-8 July 2015, Vilnius University, Vilnius, Lithuania. ed. / Noa Ragonis; Paivi Kinnunen. New York NY USA : Association for Computing Machinery (ACM), 2015. p. 41 - 63.

    Research output: Chapter in Book/Report/Conference proceedingConference PaperResearchpeer-review

    TY - GEN

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    AU - Ihantola, Petri

    AU - Vihavainen, Arto

    AU - Ahadi, Alireza

    AU - Butler, Matthew Wayne

    AU - Borstler, Jurgen

    AU - Edwards, Stephen H

    AU - Isohanni, Essi

    AU - Korhonen, Ari

    AU - Petersen, Andrew

    AU - Rivers, Kelly

    AU - Rubio, Miguel Angel

    AU - Sheard, Judithe Irene

    AU - Skupas, Bronius

    AU - Spacco, Jaime

    AU - Szabo, Claudia

    AU - Toll, Daniel

    PY - 2015

    Y1 - 2015

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    U2 - 10.1145/2858796.2858798

    DO - 10.1145/2858796.2858798

    M3 - Conference Paper

    SN - 9781450341462

    SP - 41

    EP - 63

    BT - Proceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015)

    A2 - Ragonis, Noa

    A2 - Kinnunen, Paivi

    PB - Association for Computing Machinery (ACM)

    CY - New York NY USA

    ER -

    Ihantola P, Vihavainen A, Ahadi A, Butler MW, Borstler J, Edwards SH et al. Educational data mining and learning analytics in programming: Literature review and case studies. In Ragonis N, Kinnunen P, editors, Proceedings of the 20th Annual Conference on Innovation and Technology in Computer Science Education (ITiCSE 2015): 6-8 July 2015, Vilnius University, Vilnius, Lithuania. New York NY USA: Association for Computing Machinery (ACM). 2015. p. 41 - 63 https://doi.org/10.1145/2858796.2858798